Gurobi Optimizer v12.0.0 and later
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Previous Gurobi Optimizer Versions:
Gurobi Optimizer v11.0.3
Engine Bug Fixes:
- Fixed numerical issue with an underflow in lifting during presolve
- Fixed issue in tuning tool with objective scaling
- Fixed bug with querying constraint names from Compute Server if names are really long
- Fixed numeric error during conversion of QCPs into standard form
- Fixed numerical issue in singular basis handling of simplex for free variables
- Fixed uninitialized memory read in heuristics when crushing solutions through presolve
- Fixed numerical issue in simplex when applying very small perturbations
- Fixed logging issue with missing header line if simplex solve is resumed
Features:
- Made gurobipy compatible with numpy 2.0
- Decreased memory footprint when adding many objective vectors for multi-objective models in a single model update pass
Gurobi Optimizer v11.0.2
Engine Bug Fixes:
- Fixed incorrect result after using GRBconverttofixed
- Fixed segmentation fault in barrier ordering for huge models
- Fixed numerical issue with logistic function constraints that lead to wrong infeasibility claim
- Fixed segmentation fault when linearization of Q objective leads to more than 2 billion terms
- Fixed segmentation fault on Windows with Compute Server and piecewise linear objectives during model creation
- Fixed a numerical issue in QP simplex
- Fixed bug with using a wrong solution as forced MIP start for multi-objective models that leads to invalid solutions
- Fixed bug with ModelSense attribute returning garbage after using concurrent LP with SolutionTarget=1
- Fixed segmentation fault with using concurrent environments on Windows
- Fixed wrong solution issue when crossover is skipped for barrier inside concurrent LP with SolutionTarget=1
- Fixed a numerical issue in cover cut lifting that can lead to cutting off an optimal solution
- Fixed segmentation fault with the combination of SolutionTarget=1 and PreDual=1
- Fixed integer overflow in barrier nested dissection ordering that can lead to a segmentation fault
- Fixed bug with reporting a wrong best bound in NoRel heuristic log for maximization problems
- Fixed potential data race condition when multiple Gurobi environments are created from parallel threads
- Fixed issue in gurobipy that setting string-valued attributes fails on 0-dimensional MVar objects
- Fixed potential wrong answer bug in presolve with non-linear constraints and biconnected components
- Fixed performance bug with symmetry computation on models with dense quadratic objectives
- Fixed bug with overshooting the time limit in MIP IIS
- Fixed bug with getting a big violation after symmetry unfolding or uncrushing simplex solution for SolutionTarget=1
- Improved numerics in IIS calculation to reduce chances for producing an IIS that is not irreducible
- Fixed segmentation fault for super long variable names in MPS reader
- Fixed potential segmentation fault in strong branching when LP relaxation was dualized
- Fixed sporadic declaration of optimality of massively sub optimal solution on models with lazy constraints
- Fixed potential nondeterminism in spatial branching for non-convex MINLPs or MIQCPs
- Fixed numerical issue in Euclidean algorithm based presolve reduction
- Fixed bug with sending corrupted data to Cluster Manager on arm64 chips in batch mode
Compute Server and Cluster Manager:
- Fixed access to filtering options in the Cluster Manager node dashboard
- Improved handling of large data file for batch submission with the Cluster Manager
Gurobi Optimizer v11.0.1
Engine Bug Fixes:
- Improved numerics in presolve propagation on variables that appear nonlinear terms
- Fixed segmentation fault in LP presolve aggregator
- Fixed rare wrong answer bug with using a wrong cutoff value in presolve
- Fixed numerical issue in in parallel rows reduction that can lead to wrong infeasibility claims
- Fixed bug in dual presolve with fixing unbounded variables to an infinite value
- Fixed numerics in domain propagation of node presolve to avoid wrong answers
- Fixed numerical issue in presolve with fixing variables when using NumericFocus=2 or 3
- Fixed bug with the objective constant being missing in the presolved model obtained my model.presolve()
- Fixed segmentation fault in presolve probing
- Fixed sign issue with calculating unbounded rays for free variables
- Fixed rare bug in simplex with free variables dropping from basis
- Fixed bug in work tracking that can lead to excessive spin time in concurrent simplex
- Fixed performance issue when lazy constraints are involved
- Fixed bug with bogus declaration of infeasibility
- Fixed numerical issue with scaling if lazy constraints are involved
- Fixed bug with NodeLimit=0 not being respected correctly
- Fixed very rare bug with potentially getting non-deterministic behavior in parallel MIP solves
- Fixed numerical issue in a heuristic that can lead to solutions with big violations
- Fixed uninitialized memory read caused by compiler bug on ARM linux64
- Fixed segmentation fault when copying a model with recording into a new environment that has no recording
- Fixed segmentation fault with very long file names used for reading or writing model files
- Fixed bug with reading solution attribute files for Compute Server
- Fixed rare bug in presolve for quadratic constraints
- Fixed very rare sign issue in quadratic constraint to SOC conversion
- Fixed incorrect bound flip in QP simplex that could lead to wrong answers
- Fixed uninitialized memory access in MIQCP presolve
- Fixed bogus declaration of infeasibility or unboundedness in MISOCP presolve
- Fixed segmentation fault when re-solving QPs using warm starts
- Fixed error message regarding wrong sorting of breakpoints in PWL constraints
- Fixed sign bug in translating MIN constraints that can lead to wrong answers
- Fixed numerical issues with sin() and cos() nonlinear functions of global MINLP feature
- Fixed bug in propagating nonlinear constraints of global MINLP feature
- Fixed bug in handling POW constraint of global MINLP feature that could lead to wrong answers
- Fixed bug in propagating nonlinear constraints in global MINLP feature that could lead to solutions with big violations
- Fixed segmentation fault in global MINLP feature after linearizing a quadratic objective
- Fixed segmentation fault with grbtune on Windows
- Fixed automatic time limit computation for distributed tuning
- Fixed small performance issue in the tuner with switching too late to tuning the run time instead of the gap
- Fixed bug with the tuning tool ignoring constraint attributes for the tuning
- Fixed bug with disregarding fixed parameter setting in remote tuning
Features
- Pass feasibility tolerance to sub-MIP’s for heuristics to improve likelihood to get – solution that meet tolerances
- “grb_rsw –version” now prints full version information
- Improved dynamic handling of workers in tuning tool
- Allow any type of model attribute file to be passed to the tuner via grbtune
Compute Server and Cluster Manager:
- Fixed the display of the swagger page of the compute server that was not loading
- Fixed usage of commas in the LDAP configuration (Bind DN)
- Fixed broken link to the EULA in the compute server
Gurobi Optimizer v11.0.0
Engine Bug Fixes:
- Fixed logging from remote worker in Cluster Manager batch mode
- Return error when referencing a constraint in a Column object that is not a linear constraint
- Fixed numerical issue with small variable lower bound and variable upper bound constraints introduced to translate an SOS constraint
- Fixed numerical issues in node presolve that could lead to wrong answers
- Fixed non-deterministic behavior for MIP models without objective function caused by a heuristic running in parallel to the root node
- Fixed wrong answer issue with discarding a slightly violated solution but still pruning the search tree
- Fixed corner case that could lead to wrong declaration of infeasibility for models with piece-wise linear objective function
- Fixed issue in piece-wise linear primal simplex algorithm that can lead to wrong answers
- Fixed wrong answer issue for models that have multiple components after the root cut loop in which a component can be completely fixed
- Fixed bug with user callback returning an error would not terminate the optimization
- Fixed wrong conclusion of unboundedness for MIQCPs
- Fixed infinite loop in simplex in a specific case of a bad basis for numerically unstable problems
- Fixed numerical issue in knapsack cover cut separator that can lead to wrong answers
- Fixed bug in bound propagation of logistic general function constraint
- Fixed numerical issue for very big objective values in barrier SOCP solver that could lead to wrong answers for MIQCPs
- Fixed issue with semi variables with negative lower bounds that appear in general constraints
- Fixed performance issue with probing when presolve can significantly reduce the model size
- Fixed numerical issue in McCormick relaxation for bilinear constraints when coefficients become very small
- Fixed numerical issue in constraint strengthening when very big values are involved
- Fixed issue with incompatible dual node presolve reductions that lead to wrong answers
- Fixed numerical issue with an underflow in node presolve domain propagation that can lead to wrong answers
- Use presos1bigm parameter instead of fixed constant in SOS translations of MIQCPs to avoid numerical issue
- Fixed wrong declaration of convexity for piece-wise linear objectives that leads to wrong answers
- Fixed numerical issue with QP simplex returning wrong objective after running into numerical issue and restarting with different method
- Fixed numerical issue in cut lifting that could produce wrong cuts
- Fixed possible infinite loop in MIQCP solving
- Fixed segmentation fault when interrupting and resuming an LP solve that decided to use the explicit dual problem
- Fixed issue that distributed MIP on multi-objective MIP used one less worker than available
- Fixed possible segmentation fault in dependent row presolve reduction
- Fixed potential segmentation fault for PreQLinearize=2 for quadratic constraints
- Fixed very rare performance issue in LP sifting algorithm
Compute Server and Cluster Manager:
- Fixed bug that thread limit installed on Compute Server was sometimes not respected for
short periods of time
Examples:
- Fixed bug in the gc_pwl_func examples that misses to set FuncPieces to 1
Gurobi Optimizer v10.0.3
Bug fixes:
- Fixed floating point exception in presolve
- Fixed hang when querying sensitivity analysis attributes on a numerically unstable LP
- Fixed R interface for handling log, loga and logistic general constraints
- Fixed issue with wrong objective value and dual bound reported after MIP cleanup finds a solution
- Fixed LP file format reader for general function constraints
- Cleaned up error calculations on polynomial general function constraints
- Fixed segmentation fault due to a missing destructor call when explicitly dlclose’ing the gurobi library
- Fixed handling of empty columns after uncrush that leads to stalling at the end of an LP solve
- Fixed not always passing the current incumbent solution to the next objective hierarchy solve in multi-objective optimization
- Fixed issue with not respecting cutoff parameter for models with disconnected components
- Fixed wrong answer due to handling of primal bound for models with disconnected components
