Gurobi linear expression object. A linear expression consists of a constant term, plus a list of coefficient-variable pairs that capture the linear terms. Linear expressions are used to build constraints. They are temporary objects that typically have short lifespans.
GRBLinExpr class is a sub-class of the abstract base
In .NET languages that support operator overloading, you generally
build linear expressions using overloaded operators. For example, if
x is a GRBVar object, then
x + 1 is a GRBLinExpr
object. Expressions can be built from constants (e.g.,
expr = 0), variables
(e.g., expr = 1 * x + 2 * y), or from other
expr2 = 2 * expr1 + x, or
expr3 = expr1 + 2 * expr2). You can also modify existing expressions
expr += x, or
expr2 -= expr1).
The other option for building expressions is to start with an empty expression (using the GRBLinExpr constructor), and then add terms. Terms can be added individually (using AddTerm) or in groups (using AddTerms or MultAdd). Terms can also be removed from an expression, using Remove.
Note that the cost of building expressions depends heavily on the approach you use. While you can generally ignore this issue when building small expressions, you should be aware of a few efficiency issues when building large expressions:
- You should avoid using
expr = expr + xor
expr += xin a loop. It will lead to runtimes that are quadratic in the number of terms in the expression.
- Using AddTerm in a loop is reasonably efficient, but it isn't the most efficient approach.
- The most efficient way to build a large expression is to make a single call to AddTerms.
Individual terms in a linear expression can be queried using the GetVar and GetCoeff methods. The constant can be queried using the Constant property. You can query the number of terms in the expression using the Size property.
Note that a linear expression may contain multiple terms that involve the same variable. These duplicate terms are merged when creating a constraint from an expression, but they may be visible when inspecting individual terms in the expression (e.g., when using GetVar).