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 :
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