- Fixed issue with API methods to copy a model not copying variable and constraint tags
- Fixed numerical issue in presolve that may lead to wrong answers for MIQPs
- Fixed segmentation fault due to an invalid write when setting an LP warm start basis
- Fixed segmentation fault in the dependent row checking of LP presolve
- Fixed possible segmentation fault when calling the partition heuristic in the MIP cleanup phase
- Fixed potentially infinite loop due to an integer overflow in symmetry handling
- Fixed issue with not respecting a user’s model.terminate() signal if called too early
- Fixed wrong answer due to scaling when re-solving an LP after turning it into a multi-scenario model by adding an empty scenario
- Fixed floating point exception in partition heuristic
- Fixed wrong answer due to bad relaxation of a variable bound in presolve aggregation of length 2 equations
- Fixed usage of sparse array data types of scipy 1.11.0 in gurobipy
- Added missing operator overload for MLinExpr * LinExpr in gurobipy
Gurobi Optimizer v10.0.2
Bug fixes:
- Fixed index order of the tuples returned from Model.addConstrs in gurobipy
- Fixed segmentation fault in partition heuristic when run in parallel
- Fixed potential non-determinism in partition heuristic
- Fixed wrong answer issue with piece-wise linear objective primal simplex method
- Fixed wrong answer bug with lazy constraints for MIQCPs with MIQCPMethod=0
- Fixed return values for MIPSOL_OBJBST callback code
- Fixed segmentation fault when re-solving a non-convex MIQCP with a tree having node files
- Fixed segmentation fault in network simplex on model with duplicate arcs
- Fixed wrong error code 10001 in distributed MIP
- Fixed potential issue with overshooting time limit in barrier solves
- Fixed issue that gurobi_cl and a Compute Server solve have different solving paths for QUBO models
- Fixed issue with overshooting the time limit in a primal heuristic
- Fixed licensing issue with retrieving the user name when an invalid locale is used
- Fixed wrong answer on continuous QCP model that is wrongly detected to be convex
- Fixed wrong answer issue for MIQCPs due to conflicting dual reductions
- Fixed wrong answer for a nonconvex MIQCP with unbounded relaxation
- Fixed very rare potential segmentation fault with network cuts
- Fixed invalid network cuts in the presence of a quadratic objective
- Fixed issue with lazy constraints being ignored and an infeasible solution being accepted
- Fixed issue in distributed MIP with occasionally not recording solutions found after the ramp-up phase
- Fixed issue with the environment callback not working properly anymore
- Fixed performance issue in a heuristic that uses a loop with quadratic complexity
Features:
- Print warning when running IIS on models with general function constraints
Gurobi Optimizer v10.0.1
Bug Fixes
- Fixed issue with occasionally returning an invalid solution status in concurrent LP when barrier encounters numerical issues
- Fixed numerical issue in outer approximation cuts that can lead to wrong answers for MIQCPs
- Fixed a performance issue in OBBT that can lead to overshooting the time limit
- Fixed issue with printing internal parameter settings to the log when using distributed workers in Gurobi Instant Cloud
- Fixed race conditions when creating multiple Gurobi environments in parallel threads
- Fixed small memory leak in lift-and-project cut seperator
- Fixed wrong answer arising from sub-MIP cuts with “PoolGap=0” parameter setting
- Fixed bug with applying an invalid lifting for quadratic constraints in presolve
- Fixed potential segmentation fault in lifting for quadratic constraints in presolve
- Fixed rare issue with occasionally using one thread more than allowed by the “Threads” parametrer
- Fixed bug in orbital probing that can lead to wrong answers for symmetric models
- Fixed bug in coefficient strengthening that can lead to wrong answers for models with tiny coefficients
- Fixed bug with reporting wrong objective values in the log file of multi-objective solves
- Fixed handling of user callback function when copying a model
- Fixed inconsistency with handling variable bounds that are exactly -1e+20 or +1e+20
- Fixed presolve reduction when general integer variables appear as squares in quadratic objective function
- Fixed presolve reduction on quadratic objectives with maximization senseFixed bug in non-convex MIQCP with accepting an infeasible solution after domains became too tiny to branch on
- Fixed bug with running feasibility pump multiple times during the solve
- Fixed issue with wrong SOS types returned for remote environments and empty SOSs
- Fixed inconsistency between version information in local and Compute Server log output
- Fixed recording when computeIIS() is called for a Compute Server session
- Fixed segmentation fault when writing an IIS model and variable or constraint tags are present
- Fixed segmentation fault when using NodeMethod=2 for MIQCPs
- Fixed issue that number of open Gurobi environments in a process was limited by OS resources
- Fixed bug with creating the fixed model for models that contain SOS2 constraints
- Fixed wrong answer for MIQCPs with MIQCPMethod=0 and constraints marked as lazy
- Fixed issue with returning an internal error code 100001 on a non-convex MIQCP
- Fixed segmentation fault when setting Crossover=0 in a multi-objective environment for a multi-objective LP
- Fixed numerical issue in parallel column presolve reduction for variables with huge bounds
- Fixed bug with calculating an IIS for a model that contains semi-continuous or semi-integer variables
- Shut off messages from WLS module if OutputFlag is set to 0
- Fixed an infinite recursion in a heuristic for MIQCPs that leads to a stack overflow
- Fixed numerical issue in handling models with independent components that can lead to wrong answers
- Fixed potential segmentation fault when displaying the tuner results
- Fixed numerical issue in presolve when merging piece-wise linear constraints modeled by linear constraints
- Fixed bug with not discarding multi-objective changes from update cache if the model update contains an invalid change
- Fixed numerical issue in presolve that can lead to wrong answers
- Fixed potential segmentation fault when adding variables to a model that has using the VarhIntVal, VarHintPre or Partition attributes
- Fixed wrong answer when applying original problem heuristics in MIQPs
- Fixed wrong error message when accessing uninitialized attributes in an MQConstr object
- Fixed issue in gurobipy with using MVars of size 1 in SOSs and indicator constraints
- Fixed issue in gurobipy with using MVars of size 1 in Model.ChgCoef()
- Fixed lagged console output in Matlab
- Throw exceptions for errors in Java API of SetObjective() and SetObjectiveN()
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Features
- Added Conda package for Python 3.11
Gurobi Optimizer v10.0
Bug Fixes
- Fixed issue in gurobipy with multiplying an MLinExpr from the left to an MVar
- Fixed issue in gurobipy with creating MVars with multiple singleton dimensions
- Fixed segmentation fault when removing the callback after starting an asynchronous optimization
- Fixed issue in gurobipy with mixing LinExpr and MLinExpr objects
- Fixed bug with partition heuristic not running for PartitionPlace=16
- Fixed numerical issue in cuts with tiny coefficients that may lead to wrong answers in very rare cases
- Fixed issue with multi-objective environments not allowing to set the logfile name
- Fixed issue with not calling the callback for solutions found in MIP cleanup at the end of the solve
- Fixed bug in conflict analysis for non-convex MIQCP models that may lead to wrong answers
- Fixed bug with solutions being not available with Compute Server if the solve is interrupted during the NoRel heuristic
- Fixed an infinite loop due to switching back and forth between QCP and LP relaxation for an MIQCP solve with numerical issues
- Fixed an uninitialized memory read in barrier algorithm that may lead to non-deterministic behavior in rare cases
- Fixed wrong answer bug by improving numerics in simplex by switching to quad precision more often for bad models
- Fixed performance issue in the lifting step of probing in presolve
- Fixed bug that work and time limits were not checked before starting to process MIP starts
- Fixed performance bug in network simplex algorithm on ARM chips
- Fixed numerical issue in infeasibility proof cuts that may lead to wrong answers
- Fixed version mismatch warning with Java API in version 9.5.2
- Fixed bug that objective constant change is ignored for maximization problems when only the sign of the constant changes
- Fixed performance issue in NoRel heuristic where Gurobi stays in phase 1 even though an almost feasible solution has already been found
- Fixed issue in gurobipy with raising a GurobiError instead of returning NotImplemented when LinExpr and other objects cannot handle an input type
- Fixed issue in gurobipy with Model.getAttr() returning bogus results instead of raising an exception when called with incorrect attributes
- Fixed bug with not printing log information for a very long time in a special case of presolve probing
- Fixed issue that sometimes solutions survive in the solution pool even though they should be discarded due to the PoolGap parameter
- Fixed bug in presolving with returning an infeasible solution for a model with semi-continuous variables
- Fixed bug with returning a wrong IntVioIndex, i.e., the index of the variable with largest integrality violation
- Fixed bug in gurobipy when setting attributes of a 0-dimensional MVar
- Fixed performance issue with the clean-up phase taking very long for IntegralityFocus=1
- Fixed issue that computeIIS does not show the output of the initial model solve
- Fixed bug in the LP file reader for general constraint attributes
- Fixed bug with using multiple MIP starts in a Compute Server session
- Fixed numerical issue for binary MIQP models that are linearized, which can lead to wrong answers
- Fixed rounding of incumbent objective values in log output
- Fixed numerical issue in presolve with variables with small positive lower bounds appearing in quadratic terms
- Fixed an infinite loop in primal simplex when a primal start vector is provided and partial pricing is used
- Fixed a bug that the MIPSOL callback is not called for one of the solutions found
- Fixed numerical issue that lead to not cutting off a solution even though a lazy constraint was added in the callback
- Fixed bug in dual presolve reduction that very rarely cuts off all optimal solution
- Fixed segmentation fault in RINS heuristic for models with SOS constraints
- Fixed bug in PWL simplex that results in an “Invalid piece-wise linear objective” error
- Fixed bug that strong branching is not checking the time limit often enough
- Fixed issue with using a wrong basis for concurrent LP solve with warm-start basis
- Fixed issue with a heuristic call on a non-convex MIQCP leading to an Error 10005
- Fixed issue with being unable to get the dual ray for a local node for unbounded non-convex MIQCPs
- Fixed bug with error messages being lost in some APIs when using a callback
Gurobi Optimizer v9.5.2
Bug Fixes
- Fixed parsing of grbcluster command line to submit a batch using files from the file repository
- Fixed display of MIPGap in the cluster manager chart
