DocumentCode
2038103
Title
No-wait and blocking job-shops: challenging problems for GA´s
Author
Brizuela, Carlos A. ; Zhao, Yong ; Sannomiya, Nobuo
Author_Institution
Centro Nacional de Computacion, Univ. Nacional de Asuncion, Paraguay
Volume
4
fYear
2001
fDate
2001
Firstpage
2349
Abstract
This paper deals with the resolution of no-wait and blocking job-shop scheduling problems. A genetic algorithm is proposed as the main procedure to deal with these complex (NP-complete) problems. Decoding techniques to use in the algorithm are proposed as the main contributions of this research. The decoding techniques ensure no violation of the no-wait and blocking conditions, i.e. they always produce feasible solutions. Numerical experiments on some classical benchmark problems are performed in order to show the effectiveness of the method
Keywords
genetic algorithms; production control; scheduling; NP-complete problems; blocking job-shops; decoding techniques; feasible solutions; genetic algorithm; job-shop scheduling problems; no-wait job-shops; Buffer storage; Decoding; Genetic algorithms; Job shop scheduling; Processor scheduling; Production; Steel; Stochastic processes; Temperature; Viscosity;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 2001 IEEE International Conference on
Conference_Location
Tucson, AZ
ISSN
1062-922X
Print_ISBN
0-7803-7087-2
Type
conf
DOI
10.1109/ICSMC.2001.972908
Filename
972908
Link To Document