Learning generalizable heuristics for solving vehicle routing problem under distribution shift

Learning generalizable heuristics for solving vehicle routing problem under distribution shift

Combinatorial optimization problems (COPs) with NP-hardness are always featured by discrete search space and intractable computation to seek the optimal solution. As a fundamental COP in logistics, the vehicle routing problem (VRP) concerns the cost-optimal delivery of items from the depot to a set...

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書目詳細資料
主要作者:	Jiang, Yuan
其他作者:	Zhang Jie
格式:	Thesis-Doctor of Philosophy
語言:	English
出版:	Nanyang Technological University 2024
主題:	Computer and Information Science Vehicle routing problem Combinatorial optimization problem Deep learning Distribution shift
在線閱讀:	https://hdl.handle.net/10356/173657
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	Nanyang Technological University
語言:	English

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