Abstract: This paper presents a data-driven optimization method based on tree search-based reinforcement learning to solve strongly non-separable mixed-integer problems. With this method, some ...
Abstract: This paper proposes a new evolutionary partition based method to tackle complex combinatorial optimization problems, such as a class of scheduling problems with hard Q-time constraints. The ...
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