LLM4Branch discovers branching policies for MILP solvers as LLM-generated executable programs whose parameters are tuned via zeroth-order optimization on solver performance.
The machine learning for combinatorial optimization competition (ml4co): Results and insights
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LLM4Branch: Large Language Model for Discovering Efficient Branching Policies of Integer Programs
LLM4Branch discovers branching policies for MILP solvers as LLM-generated executable programs whose parameters are tuned via zeroth-order optimization on solver performance.