- Fixed parsing of grbcluster command line to submit a batch using files from the file repository
- Fixed segmentation fault for multi-objective models with a single objective and quadratic constraints
- Fixed very rare segmentation fault that can arise when solving MIQCPs
- Fixed a performance bug in the NoRel heuristic
- Fixed issue with not calling the polling callback on models that decompose into independent components
- Fixed bug with ignoring the WorkLimit parameter set for multi-objective environments
- Fixed bug with a multi-objective optimization returning an error 10005: Requested data not available
- Fixed bug with a multi-objective optimization returning an internal error 20000
- Fixed a numerical issue with linearizing a quadratic objective function
- Fixed bug with returning and displaying a wrong complementarity violation attribute when column scaling is in play
- Fixed wrong calculation of the dual solution in barrier with finite upper variable bounds that appears often when the homogeneous algorithm is used
- Fixed bug with a missing solution in the solution pool when MIP cleanup is applied
- Fixed issue with scaling linear constraints with infinite right-hand side
- Fixed very rare segmentation fault that is related to storing uncrushed MIP solutions to the original user model
- Fixed bug with the BarIterCount attribute being zero in a concurrent LP solve
- Fixed bug with Compute Server when URLs in HTTP requests are turned into lower case by the user’s IT infrastructure
- Fixed regression with Compute Server not anymore producing a server log file when logging on the client side is disabled
- Fixed rare bug with returning a wrong answer for some symmetric LPs when barrier is used without crossover
- Fixed rare bug with returning a wrong answer in presolve for some MIQPs that decompose into independent components
- Fixed rare bug with returning a wrong answer for non-convex models due to a wrong domain propagation
- Fixed bug with producing infeasible solutions for models with semi-continuous variables
- Fixed numerical issue that leads to declaring a convex piece-wise linear objective as non-convex
- Fixed performance bug in the LP-based MIR cut separator
- Fixed performance bug in Compute Server message handling that can lead to network connection errors due to a timeout
- Fixed bug with network timeout errors for Compute Server solves on very big models
- Fixed bug in IIS algorithm with IISMethod set to 3 that sometimes leads to not being able to access the IISConstr attribute
- Fixed performance degradation for models with pure binary SOS1 constraints
- Fixed issue with automatic model update when writing solution attributes to a JSON file
- Fixed bug in gurobipy with not using the constraint name when calling Model.addConstr() with a bool and a string as positional arguments
- Fixed bug with the proceed() callback call not working properly inside the NoRel heuristic when applied to a multi-objective model
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Features
- Terminate early if the MemLimit parameter is set and the memory bound for barrier calculated after the ordering step already exceeds the memory limit
- Improved logging in concurrent LP when one of the solvers returned with an error
Gurobi Optimizer v9.5.1
Bug Fixes
- Fixed bug in lift-and-project cuts that could lead to wrong answers
- Also disable cuts from parallel root cut loop if “Cuts” parameter is set to 0
- Fixed bug in tuner where a parameter setting is discarded too early when tuning for the maximum gap
- Do not print parameter changes on the worker environment if the OutputFlag is 0
- Fixed possible crash introduced in 9.5.0 when setting parameters after unsetting a callback in OO APIs
- Fixed issue in setup.py to correctly error out for Python 3.6 and older (which are unsupported in 9.5 and later)
- Fixed bogus best bound information in log file on some MIQP models with bad numerics
- Fixed segmentation fault introduced in 9.5.0 with warm start basis that has a non-basic slack with infinite right hand side
- Fixed big memory overhead with tuning multi-objective models with many variables and many sparse objectives
- Fixed issue when tuning for maximum gap and the baseline run did not find any solution
- Fixed memory leak in partition heuristic
- Fixed performance bug in product detection
- Fixed segmentation fault in a heuristic when SOS constraints are involved
- Fixed segmentation fault in simplex when dealing with warm starts and model changes
- Fixed wrong answer issue with passing a negative Q diagonal of a binary variable to QP simplex
- Fixed segmentation fault in greedy heuristic
- Correctly error out in distributed MIP if model contains Euclidean norm constraints but no other Q constraints
- Fixed uncrush bug for Euclidean norm and 1-norm constraints
- Fixed issue on Windows that locale changes can lead to cutting off values of double parameters when enviroments are set up in parallel
- Fixed wrong answer bug with MIQPs and MIQCPs coming from the parallel root cut loop
- Fixed a performance bug that prevented application of perspective strengthening in MIQPs and MIQCPs
- Fixed segmentation fault in simplex algorithm involving bad numerics and free superbasic variables
- Fixed possible segmentation fault due to bad numerics in MIQP and MIQCP presolve
- Added missing dispatch of += operator of MLinExpr for Var objects
- Added missing dispatch of += operator of MQuadExpr for Var and LinExpr objects
- Fixed bug with summing MQuadExpr expressions hanging in an infinite loop
- Added missing dependency to Linux conda package that caused issues with license check in certain miniconda installations
- Fixed bug when saving the LDAP settings from the Cluster Manager
Features
- Added Conda packages for Python 3.9 and 3.10
- Added value 2 for “Aggregate” parameter to allow for more aggressive aggregation
- Allow to use Web License Service in containers that run more recent Linux versions
- Extended pip license bundled with gurobipy wheels to be valid for 2 years
- Added support for Amazon Linux2
- Added experimental support for ARM64 Linux
Gurobi Optimizer v9.5.0
Bug Fixes
- Fixed bug with duplicate solutions in solution pool with general constraints
- Fixed performance bug in a heuristic applied before the root LP solve
- Fixed wrong answer for non-convex MIQCPs
- Fixed issue with double namespaces in gurobipy
- Remove bad behaving `gurobi.py` and `gurobi.bat` from conda installation on Windows
- Fixed Compute Server data throughput degradation on Windows after libcurl update
- Fixed bug accepting solution with huge violation on quadratic constraints
- Fixed performance bug in RLT cut separation
- Removed wrong log output for MinRel heuristic claiming it found a solution even though it violates lazy constraints
- Fixed bug changing the user locale and not resetting it to its original value
- Fixed segmentation fault when using Matlab with Compute Server
- Fixed issue that calling terminate() is ignored during IIS computation
- Fixed wrong answer on models with lazy constraints and presolve being turned off
- Return an error instead of producing segmentation fault when user changes attributes and calls updatemodel() from a callback, which is not allowed
- Fixed bug with wrong constraint names in gurobipy’s printQuality() if most violated constraint is not a linear constraint
- Fixed wrong presolve reduction with biconnected components for models with SOS, quadratic, or general constraints
- Fixed segmentation fault in presolve component solves if model has a piecewise linear objective
- Fixed error with retrieving attribute in asynchronous optimization
- Fixed issue with the order of variables in MPS file writing for quadratic objectives
- Fixed unknown attribute or parameter errors if non-standard locale is used
- Fixed numerical issue in presolve reduction that can lead to wrong answers in rare situations
- Fixed bug that GRBcopymodel() did not copy variable tags
- Fixed some consistency issues in gurobipy with logging when LogToConsole and OutputFlag parameters are used
- Fixed bug that the IIS model computed by computeIIS() would still contain the objective constant
- Fixed numerical issue in scaling bilinear terms for non-convex MIQCPs
- Fixed performance issue in a presolve reduction that tries to cancel non-zero coefficients
- Fixed segmentation fault for manually unloading the Gurobi shared library
- Fixed potential uninitialized memory read in NoRel heuristic
- Added missing implicit updatemodel() call when writing MPS or LP files
- Fixed segmentation fault when querying FarkasDual when solved with primal simplex
- Fixed bug with uncrushing solution for semi-continuous and semi-integer variables
- Fixed wrong result code of GRB_INTERRUPTED when we should return GRB_TIME_LIMIT
- Fixed logging issue for concurrent MIP with multi-objective MIP models
- Fixed issue with case sensitive user names when connecting to a Cluster Manager
- Fixed segmentation fault in presolve for MIQPs with more than 1 billion quadratic objective terms
- Fixed presolve reduction for models with binary variables in quadratic constraints that could cause wrong answers
- Fixed memory leak in gurobipy’s cbLazy()
- Free the environment in the C++ API in case the license is not valid
- Fixed logging issue with continuing optimization after an interrupt if LazyConstraints=1 is set
- Fixed wrong conclusion about unboundedness for non-convex MIQCP
- Fixed very rare segmentation fault with parallel root cut loop
- Fixed numerical issue in propagation that resulted in PoolSearchMode=2 with MIPFOCUS=3 not finding all solutions
- Fixed bug in OO APIs with Model.cbGetNodeRel() returning values even if no relaxation solution is available
- Fixed bug with tuner not respecting a fixed NoRel parameter
- Fixed segmentation fault when building a model with ranged rows that have an infinite rhs
- Fixed segmentation fault in barrier crossover when the initial basis factorization exceeds 2 billion non-zeros
- Fixed gurobipy’s default CSIdleTimeout value for Compute Server
- Fixed invalid rejection of general constraints with duplicate operands
- Fixed enumeration of solutions with Poolsearchmode=2 on models with free general integer variables
- Fixed potentially infinite loop on LPs with a piece-wise linear objective
- Fixed segmentation fault in NoRel heuristic
- Fixed issue with computeIIS() discarding user-specified attributes
- Fixed issue that log messages with CrossoverBasis=1 were not sent to the callback
- Fixed error when applying concurrent MIP to a purely continuous non-convex QP or QCP
- Fixed error in Compute Server communication for models that contain tiny quadratic objective coefficients
- Fixed segmentation fault in presolve for quadratic models with a very special structure
- Fixed bug that MIPGap parameter was not obeyed when solving models with disconnected components
- Fixed wrong reported optimal objective value when initial heuristics find an optimal solution and presolve then proves optimality
- Fixed bug in gurobipy’s default environment that calling Model.resetParams() would lead to resetting the LogFile parameter and thus closing the log file
- Fixed bug that time limit was not respected when processing MIP starts
- Fixed access to Cluster Manager that may be blocked due to wrong mime type of css files
- Fixed log rotation when Cluster Maanger or Compute Server started as a service
- Fixed wrong Compute Server node type when using a valid license without Compute Server enabled
