Use of rules and preferences for schedule builders in genetic algorithms for production scheduling

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1305, Issue , 1997, Pages 237-250

  Shaw, K J ^a   Fleming, P J ^a  

^a UNIVERSITY OF SHEFFIELD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

CHROMOSOMES; GENETIC ALGORITHMS; MANUFACTURE; PRODUCTION CONTROL;

GENETIC ALGORITHM (GAS); HEURISTIC RULES; LARGE AMOUNTS; MANUFACTURING ENVIRONMENTS; OPTIMISATIONS; PRODUCTION SCHEDULE; PRODUCTION SCHEDULING;

SCHEDULING ALGORITHMS;

EID: 77952242849     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/bfb0027178     Document Type: Conference Paper

References (16)

1. Bagchi, S., Uckan, S., Miyabe, Y., Kawamura, K., 1991. Exploring Problem- Specific Recombination Operators for Job-Shop Scheduling, Proceedings of the Fourth International Conference on Genetic Algorithms. Morgan Kaufmann Publishers
2. Davis, L., 1985. Job Shop Scheduling with Genetic Algorithms, Proceedings of an International Conference on Genetic Algorithms, 1985.
3. Davis, L., 1989. Adaptive Operator Probabilities in Genetic Algorithms, Proceedings of the Third International Conference on Genetic Algorithms and their Applications, 1989, pp. 60-69.
4. Dorndorf and Pesch, 1995. Evolution Based Learning in a Job Shop Scheduling Environment, Computers and Operations Research, Vol. 22, Issue 1, pp. 25-40.
5. Fang, H. Ross, P. and Come, D., 1994. A Promising Hybrid GA/Heuristic Approach for Open-Shop Scheduling Problem, ECAI 11th European Conference on AI, Wiley.
6. Fox, and McMahon, 1990. Genetic Operators of Sequencing Problems, Foundations of Genetic Algorithms, ed. G. J. E. Rawlings, 284-301.
7. Giffier B., and Thompson G. L., 1969. Algorithms for solving production scheduling problems, Operations Research 8:487-503.
8. Langdon, W., 1996. Scheduling Maintenance of Electrical Power Transmission Networks Using Genetic Programming,, GP-96 Conference, John Koza (ed.), Stanford Bookstore.
9. MeIlhagga, Husbands. and Ive. S., 1996. A Comparison of Optimisation Techniques for Integrated Manufacturing Planning and Scheduling, Proceedings of Parallel Problem Solving from Nature IV.
10. Michalewicz, Z., 1996. Evolutionary Computation; Practical Issues, International Conference on Evolutionary Computation, ICEC '96. pp. 30-39.
11. Shaw, K.J., and Fleming, P. J., 1996. An Initial Study of Practical Multi-Objective Production Scheduling Using Genetic Algorithms, UKACC International Conference on Control '96, pp 479-485, IEE.
12. Shaw, R., 1996. Extending the Shelf Life of Chilled Ready Meals, Developments in Meat Packaging, ed. Taylor A. A., ECCEAMST, Utrecht, The Netherlands.
13. Syswerda, and Palmucci, 1991. The Application of Genetic Algorithms to Resource Scheduling, Proceedings of the Fourth International Conference on Genetic Algorithms, pp. 502-508.
14. Syswerda, G., 1991. Schedule Optimisation using Genetic Algorithms, Handbook of Genetic Algorithms, ed. Davis, L., Van Nostrand Reinhold.
15. Uckun, Bagchi, Kawamura, and Miyabe, 1993. Managing Genetic Search in Job Shop Scheduling, IEEE Expert, October 1993, pp. 15-24.
16. Whitley, D., Starkweather, T., and Fuquay, D., 1989. Scheduling Problems and Traveling Salesman; the Genetic Edge Recombination Operator. Proceedings of the Third International Conference on Genetic Algorithms, pp 133-140.