A team from DeepMind and Google Research leverages neural networks to automatically construct effective heuristics from a dataset for mixed integer programming (MIP) problems. The approach significantly outperforms classical MIP solver techniques.

Here is a quick read: DeepMind & Google Use Neural Networks to Solve Mixed Integer Programs.

The code is available on the project GitHub. The paper Solving Mixed Integer Programs Using Neural Networks is on arXiv.



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