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Julia prototype for solving mixed categorical optimization problems to global optimality

License: MIT License

Julia 100.00%
branch-and-bound constraint-programming contractor filtering-algorithm global-optimization global-optimization-algorithms interval-analysis julia catalog-constraints categorical-optimization

categorical.jl's Introduction

Categorical.jl

What is Categorical.jl?

Categorical.jl is a Julia prototype for solving mixed categorical optimization problems to global optimality. It implements:

  • an interval branch-and-contract method that interleaves branching and constraint propagation phases on continuous domains. It is based on rigorous interval techniques that are robust to roundoff errors;
  • a new contractor called Clutch that handles catalog constraints (aka table constraints).

Run an example

Run one of the provided examples (also described in the companion article): ./julia example_scenario1.jl

Contributions

Categorical.jl was designed and implemented by Charlie Vanaret (Zuse-Institut Berlin).

License

Categorical.jl is released under the MIT license (see the license file).

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