Genetic algorithm based approach for scheduling of dual-resource constrained manufacturing systems

CIRP Annals - Manufacturing Technology

Volumn 48, Issue 1, 1999, Pages 369-372

  Elmaraghy, Hoda ^a   Patel, Vishvas ^b   Abdallah, Imed Ben ^a  

^a UNIVERSITY OF WINDSOR   (Canada)

^b GENERAL MOTORS CORPORATION   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONSTRAINT THEORY; GENETIC ALGORITHMS; MACHINERY; MANUFACTURE; OPTIMIZATION; PERSONNEL;

DISPATCHING RULES; DUAL RESOURCE CONSTRAINDED MANUFACTURING SYSTEMS; MEAN FLOW TIME;

SCHEDULING;

EID: 0032658950     PISSN: 00078506     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0007-8506(07)63204-1     Document Type: Article

References (11)

1. Gargeya, V.B., Deane, R.H., 1996, Scheduling research in multiple resource constrained job shop: a review and critique, International Journal of Production Research, 34/8:2077-2097.
2. Goldberg, D. E., 1989, Genetic Algorithms in Search, Optimization, and Machine Learning, Addison-Wesley, Reading, MA.
3. K.K.B. Hon, H. Chi, 1994, A new approach of group technology part families optimization, Annals of the CIRP, 43/1:425.
4. Jain, A.K., ElMaraghy, H. A., 1997, Single Process Plan Scheduling with genetic algorithms, Journal of Production Planning & Control, 8/4:363-376.
5. Miller, J.G., Berry, W.L., 1974, Heuristic methods for assignment men to machines: an experimental analysis, AIIE Transactions, 6:97-104.
6. Nasr, N., Elsayed, E. A., 1990, Job Shop scheduling with alternative machines, International Journal of Production Research, 28/9:1595-1609.
7. Treleven, M. D., Elvers, D. A., 1985, An Investigation of Labor Assignment rules in a Dual Resource Constrained Job-shop, The Journal of Operations Management, 6/1:51-68.
8. Treleven, M. D., 1989, A review of the dual-resource constrained system research, HE Transactions, 21: 279-287.
9. H.P. Wiendahl, R. Garlichs, 1994, Decentral production scheduling of assembly systems with genetic algorithm, Annals of the CIRP, 43/1:389.
10. Whitley, D., Kauth, J., 1988, GENITOR: a Different Genetic Algorithm, Proc. of the Rocky Mountain Conference on Artificial Intelligence, Denver, CO, 118-130.
11. N. Wong, M.C. Leu, 1993, Adaptive genetic algorithm for optimal printed circuit board assembly planning, Annals of the CIRP, 42/1:17.