会议论文

Zhou, K.

英文

Communications in Computer and Information Science

1865-0929

2021

1363 CCIS

534-559

15th International Conference on Bio-Inspired Computing: Theories and Applications, BIC-TA 2020

23 October 2020 through 25 October 2020

Pan L.Pang S.Song T.Gong F.

Springer Science and Business Media Deutschland GmbH

9789811613531

10.1007/978-981-16-1354-8_38

Acknowledgement. This work is partially supported by subproject of the National Key Research and Development Program of China (Grant No. 2017YFD0401102-02), Key Project of Philosophy and Social Science Research Project of Hubei Provincial Department of Education in 2019(19D59) and Science and Technology Research Project of Hubei Provincial Department of Education (D20191604).

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This paper presents a multi-objective algorithm based on tissue P system(MO TPS for short) for solving the tri-objective grain dispatching and transportation. This problem can be abstracted to solve the tri-objective VRPTW. In the algorithm, the cells of the tissue P system are divided into two groups. The first group, consisting of only one cell, aims at approaching to the Pareto front by the intelligent algorithm with non-domination rule while second group, consisting of six cells, focuses on searching boundaries by the artificial bee colony ...