Title :
A Tool for Decision Making in Manufacturing Process Flexible
Author :
Senties, O.B. ; Lasserre, Alberto Aguilar ; Flores, Fernando Ortiz ; Osorio, Raül Torres ; de la Parra, J.P.N.
Author_Institution :
Div. de Estudios de Posgrado e Investig., Inst. Tecnol. de Orizaba, Orizaba
Abstract :
Scheduling of semiconductor wafer fabrication system is identified as a complex problem, involving multiple and conflicting objectives (makespan and minimizing waiting time for instance) to satisfy. In this study, we propose an effective approach based an artificial neural network technique embedded in a multi-objective optimization loop for multi-decision scheduling problems in a semiconductor wafer fabrication environment.
Keywords :
artificial intelligence; decision making; flexible manufacturing systems; integrated circuit manufacture; neural nets; optimisation; production engineering computing; scheduling; artificial neural network; decision making; flexible manufacturing process; multidecision scheduling problems; multiobjective optimization loop; semiconductor wafer fabrication system; Artificial intelligence; Artificial neural networks; Decision making; Delay; Fabrication; Genetic algorithms; Job shop scheduling; Manufacturing processes; Production; Semiconductor device modeling; genetic algorithm; neural network; simulation;
Conference_Titel :
Artificial Intelligence, 2008. MICAI '08. Seventh Mexican International Conference on
Conference_Location :
Atizapan de Zaragoza
Print_ISBN :
978-0-7695-3441-1
DOI :
10.1109/MICAI.2008.29
