In this example, we’ll show you how to use mathematical optimization to address a Protein Comparison problem. You’ll learn how to model this problem – which involves measuring the similarities of two proteins – as a quadratic assignment problem using the Gurobi Python API and find an optimal solution to it with the Gurobi Optimizer.
This model is example 29 from the fifth edition of Model Building in Mathematical Programming by H. Paul Williams on pages 290-291 and 345.
This modeling example is at the advanced level, where we assume that you know Python and the Gurobi Python API and that you have advanced knowledge of building mathematical optimization models. Typically, the objective function and/or constraints of these examples are complex or require advanced features of the Gurobi Python API.
Click on the button below to access the example in Google Colab, which is a free, online Jupyter Notebook environment that allows you to write and execute Python code through your browser.
Check out the Colab Getting Started Guide for full details on how to use Colab Notebooks as well as create your own.
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