A GENETIC ALGORITHM FOR SEQUENCING TYPE PROBLEMS IN ENGINEERING DESIGN

Citation
Mw. Huang et al., A GENETIC ALGORITHM FOR SEQUENCING TYPE PROBLEMS IN ENGINEERING DESIGN, International journal for numerical methods in engineering, 40(17), 1997, pp. 3105-3115
Citations number
6
Categorie Soggetti
Computer Application, Chemistry & Engineering",Engineering,Mathematics
ISSN journal
00295981
Volume
40
Issue
17
Year of publication
1997
Pages
3105 - 3115
Database
ISI
SICI code
0029-5981(1997)40:17<3105:AGAFST>2.0.ZU;2-K
Abstract
A genetic algorithm for engineering applications that involve sequenci ng of operations is proposed and demonstrated. Such applications are k nown as travelling salesman problems in operations research literature . The proposed algorithm uses some new operators that are different fr om those typically used in genetic algorithms. Some enhancements for i mproving performance of the algorithm are also described. Treatment of two salesmen in the problem is also discussed. Results for test probl ems, including a vehicle A-pillar subassembly welding sequence applica tion, show performance of the proposed algorithm to be quite robust. ( C) 1997 by John Whey & Sons, Ltd.