期刊论文

Zhou, Kang

英文

Swarm and Evolutionary Computation

2210-6502

2018

39

310-322

10.1016/j.swevo.2017.11.001

This project was supported by National Natural Science Foundation of China ( 61179032 ), the Special Scientific Research Fund of Food Public Welfare Profession of China ( 201513004-3 ), the Research and Practice Project of Graduate Education Teaching Reform of Wuhan Polytechnic University ( YZ2015002 ) and the Humanities and Social Sciences Fund Project of Hubei Provincial Education Department ( 17Y071 ).

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Multi-objective vehicle routing problem with time windows (VRPTW) has important applications in engineering and computer science, and it is a NP-hard problem. In the last decade, numerous new methods for multi-objective VRPTW have sprung up. However, the calculation speed of most algorithms is not fast enough, and on the other hand, these algorithms did not give a complete Pareto optimal front, although their results are excellent. Hence, in this paper, a tissue P system with three cells based MOEA, termed PDVA, is proposed to solve the multi-o...