- Fixed grbcluster batch command that was crashing with some parameters
Gurobi Optimizer v9.1.2
Bug Fixes
- Fixed rare issue with multi-objective MIPs that get turned into LPs in presolve
- Fixed bug with reading coefficients with multiple sign symbols in quadratic terms in LP file format
- Fixed numerical issue in parallel row presolve with combining two inequalities into an equation
- Fixed standard deviation output in tuning tool
- Also call message callback for fingerprint information if OutputFlag is set to 0
- Fixed interplay of lazy constraints and bilinear constraints
- Fixed bug in SOCP disaggregation that can lead to wrong answers for models with quadratic constraints
- Fixed querying the runtime from the callback during the first few callback invocations
- Fixed segmentation fault in symmetry detection for models with huge coefficients
- Fixed an issue with __pwl() statements in LP file reader
- Fixed numerical issue in BQP cut separator with variables that have almost fixed domain
- Fixed segmentation fault in symmetry detection for models with >2 billion non-zeros
- Fixed bug with reporting a wrong dual bound if the model became infeasible after finding an optimal solution
- Fixed issue with losing user callback solution in certain rare situations
- Fixed segmentation fault in dependent row presolve reduction for large models
- Fixed bug with getting an INTERRUPTED error from parallel root cut loop on quadratic models that are at the border of convexity
- Fixed confusing error message when dividing a LinExpr object by a constant 0.0 in gurobipy
- Fixed single use licensing on newer Linux kernels
- Fixed MPS reader and writer regarding objective constants
- Fixed fingerprint calculation to include LP warm start information and to exclude variable tags
- Fixed missing objective log output for some solutions in solution pool
- Fixed a very rare segmentation fault in MIP for models that have an SOS2-like structure
- Fixed wrong answer bug when running barrier on a QP with presolve disabled
- Fixed segmentation fault when solving non-convex continuous model
- Fixed handling of variables without constraints in NoRel heuristic applied to MIQPs
- Fixed error 10008 in distributed MIP
- Fixed a wrong answer for the dual solution of SOCPs
- Fixed segmentation fault in barrier algorithm for models with more than 2 billion non-zeros
- Fixed segmentation fault in heuristics when PoolGap parameter is set
- Fixed issue with postprocessing barrier solution when Predual=1 is set
- Fixed numerical issue in cut separation that may lead to wrong answers
- Fixed names of non-linear constraints in output of printQuality()
- Fixed rare case of a wrong answer for the last scenario in a multi-scenario model
- Fixed numerical issue in presolve that could lead to a wrong answer
- Fixed race condition between the worker registration and the first command when the compute server is overloaded
Gurobi Optimizer v9.1.1
Bug Fixes
- Fixed attribute type for “Fingerprint” attribute in Java, C++, and .NET
- Fixed a numerical issue in a knapsack presolve reduction
- Fixed issue with IIS algorithm using too many threads
- Fixed wrong sign for Farkas dual values for variables with infinite lower bounds
- Fixed numerical issue in presolve coefficient strengthening
- Fixed issue with losing binary status of a fixed variable when writing to an mps file
- Fixed numerical issue in a dual presolve reduction
- Fixed segmentation fault when using pre-specified user cuts in some situations
- Fixed wrong answer when using pre-specified user cuts with >= sense
- Fixed handling of user cuts with equality sense
- Allow the use of a “pip install” trial license within Docker
- Fixed performance bottleneck in Compute Server model updates with general constraints
- Fixed segmentation fault when environment creation is used incorrectly by the user and the error code is not handled properly
- Fixed wrong default value of the “Lazy” attribute in attribute files
- Fixed incorrect presolve fixing for pure fixed charge network models
- Only use single-threaded BLAS on Mac to avoid overshooting the thread limit
- Fixed numerical issue for outer approximation cuts for quadratic constraints
- Fixed wrong answer for non-convex MIQCPs when sparsifying Q in objective
- Upgrade to curl 7.74.0 to address a network performance issue on Windows
Gurobi Optimizer v9.1.0
Bug Fixes
- Fixed issue with empty error messages from within callback in Python
- Fixed numerical issue in cut lifting
- Added missing Visual C++ runtime dependency for Python on Windows
- Fixed issue with resetting runtime attribute to zero on model updates
- Fixed potential segmentation fault when running out of memory
- Fixed issue in gurobipy with MLinExpr objects used for objective functions of multi-objective models
- Fixed numerical issue in clique based presolve reduction that lead to wrong claim of infeasibility
- Fixed issue with cbStopOneMultiObj() not working correctly on multi-objective models solved with distributed MIP
- Fixed potential segmentation fault when calling cbStopOneMultiobj() after a SIGINT has been received
- Fixed rare performance issue in a primal heuristic that may lead to a long time without display output
- Fixed numerical issue in cut scaling that very rarely lead to not calling the callback to allow for lazy constraint generation for a solution
- Fixed performance issue in flow path cut separator for models with very special structure
- Fixed the use of feasRelax() on multi-objective models
- Fixed incorrect handling of variables with infinite lower bound and finite upper bound for QP simplex
- Fixed wrong answer bug due to a bad symmetry reduction on models with quadratic or SOS constraints
- Fixed performance issue and not checking the time limit while lifting binary variables into cuts
- Fixed issue in IIS computation where hitting the time limit on the initial solve reports an error result
- Fixed numerical issue in a knapsack based cut strengthening routine that may lead to wrong answers
- Fixed issue in gurobipy with using a singleton MVar as objective
- Fixed numerical issue in presolve implied bounds reduction
- Fixed segmentation fault due to numerical issue in crossover for handling of dual super basic variables in a singular basis
- Fixed performance issue with sub-MIP cuts taking very long on MIQPs
- Fixed issue with temporarily using more threads than allowed by the “Threads” parameter
- Fixed issue with “gurobi_cl –tokens” for single-use licenses on Windows
- Fixed issue with keeping internal bilinear constraint representation in model produced by presolve method
- Fixed issue with MIP cleanup on models with semi-continuous or semi-integer variables
- Fixed issue with getting a Q_NOT_PSD error for MIP starts applied to non-convex models
- Fixed issue with querying OBJVAL attribute for unbounded models if a feasible solution is available
- Fixed issue with returning error 10017 for an MIQCP that is presolved to an MILP and solved with distributed MIP
- Fixed wrong answer due to applying incompatible symmetry and disconnected components reductions at the same time
- Fixed rare uninitialized memory read in presolve for non-convex quadratic objective function
- Fixed issue in primal simplex ratio test that can lead to wrong conclusion of infeasibility
- Fixed issue that caused two worker processes to run simultaneously on the Compute Server for distributed MIP
- Fixed issue with getting an unbounded ray from a simplex solve
- Fixed issue with querying char attributes in gurobipy via model.getAttr()
- Fixed potential uninitialized memory read when setting MIP start via Start attribute on Compute Server
Gurobi Optimizer v9.0.3
Bug Fixes
- Fixed bug in presolve with merging small cliques that can lead to a wrong answer
- Changed gurobipy argument name of addMConstrs() from “names” to “name” to match documentation
- Fixed a performance issue with an infinite loop in a heuristic due to numerical issues
- Fixed a small memory leak for multi-scenario models
- Fixed LP iteration count attribute values for multi-objective model solves
- Fixed issue in gurobipy with wrong result when adding two MLinExpr expressions
- Fixed bug with querying attributes of a multi-scenario model from Compute Server
- Fixed issue with wrong MIP solution status if a parallel thread at the root node proves infeasibility of the model
- Fixed OverflowError in gurobipy when adding many variables with addVars()
- Fixed segmentation fault when using multiple environments on Windows with a Compute Server or Instant Cloud application
- Fixed rare segmentation fault in a set partitioning heuristic
- Fixed the handling of the “ImproveStartTime” parameter for multi-objective models
- Fixed wrong answer due to bad presolve reduction for non-convex MIQCPs with quadratic equations
- Fixed segmentation fault when using user cuts in certain situations
- Fixed segmentation fault related to semi-continuous variables
- Fixed extensions in library names in the R source package on Mac
- Fixed translation of one particular form of the addGenConstrIndicator() function in gurobipy when a linear expression with a non-zero constant term is involved
- Fixed wrong answer for non-convex MIQCPs due to an invalid dual reduction on the McCormick constraints
- Fixed performance issue in gurobipy with Compute Server when printing a set of variables if no feasible solution exists
- Fixed performance issue in symmetry computation
- Fixed issue with not stopping immediately if cbStopOneMultiObj() is called from the callback for a multi-objective solve that is currently performing symmetry detection
- Fixed segmentation fault that arises from a numerical issue in presolve for MIQPs
- Fixed issue with not printing the problem size for concurrent MIP > Fixed issue with writing a solution file based on the “SolFiles” parameter if the user callback returned an error
- Added missing support of scalar division for the MLinExpr object of gurobipy
- Fixed bug with accepting a solution with big constraint violation that came from a certain heuristic
- Fixed bug with returning the scaled solution from barrier, if the barrier solve is interrupted prematurely
- Fixed segmentation fault in presolve for non-convex MIQPs
- Enable work-around for a long running model.free() call via Compute Server that would terminate the connection due to a time out
- Fixed wrong fingerprint value when writing to mps files due to handling of IEEE -0.0 (negative zero) values
- Fixed wrong answer coming from relax-and-lift cuts
- Fixed issue with duplicate variable indices in the linear constraint of an indicator constraint
- Fixed wrong answers due to invalid symmetry detection for models with SOS constraints
- Fixed segmentation fault with solving a model in batch mode that has no name
- Fixed wrong answer in non-convex MIQCPs due to a wrong local update of the McCormick constraints
- Fixed numerical issue in presolve for models with SOS constraints and big-M coefficients
- Fixed performance issue in the LP file reader when huge files are being read
- Fixed wrong answer for multi-scenario models that decompose into multiple large components
Gurobi Optimizer v9.0.2
Bug Fixes
- Fixed issue with concurrent batch upload in Cluster Manager (9.0.2a)
- Fixed issue with infinite dives on bilinear and poolsearchmode
- Fixed performance issue with running a heuristic in parallel to the root cut loop
- Fixed bug in IIS for SOS variables with negative upper bounds
