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 ...

A tool for spotting pancreatic cancer in routine CT scans has had promising results, one example of how China is racing to apply A.I. to medicine’s tough problems. Self-service kiosks at the ...

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 ...