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
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.