- Fixed python 3.8 issue on Windows with DLL load path
- Fixed a wrong translation of quadratic constraints into second order cones
- Fixed numerical issue with QC cuts and huge primal solution values
- Fixed numerical issue for convex MIQCPs if LP relaxation is unstable
- Fixed bug with a corner case in presolve when detecting piece-wise linear structures
- Fixed rare segmentation fault when root LP solve runs into numerical issues
- Fixed bug for a special case of QC cuts that could lead to wrong answers
- Fixed performance issue in presolve reduction to substitute sub-expressions
- Reduced memory consumption during conversion of QCPs or MIQCPs into SOCP form
- Fixed segmentation fault for a very rare case in which the environment creation runs out of memory
- Fixed issue with recording asynchronous solves
- Fixed wrong behaviour when querying certain attributes in some gurobipy classes
- Fixed performance issue with memory management for general constraint translation on Windows
- Fixed issue with the global dual bound for models that have disconnected components
- Fixed performance issue with memory management for non-zero cancellation on Windows
- Fixed issue with applying sifting for barrier crossover in current LP
- Fixed bug in propagating quadratic constraints that can lead to wrong answers
- Fixed issue with empty names in gurobipy’s addVars() method
- Fixed issue when a sub-MIP heuristic produces a non-convex continuous model for non-convex MIQCPs
- Improved cycling detection in QP simplex
- Fixed a presolve reduction for integer knapsacks on models with at most 3 variables
- Accept empty structs in MATLAB API
- Fixed assertion in Python setup on Windows
Gurobi Optimizer v9.0.1
Bug Fixes
- Fixed numerical issue in presolve with fixing variables for singleton rows
- Fixed issue in MPS reader with variables with infeasible domains
- Fixed issue with inconsistent gurobipy data structures after a feasRelaxS() call
- Fixed issue with not calling update() in OO APIs before calling feasRelax()
- Fixed issue with BestBdStop parameter not working correctly with MIP starts
- Fixed handling of semi-continuous variables inside the fixed model
- Fixed issue with ILP files not written if Compute Server is used
- Fixed issue with a symmetry presolve reduction that can lead to an infeasible solution
- Fixed issue with overshooting time limit during barrier factorization
- Fixed issue with setting attributes in gurobipy using ndarrays
- Fixed a non-determinism caused by network cut separation
- Fixed wrong answer issue caused by a presolve reduction on general constraints
- Fixed issue with propagating quadratic constraints, which can cause a wrong answer
- Fixed numerical issues in the disconnected component solver
- Fixed issue with deleting variables or constraints after having set the “Tag” attribute
- Fixed issue with a scipy.sparse matrix containing explicit zeros leading to data loss if used in setMObjective()
- Fixed issue with changing the “QCName” attribute causing the solution status of the model to be reset
- Fixed issue with getting presolved model on Compute Server, if generating presolved model takes more than 20 seconds
- Fixed issue with calling getVarByName() or getConstrByName() after having modified names
- Fixed issue with getting relaxation value for an MVar object in a gurobipy callback
- Enforce the THREADLIMIT parameter of Compute Server, such that larger THREAD parameter values are capped
- Fixed wrong answer caused by disconnected component presolver in combination with SOS constraints
- Fixed segmentation fault if threading callbacks are used in combination with MKL
- Fixed wrong answer for a trivial quadratic constraint infeasibility if presolve is disabled
- Fixed segmentation fault when the total number of non-zeros in the separated cuts exceeds 2 billion
- Fixed missing Python 3.8 in Windows installer
- Fixed issue with setting real-valued parameters on Compute Server, if a locale is used that has a floating point number representation which differs from the “C” locale
- Fixed wrong answer caused by a numerical issue in the dual bound update of a heuristic
- Fixed issue with using a TempConstr as dict key in gurobipy
- Fixed wrong answer for non-convex MIQCPs due to invalid reduced cost fixing
- Fixed issue with grbtune not working correctly with a token license and a token server password
- Improved numerical robustness when disaggregating quadratic constraints
- Fixed writing of “SolFiles” when non-default variable names are used with Compute Server
- Fixed bug in BQP cut separator that could cause wrong answers
- Fixed wrong answer caused by a symmetry presolve reduction
- Improved logging in crossover regarding super basics and infeasibility
- Added missing warning message that simplex is used instead of barrier for root solve of non-convex QP
- Improved barrier performance on AMD Ryzen and EPYC processors
Gurobi Optimizer v9.0.0
Bug Fixes
- Fixed issue with BestObjStop and BestBdStop in concurrent environments for maximization models
- Fixed segmentation fault in multi-objective solves for MIP models with special constraints, such as general constraints
- Fixed rare issue with scaling in PWL simplex
- Fixed issue with using basis file with Compute Server
- Fixed bug that prevented concurrent MIP to stop if a user objective limit or a solution limit has been reached
- Fixed rare wrong answer due to presolve
- Added missing constants to Python API
- Added missing constants to .NET API
- Fixed wrong answer issue for models that have multiple components
- Fixed bug in implied integer detection that may lead to infeasible solutions
- Fixed issue with running the tuner using Compute Server
- Fixed bug that prevented default settings to use Concurrent LP for the root solve in MIP on Windows
- Fixed bug with linearizing quadratic constraints
- Fixed issue with dualizing a QP
- Fixed numerical issue in cover cut separation when tiny coefficients are involved
- Fixed issue in the tuner when an optimization aborts due to numerical reasons
- Fixed issue with missing variable names when adding variables to a Compute Server model after an mps file has been read
- Fixed numerical issue in presolve for aggregating integer variables with big coefficients
- Fixed issue with HOSTID detection on Mac
- Fixed performance issue in MIP IIS code when LP is already infeasible
- Fixed internal naming when combining GRBloadmodel with GRBaddvars/GRBaddconstrs
- Fixed possible memory leak with multiple partial MIP starts
- Added back missing warning “Warning: parameter changes on this environment will not affect existing models.”
- Fixed segmentation fault on general constraint model with Presolve=0
- Fixed issue with gurobi_cl –tokens
- Fixed issue in presolve for models with more than 2 billion non-zeros
- Fixed issue with Java linearize() creating feasibility model instead of linearized model
- Fixed issue with problem being declared infeasible during presolving
- Fixed numerical issue with fixing variables in presolve to very large values
- Fixed infinite loop with lazy constraints when LP relaxation is unbounded
- Fixed issue with returning wrong error code for operating system file I/O methods
- Fixed wrong log output “Ordering time: 0.00s” despite long ordering phase
- Fixed bug with parsing “ResultFile” parameter of Gurobi command line solver
- Fixed issue in presolve with piece-wise linear objectives and big bounds
- Fixed double log output with Python API
- Fixed invalid read for empty quadratic constraints
- Fixed performance bug with sub-expression presolve
- Fixed numerical issue in presolve with big coefficients
- Fixed bug with linearization of quadratic maximization objectives with off-diagonal terms
- Fixed bug with missing objective constant when copying models with piece-wise linear objective
- Fixed issue with wrong MIP start solution values for models with piece-wise linear objective
- Fixed calculation of objective value of pool solutions for models with quadratic or piece-wise linear objective
- Fixed segmentation fault for running a certain heuristic on models with more than 2 billion non-zeros
- Fixed issue with symmetry detection not respecting the time limit
- Fixed bug with zlib compression in Compute Server if data size exceeds 2 billion bytes
- Fixed – and * operators for GRBQuadExpr objects in .NET API
- Fixed numerical issue in presolve leading to an error 10003 for models with general constraints
- Limit memory growth in zero-half and mod-k cut separators
- Return error if end piece of piece-wise linear objective is invalid
- Fixed numerical issue leading to a wrong answer for an MIQP
- Fixed segmentation fault in LP file reader for reading indicator constraints
- Call polling callback from mutli-objective model more often to avoid long delays
- Fixed numerical issue with using big finite bounds in aggregator of presolve
- Fixed bug with using BestObjStop, BestBdStop, or Cutoff for maximization objectives in multi-objective environments
- Fixed bug with using concurrent settings in a Compute Server solve
- Fixed very rare issue with wrongly concluding optimality for unbounded LP with empty column
- Fixed segmentation fault while solving multi-objective models with a MIP start
- Fixed issue with returning network error instead of JOB_REJECTED after CSQueueTimeout is reached
- Fixed issue that Compute Server didn’t work correctly for models with more 2 billion nonzeros
- Fixed segmentation fault in Python API when environment is freed before model, e.g., due to garbage collection
- Fixed subtle issue with ratio test of piece-wise linear simplex algorithm that may lead to a wrong answer
- Call polling callback during sub-MIP heuristics to avoid long delays
- Fixed numerical issue in GCD calculation that may lead to wrong answer
- Fixed performance issue with using Compute Server for models with many general constraints
- Fixed issue with setting the “ComputeServer” and “TokenServer” parameters as command line options of the Gurobi command line solver
- Fixed bug with using GRBoptimizeasync() for Compute Server
- Fixed issue with calling the MIPSOL callback multiple times for the same solution
- Added workaround for a bug in Java 8 JDK that causes crash for models with a large number of nonzeros in constraints
- Fixed performance issue with automatic threads selection on machines with 17 to 31 cores and hyper-threading
- Fixed various issues with reading *.bas files manually generated by user
- Upgraded to a newer MKL, which fixes the SELinux security text due to a TEXTREL section in the library
- Fixed segmentation fault in handling cycling of QP simplex
- Fixed issue with presolve introducing duplicate indices into SOS2 constraints
- Fixed bug with the fixed model of a model with a non-convex piece-wise linear objective containing non-fixed binary variables
- Fixed numerical issues with handling objective that may lead to wrong answers
- Fixed numerical issue in conflict analysis that may lead to wrong answers
- Fixed bug with querying number of cores on Windows for machines with more than 64 logical processors
- Fixed client/server failure when model update takes too long
- Fixed issue when a compute server node joins a cluster just after leaving it
- Fixed issue causing a compute server to remain in draining mode
Gurobi Optimizer v8.1.1
Bug Fixes
- Fixed bug returning error 10005 in a rare case for multi-objective models on Compute Server.
