A GA-based systematic reasoning approach for solving traveling salesman problems using an orthogonal array crossover

Shinn-Ying Ho, Jian Hung Chen

研究成果: Conference contribution同行評審

10 引文 斯高帕斯(Scopus)

摘要

This paper proposes a novel genetic algorithm-based systematic reasoning approach using an orthogonal array crossover (OAX) for solving the traveling salesman problem (TSP). OAX makes use of the systematic reasoning ability of orthogonal arrays that can effectively preserve superior sub-paths from parents and guide the solution towards better quality. OAX combines the advantages of two traditional approaches: canonical approach and heuristic approach. It is shown empirically that OAX outperforms various superior crossovers in both accuracy and speed. An improved OAX with a well-known heuristic method is also presented.

原文English
主出版物標題Proceedings - 4th International Conference/Exhibition on High Performance Computing in the Asia-Pacific Region, HPC-Asia 2000
發行者Institute of Electrical and Electronics Engineers Inc.
頁面659-663
頁數5
ISBN(電子)0769505902, 9780769505909
DOIs
出版狀態Published - 1 1月 2000
事件4th International Conference/Exhibition on High Performance Computing in the Asia-Pacific Region, HPC-Asia 2000 - Beijing, 中國
持續時間: 14 5月 200017 5月 2000

出版系列

名字Proceedings - 4th International Conference/Exhibition on High Performance Computing in the Asia-Pacific Region, HPC-Asia 2000
2

Conference

Conference4th International Conference/Exhibition on High Performance Computing in the Asia-Pacific Region, HPC-Asia 2000
國家/地區中國
城市Beijing
期間14/05/0017/05/00

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