- Fixed bug with Compute Server on multi-objective MIP models that change to multi-objective LP after presolve.
- Fixed segmentation fault of Compute Server worker due to issue with variable names.
- Fixed wrong model generation on Compute Server with Indicator Constraints in MPS files.
- Fixed bug with empty MST files if problem is not updated before adding MIP starts on Compute Server.
- Fixed segmentation fault when writing unavailable model data (e.g., MIP start if none exists) using Compute Server.
- Fixed bug with a wrong answer due to a presolve reduction.
- Fixed bug with uninitialized memory read in presolve.
- Fixed bug in PSD adjustment for solving QPs with barrier without presolve.
- Fixed segmentation fault in an MIQCP presolve reduction.
- Fixed segmentation fault during QP presolve.
- Fixed bug in a presolve reduction that would cause an infeasible model to become feasible.
- Fixed bug with wrong counting of eliminated columns in a presolve reduction.
- Fixed bug with wrong objective value if a multi-objective MIP reduces to an LP.
- Fixed segmentation fault with using callbacks for a multi-objective model.
- Fixed bug with lazy constraints in multi-objective models.
- Fixed error for querying the solution of an empty multi-objective model.
- Fixed bug with infeasible quadratic constraint leading to incorrect conic reformulation.
- Fixed bug for non-PSD problems that disaggregate into multiple components.
- Fixed segmentation fault in handling QP simplex cycling.
- Fixed wrong answer for an MIQCP if the initial LP relaxation is unbounded.
- Fixed wrong answer due to inconsistency in SOS feasibility tolerance usage for SOS models that decompose into smaller pieces.
- Fixed issue about the fixed model still having non-convex piece-wise linear objective.
- Fixed wrong infeasible result on a model with piece-wise linear objective.
- Fixed bug in the Gomory cut separator for a rare case.
- Fixed bug with the solver appearing to hang in the middle of a MIP solve.
- Fixed segmentation fault in a heuristic for models with only empty rows.
- Fixed integer overflow issues for models with very large numbers of rows or columns.
- Fixed wrong answer in MIP model due to incorrect simplex infeasibility status in phase I.
- Fixed bug with lazy constraints.
- Fixed tuning tool running on local machine with multiple models.
- Fixed bug with distributed tuning aborting with ‘Non-PSD error is encountered’ on MIQPs or MIQCPs.
- Fixed segmentation fault when calling GRBaddconstrs() with RBeg[0] > 0.
- Fixed bug with Python 3 where model attribute -completion prints garbage.
- Fixed issue with name allocations causing huge overhead with Matlab R2018b.
- Fixed issue with combining distributed solves with concurrent solves.
- Fixed distributed concurrent MIP.
- Fixed bug with recording and replaying for huge models.
- Fixed issue with updating MIP starts in recording.
- Fixed license transfer message and processing with grbgetkey.
- Fixed cluster node state processing when a node could incorrectly become DEGRADED or FAILED.
- Fixed bug in Python API where Cloud solve does not output minimal log when opening the connection.
Gurobi Optimizer v8.1.0
Bug Fixes
- Fixed issue in presolve on models that contain a piece-wise linear structure.
- Fixed numerical issue in the clean-up of MIP solutions.
- Fixed potential segmentation fault in heuristic if QCP relaxation is used for an MIQCP.
- Fixed grbgetkey writing wrong line to license file.
- Fixed bug with memory management of row names.
- Fixed bug with lazy constraints added via callback.
- Fixed issue with bound flipping in piece-wise linear simplex algorithm.
- Fixed wrong answer from piece-wise linear dual simplex algorithm.
- Fixed segmentation fault on piece-wise linear model if presolve is turned off.
- Fixed tuning on multi-objective models that cannot be solved to optimality.
- Fixed bug when adding new variables after having called setObjectiveN().
- Fixed issue with wrong optimal value when objective constant is modified after having solved the model.
- Fixed issue with resetting and then setting parameters in concurrent environments with Compute Server.
- Fixed segmentation fault with adding cuts or lazy constraints from within the callback on multi-objective models.
- Fixed bug with lazy constraints from callback being ignored for a solution that is found by a trivial heuristic for a multi-objective callback.
- Fixed bug with zero-length cuts added in callback.
- Fixed segmentation fault when writing models with lazy constraints to mps file.
- Fixed performance issue in probing with variables of infinite domain size.
- Removed wrong and confusing additional LP presolve output in log file.
- Fixed very rare wrong answer bug due to a missing clean-up in presolve.
- Fixed issue with empty log files if Concurrent MIP is used with Concurrent environments.
- Fixed issue with setting parameters in multi-objective environments on Compute Server.
- Fixed very rare hang in QP simplex for numerically troublesome models.
- Fixed wrong answer due to numerical issues if problem decomposes into multiple smaller sub-problems.
- Fixed segmentation fault in a heuristic for MIQP models.
- Fixed crash when calling GRBterminate() at the same time as other API routines when Compute Server is used.
- Make license check thread safe.
- Fixed a numerical issue in quadratic constraint propagation.
- Fixed numerical issue with small coefficients in knapsack presolve reduction.
- Fixed segfault when querying the presolved model of an LP with piece-wise linear objective.
- Fixed very small memory leak when reading variable hint files.
- Fixed issue with executing user callback concurrently from within partition heuristic.
- Fixed issue with uncrushing solution through parallel column reduction if one is integer and the other is continuous.
- Fixed small memory leak in MPS reader.
- Fixed small memory leak in barrier dense column handling.
- Fixed uninitialized memory read in decomposition code for MIPs.
- Fixed ERROR 10005 for applying barrier without presolve on LPs with piece-wise linear objective.
- Fixed bug with cutting off optimal solution due to cutoff bound calculation for MIP models with very large objective coefficients.
- Fixed bug with wrong slack signs after QP simplex was applied.
- Fixed issues with creating many connections to Compute Server in short time.
- Fixed rare bug in uncrushing a solution for a certain presolve reduction.
- Fixed potential segfault when running gurobi_cl with a gurobi.env that contains a line with “ResultFile”.
Gurobi Optimizer v8.0.1
Bug Fixes
- Fixed final cut count provided by Compute Server.
- Fixed performance bug in Gomory Cuts for cases with many fractional variables.
- Fixed bug with empty quadratic constraint when presolve removes all columns.
- Fixed issues with using non-default Python on macOS.
- Fixed some inconsistencies in Python parameter help texts.
- Fixed an issue in presolve for models with piece-wise-linear structure.
- Fixed bug with rejecting ‘inf’ values in Python API.
- Fixed issue with model::printAttr in Python API.
- Throw error instead of ignoring variables in LP format files that have the same name as one of the LP format keywords.
- Fixed issues with the Python logger module.
- Fixed segmentation fault with MIQCPs.
- Fixed issue with not providing dual ray even if InfUnbdInfo parameter is set.
- Fixed issues with three or more identical break-points in piece-wise-linear objective function definition.
- Fixed distributed tuning without a Compute Server.
- Fixed SolutionCount attribute for continuous models.
- Fixed double log line output with Python and Compute Server.
- Fixed segmentation fault due to interplay of user cutting planes from callback and domain propagation at nodes.
- Fixed tiny memory leaks in Java API.
- Fixed an issue with getting QCP duals on AIX.
- Fixed issues with threading callback.
- Fixed API version display in replay.
- Fixed bug with the “gurobi_cl –group” command.
- Fixed bug with ServerTimeout not being passed to Compute Server.
- Fixed inconsistency with token license server and “ServerTimeout” parameter.
- Fixed bug with BestObjStop and maximization objective sense.
- Fixed bug with Compute Server producing empty files when exporting a large model to disk.
- Fixed wrong answer bug with symmetry reductions.
- Fixed issues with tune() and computeIIS() functions in various APIs if update() has not been called before.
- Fixed issue with disconnected component presolve reduction and piece-wise linear objectives.
- Partly addressed bug with inconsistent final objective value for MIQPs by giving user additional control to the diagonal adjustment using the PSDTol parameter.
- Fixed performance bug for models with very long constraints that lead to many implications.
- Fixed bug in presolve substitution that may lead to wrong answers.
- Fixed numerical issue in dual presolve reduction that converts continuous variables to binaries.
- Fixed potential wrong answers due to objective propagation at the nodes.
- Fixed uncrush issue for barrier QCP solves that leads to “Requested data not available” error if presolve removed all columns.
- Fixed numerical issue with MIQCP reduction that leads to coefficient cancellation.
- Fixed numerical issue in domination presolve when this leads to tiny coefficients.
- Fixed bug with not catching Ctrl-C in Python for tune().
- Fixed wrong termination of distributed MIP due to issue in crushing solutions.
- Fixed grbgetkey that was saving the license file in a wrong default location on linux systems.
- Fixed self-signed certificate generation that could not be used from Windows clients.
- Fixed handling of unicode in hostname.
- Fixed access to grb_rs Swagger documentation on some platforms.
- Fixed issue that prevented grb_rs service restart on Windows after a reboot.
- Fixed issue that prevented client to stop polling when a job in queue was aborted.
Gurobi Optimizer v8.0.0
Bug Fixes
- Fixed an issue with CURL producing a segmentation fault when multiple cloud environments are created in parallel.
- Fixed inconsistent solution count if model is solved in presolve and a MIP start is used.
- Fixed a numerical issue in simplex that could lead to wrong answers for MIP.
- Added missing documentation for error code 40001.
- Fixed segmentation fault in Java when calling optimizeasync() with a callback.
- Fixed an issue with reusing an old solution as a MIP start of a modified model.
- Fixed an issue with MultiObjPre=2 declaring a multi-objective model infeasible.
- Fixed an issue with cut management for cuts added via the callback.
- Fixed a segmentation fault with writing an *.ilp file for an infeasible multi-objective model.
- Fixed a segmentation fault with querying Farkas info for an infeasible model.
- Fixed a small memory leak due to locale settings on Windows.
- Fixed a bug with symmetry handling on problems with multiple components.
- Fixed an issue with lineariizing MIQP models that may lead to wrong answers for MIQPs.
- Fixed a segmentation fault with calling SetPWLObj without update().
- Fixed floating point exception in presolve for Euclidean bound strengthening if very large bounds for integer variables are involved.
- Fixed issue with reduced cost propagation cutting off optimal solution if bound strengthening was applied after the LP solve.
- Fixed issue with discarding primary objective function for multiple-objective models if update() is not called after increasing model.numobj.
- Fixed a segmentation fault with concurrent MIP and MIP starts.
- Fixed issues in MPS reader if lazy constraints and quadratic or indicator constraints are in the model.
- Fixed wrong answer for decomposable models due to contradictory bounds from dual bound strengthening.
- Fixed performance issue with AddTerms() in .NET API.
- Fixed issue with handling free super-basic variables in primal simplex.
- Fixed numerical issue in presolve when using tiny activities for coefficient reduction.
- Do not dualize the LP model if dual presolve reductions are turned off.
- Fixed a bug in a dual reduction of branching.
- Fixed an issue with using MIP starts for multi-objective models.
- Fixed bug with losing the lazy attribute of constraints when copying a model.
- Fixed bug with the tuner ignoring the lazy attribute of constraints.
- Fixed issues with a multi-objective model that only contains a single objective.
- Fixed the transformation of certain types of indicator constraints, which could have lead to wrong answers.
- Fixed an infinite loop in the *.lp file reader for erroneous files with empty constraints.
- Fixed a segmentation fault if gurobi_read() in the MATLAB API is called without arguments.
- Fixed a segmentation fault for MIQCP models that are on the boundary of PSDness.
- Fixed a bug with cleaning up the solution of a model that contains quadratic constraints and a piecewise linear objective.
- Fixed problem with scaling in a multi-objective setting, when the primary model reduces to an LP, while the secondary model is a MIP.
- Fixed an issue in the IIS code where a minimal IIS is declared to be not minimal.
- Throw an error when reading NaN values from an *.lp or *.mps file.
- Fixed a segmentation fault in the *.lp file reader for multi-objective models.
- Fixed bug that GRBfeasrelax() and GRBfeasibility() did not remove a piecewise linear objective.
- Throw an exception when setObjectiveN() is used with a quadratic term in Python.
- Fixed a bug in the aggregator that may lead to a wrong answer.
- Fixed a bug with ignoring GRBterminate() calls from a multi-objective callback if individual environments for the objectives are used
- Fixed a bug in presolve that may lead to infeasible solutions being reported as feasible in the presolved model.
- Fixed a bug in probing where two contradictory constraints on unbounded variables lead to a chain of bound improvements that yield bounds that are too large for floating point representation.
- Fixed an uninitialized memory read in node probing for SOS constraints that may lead to wrong answers.
- Fixed a very rare bug in the semi-sparse LU factorization of the simplex algorithm.
- Fixed a bug in the presolved model returned my model.presolve() with unsupported cone constraints by converting them into quadratic constraints.
- Fixed the segfault with mac64 Gurobi package for Anaconda 5.x python 3.6 version
Gurobi Optimizer v7.5.2
Bug Fixes
- Fixed unknown attribute error for a multi-objective model, if a solution violates by more than tolerance.
- Fixed segfault for reading model in MATLAB and using Compute Server.
- Fixed a token server license bug, token not released, when MATLAB returns an error.
- Fixed a bug in the disconnected component code, if BestObjStop is specified.
- Fixed a bug in crossover basis code, ignoring time limit.
- Fixed a bug in managing cut table.
- Fixed a bug for parameter IgnoreNames.
- Fixed a documentation issue for NodeMethod.
- Fixed a wrong behavior for tuning on multi-objective models.
- Fixed a callback bug in setting CutOff in the disconnected component code.
- Fixed a bug writing lazy constraints in LP and MPS formats.
- Fixed a bug incorrectly requiring to match Server attribute in capitalization.
- Fixed a bug in creating GRBenv, if it runs out of memory.
- Fixed a wrong answer bug for piecewise linear variables with negative infinite lower bound.
- Fixed wrong FILEVERSION in gurobi75.dll.
- Fixed a bug returning interrupt incorrectly for models with lazy constraints.
- Fixed an issue in the installer for Mac.
- Fixed a bug returning a solution with undefined values, when a MIP start with undefined values is provided.
- Fixed a documentation issue about multi-objective behavior.
- Fixed a bug with different objective value, after solution is uncrushed, for models with general constraints.
- Fixed a bug, where multi-objective env doesn’t work for Java API.
- Fixed a numeric issue, which may cause hang in QP simplex and MIQP.
- Fixed a license issue in R API.
- Fixed an issue with the tuner trying strange values for the StartNodeLimit parameter.
- Fixed an issue, where Gurobi doesn’t work for MATLAB R2017a or newer versions on Mac.
- Fixed an issue in the Python API with passing a list as names to the m.addVars() method.
- Fixed a bug not handling solutions cut off by lazy constraints correctly.
- Fixed a numeric issue in presolve aggregation.
- Fixed a bug, where IIS doesn’t converge.Â
- In addition, 7.5.2 also includes the following enhancements:
- Supports problem-based optimization, a new Optimization ToolBox feature of MATLAB R2017b.
- Allows users to combine MultiObjPre > 0 and Presolve = 0.
- Allows use of const char *name in C API for GRBsetobjectiven.
- Improves various parts of the documentation.
Gurobi Optimizer v7.5.1
Bug Fixes
- Fixed bug where a compute server client hangs or issues network error after server has been running for a while.
- Fixed log bug for models with disconnected components.
- Fixed inconsistent solution count when MIP Start is used and the model is solved by presolve.
- Fixed deadlock in the unusual situation of unprocessed failed nodes.
- Fixed a few callback issues.
Gurobi Optimizer v7.5.0
Bug Fixes
- Fixed a few issues in Python API related to addVars, attributes and tuning log.
- Fixed numerical issues in inverse modular presolve reduction, barrier for nodes.
- Fixed potential divide-by-zero in some reductions of conflict analysis.
- Added missing PSD check for quadratic models if presolve is off.
- Fixed check for SolutionLimit parameter in certain situations.
- Fixed error code if X attribute is queried for infeasible model.
- Fixed bug with wrong objective values in barrier log and callback for maximization models.
- Fixed log output about presolve reductions when root LP is dualized.
- Fixed bug with wrong objective sign for simplex callback during crossover for maximization models.
- Fixed infeasible/unbounded status when LP is dualized.
- Fixed bug with updating QP warmstart basis with UpdateMode 1.
- Fixed Visual Studio 2015 project template files.
- Fixed bug with ignoring objective constant in MATLAB when model is read using gurobi_read.
- Fixed bug with maximization multi-objectives.
- Fixed bug with keeping fractional bounds even if presolve finds a variable to be integral.
- Fixed a bug with MIP starts and semi-integer or semi-continuous variables.
- Fixed IIS computation for multi-objective models.
- Fixed infinite loop when cutoff and MIPGap=0 are set.
- Fixed bug with losing general constraint names if one without a name is added.
- Fixed shared library installer issue on latest Mac OS.
- Fixed bug with losing solutions of last solve in multi-objective optimization if interrupted.
- Fixed bug with concurrent LP changing original user model with piece-wise linear objective.
- Fixed issue with QCP model becoming non-PSD inside IIS algorithm.
- Fixed bug in IIS where Gurobi does not relax fixed binary variables.
- Fixed wrong answers for a few rare cases, like combinations of quadratic, general and SOS constraints and piece-wise linear objective, having lazy constraints, bugs in uncommon presolve reductions.
- Fixed a few rare segmentation faults, with very long problem name or NodeFileDir string, in sequential MIP solves, when simplex switches to quad precision, when combining lazy constraints and SearchMode > 0, when merging parallel rows for multi-objectives, when running into numeric trouble in “DegenMoves” for SOS models, having both piece-wise linear objective and general constraints.
- Fixed bug handling error cases in simplex, like out of memory.
- Fixed bug with solutions that violate integrality in MIQP and MIQCP.
- Fixed bug where GRBresetparams was not recorded in the recording file.
- Fixed very rare case of a non-deterministic behavior in simplex.
- Fixed bug when using a user cutoff value for maximization problems.
- Fixed bug with declaring model infeasible if user cutoff is set slightly above optimal value.
- Fixed bug with reading large recording files on Windows.
- Fixed bug with calling the callback on a disconnected component.
Gurobi Optimizer v7.0.2
Bug Fixes
- Fixed potential issue in simplex with switching from quad back to double precision.
- Fixed crash for very large models in crossover basis construction due to integer overflow.
- Fixed log output of multi-objective model solves on compute server.
- Fixed potential very long delay in presolve.
- Fixed an issue with local bound changes derived by orbital probing.
- Fixed bug with SOS constraints and symmetry substitution.
- Fixed check for that piece-wise linear obectives cannot be used within multi-objective models.
- Fixed bug with pending changes to Q objective not being discarded if Q is deleted.
- Fixed potential infinite loop for disconnected component solves if SubMIPNodes is set to 0.
- Fixed performance issue with setting parameters in Python.
- Fixed very rare segmentation fault in simplex when numerical issues are encountered for a mip model.
- Fixed bug in C++ API getQCRow() method.
- Fixed an issue with concurrent LP applied to model with piece-wise linear objective.
- Fixed bug in presolve that may have introduced infeasible solutions.
- Fixed problem with dir(o) in Python 3.5.
- Fixed very rare wrong answer issue with barrier applied to piece-wise linear objective models.
- Don’t terminate a running token server if it is unable to read the license file.
- Fixed “RuntimeError: maximum recursion depth exceeded” for addVars() in Python.
- Fixed gap computation for near zero objective values.
- Fixed bug where fixed binary variables were not included in the returned IIS.
- Fixed issue that in rare cases the dual bound and incumbent solution is not displayed in node log.
- Fixed several documentation issues in C++, Java or Python documentation, about general constraints, multi-objective, etc.
- Improved numerics in presolve, cut separation and conflict analysis.
- Improved error messages for cloud solves.
- Improved handling of SSL certificates on Linux for cloud connections and include SSL certificate for cloud solves in distribution.
- Improved error messages for querying multi-objective attributes.
- Improved token server error handling when the OS limit on the number of open file descriptors is reached.
- Improved warning messages in LP file reader.
- Added IISMethod=3 parameter setting.
- Added option to turn on CURL verbose mode via environment variable.
- Allow to exchange the .NET assembly with a newer minor or technical Gurobi version without the need to recompile all dependent assemblies.
- Do not include infinite right-hand-side values in model statistics report.
- Return error if attributes are queried for multi-objective models that are unavailable in the multi-objective context.
- Use default weight of 1 for all objectives in multi-objective optimization.
Gurobi Optimizer v7.0.1
Bug Fixes
- Fixed an unusual error when reading LP file with SOS constraints.
- Fixed a namespace pollution issue in Python library.
- Fixed a recording issue for GRBwrite().
- Fixed model update issues for multi-objectives and for range constraints.
- Fixed a bug in translating “And” constraints with fixed variables.
- Fixed a message issue on multi-objective models for using compute server.
- Fixed a tuplelist serialization issue in Python library.
- Fixed a non-overlapped singleton symmetry bug.
- Fixed a concurrent MIP log issue, every node instead of every 5 seconds by default.
- Fixed potential crash in Windows token server client.
- Fixed a token server issue where interrupting a client could lead to a token being lost.
Gurobi Optimizer v7.0.0
Bug Fixes
- Fixed handling lower bounds for semi-variables that are less than zero.
- Fixed handling of semi-variables with empty semi-domain.
- Fixed possible crash for SOCP models.
- Fixed some issues with compute server and recording feature on 32 bit systems.
- Fixed SARHSLow and SARHSUp statistics for equations.
- Fixed minor issues in MIP solution clean-up.
- Fixed a memory leak in API replay.
- Fixed “Runtime” attribute for concurrent LP.
- Fixed a bug in strong branching.
- Fixed bug with UpdateMode=1 and ranged rows.
- Fixed bug in .NET SetObjective() method.
- Fixed crash with piece-wise linear simplex on unbounded models.
- Fixed usage of “ResultFile=*.ilp” for infeasible models.
- Fixed issue with adding ranged constraints and new variables without intermediate update() call in OO APIs.
- Fixed issue with writing numbers to *.mps and *.lp files if user uses a non-C LOCALE setting.
- Fixed issue with more than 2 billion non-zeros in MATLAB API.,
- Fixed bug with non-deterministic node counts on small knapsack models.
- Fixed issue with spaces in file names on Linux.
- Fixed issue in presolve for quadratic constraints with linear terms.
- Fixed bug that could lead to wrong answers in very rare situations.
- Fixed a bug in constraint strengthening.
- Fixed bug in crushing solutions that could lead to rejection of a feasible user solution from a callback.
- Fixed bug in MinRel heuristic that could lead to early termination for models with disconnected components.
- Fixed an issue with multiple Gurobi versions installed on Windows that lead to always starting the version that was installed last.
- Fixed potential buffer overflows for very long error messages (e.g. due to very long variable names).
- Fixed querying “Xn” attribute multiple times when “SolutionNumber” parameter is modified between the calls.
- Fixed bug with adding quadratic or SOS constraints and removing variables without intermediate update() call.
- Fixed an issue with the IIS algorithm on models that contain only empty SOS constraints.
- Fixed potential crash in barrier for models with more than 2 billion non-zeros running on 32 bit systems.
- Fixed bug in heuristics running on the original model when the model contains semi-continuous or semi-integer variables.
- Fixed potential non-deterministic behavior for parallel solves of unbounded models that contain SOS constraints.
- Do not generate the default “gurobi.log” file if gurobi_cl is used with a custom “LogFile=…” parameter setting.
- Fixed a bug with presolve turning a PSD Q matrix into non-PSD if variables get fixed that are member of an SOS constraint.
- Fixed bug with MIP Starts for MIQCP models.
- Fixed potential wrong answer, crash or hang in QP simplex for numerically bad situations.
- Fixed very unlikely issue where simplex could declare a zero-objective model to be unbounded.
- Fixed issue with delayed MATLAB logging.
- Fixed issue when running the tuning tool on a pure LP model with maximization objective sense.
Gurobi Optimizer v6.5.2
Bug Fixes
- Fixed bug with adding ranged rows and then adding new variables without calling update() in between.
- Fixed interplay of UpdateMode=1 parameter with compute server and record/replay feature.
- Fixed potential segfault with adding cuts.
- Fixed bug with warm-starting a modified QP with presolve disabled.
- Fixed bug with having multiple environments or models in replay feature.
- Fixed numeric issue with tightening an infinite bound to a finite but very big bound in presolve.
- Fixed problems with MIP starts for semi-continuous models.
- Fixed bug with deleting an environment pointing to a compute server in Python.
- Fixed bug with linearizing quadratic terms in MIQPs involving integer variables.
- Fixed non-determinism in root node parallelism.
- Fixed bug with maximizing QPs.
- Fixed issue with querying quadratic constraints that do not have linear terms.
- Fixed presolve bug with fixed semi-continuous or semi-integer variables.
- Fixed wrong infeasible/unbounded status if model is dualized (PreDual=1).
- Fixed issue with end of replay file in Python.
- Fixed issue on AIX where querying processor count could leave a pipe open.
- Fixed issue with writing to an existing 7z file.
- Fixed valgrind issue for a client that connects to a compute server.
- Fixed bug with lost solution in distributed MIP.
- Fixed crash in Python when passing strings as numbers.
- Fixed issues originating from parallel garbage collection in Java and .NET.
- Fixed small memory leak when writing variable hints to a *.hnt file.
- Fixed a replay/compute server bug for models with range rows.
- Fixed bug in Java, C++, and .NET with adding an expression to itself.
- Fixed bug with the remove() method of quadratic expressions in C++, Java, .NET, and Python, which did not remove the given variable from the linear part of the expression.
- Fixed bug with models having more than 2 billion non-zeros when using a token server or a compute server license.
- Fixed bug when querying the objective constant on models with piece-wise linear objective terms.
- Fixed memory issue and segfault for models that contain continuous variable aggregation possibilities.
- Fixed bug with distributed MIP giving an error 10005 for infeasible models.
- Fixed bug with modifying bounds after having solved a piece-wise linear model.
- Fixed bug with overshooting time limit in presolve for models that lead to many substitutions.
- Fixed wrong answer with MIQCP models that have an unbounded root relaxation when using outer approximation.
- Fixed potential segfault in out-of-memory situations.
Gurobi Optimizer v6.5.1
Bug Fixes
- Fixed minor bug with long user names in licensing.
- Fixed issue with NULL arguments to attribute and parameter query methods of compute server.
- Fixed issue with querying variables and constraints from compute server.
- Exit with SUBOPTIMAL status from barrier instead of getting into a seemingly infinite loop in barrier for some numerical issues.
- Fixed bug where barrier could exit due to numerical issues and leave a permuted user model behind.
- Minor fix in distributed MIP for switching from racing ramp-up to parallel search phase.
- Record basis and PStart/DStart change in recording file.
- Fixed wrong answer bug due to disconnected component solves and implied bound cuts.
- Fixed bug with wrong declaration of SUBOPTIMAL for MIQCPs.
- Fixed problem with printing an empty tuplelist in Python API.
- Abort earlier if QP simplex runs into numerical issues.
- Use hard-coded path to libaes65.so on Mac to fix bug in newer MacOS versions.
- Fixed bug with accepting infeasible MIQCP solutions from fix-and-dive heuristic.
- Only remove zeros and tiny coefficients from internal copy of MIQCPs instead of modifying user model.
- Fixed bug in SARHSLow and SARHSUp computation for equations.
- Make TuneOutput=3 display solve logs in Python.
- Change default value for BarIterLimit to 1000 to fix a seemingly infinite loop.
- Fixed license manager issue on Windows.
- Fixed an integer overflow in presolve for very large models.
- Fixed issue with overwriting record file on Windows.
- Fixed segfault when replaying recorded file with UpdateMode=1.
- Fixed license manager issue on AIX.
- Output “model solved by another algorithm” instead of “Time limit exceeded” when barrier is interrupted by simplex in concurrent LP.
- Do not assign license token to malformed token requests – fixes issues with port scanners.
- Do not fix penalty variables in presolve if dual reductions are turned off.
- Fixed problem with expr.remove() in Python.
- Fixed problem with facility.py example.
- Add support for simple_triplet_matrix in row-major order in R interface.
- Move Record parameter to integer parameter enum in .NET interface.
- Fixed potential issue for models with PWL objectives and variables with -infinity lower bounds.
- Return AttributeError instead of GurobiError in Python interface when user requests a non-existent attribute.
- Extend licensing to support new Linux network interface naming convention.
- Modify barrier progress check.
- Fix potential problem when using UpdateMode=1 and setObjective() in the object-oriented interfaces.
- Fix a potential segfault for unbounded models with PWL objectives
Gurobi Optimizer v6.5.0
Bug Fixes
- Fixed an issue on Mac OS X 10.11 (El Capitan) where System Integrity Protection caused the Python interface not to load.
- Fixed a bug in the Python interface, where LogToConsole=0 would not disable some output.
- Added missing DistributedMIPJobs parameter to Java and C++ interfaces.
- Fixed an integer overflow on models with a large number of implied bounds.
- Fixed a segfault on QCP models when use the parameter setting PreDual=2.
- Fixed an issue that can occur when modifying indefinite QCP models to be positive semi-definite.
- Fixed an issue with lazy constraints on models with a few variables.
