Three-dimensional container loading using a cooperative co-evolutionary genetic algorithm

Applied Artificial Intelligence

Volumn 18, Issue 7, 2004, Pages 581-601

  Pimpawat, Chaiwat ^a   Chaiyaratana, Nachol ^a  

^a KING MONGKUT'S UNIVERSITY OF TECHNOLOGY NORTH BANGKOK   (Thailand)

Author keywords

[No Author keywords available]

Indexed keywords

CO-EVOLUTIONARY GENETIC ALGORITHMS (CCGA); CONTAINER LOADING; SEQUENCE-BASED OPTIMIZATION;

CONTAINERS; FREIGHT TRANSPORTATION; GENETIC ALGORITHMS; HEURISTIC METHODS; LOADING; OPTIMIZATION; PACKAGING; PROBLEM SOLVING;

PRODUCTION ENGINEERING;

EID: 4444309757     PISSN: 08839514     EISSN: None     Source Type: Journal    
DOI: 10.1080/08839510490483260     Document Type: Article

References (16)

1. Baker, J. E. 1989. An analysis of the effects of selection in genetic algorithms, Ph.D. Thesis, Computer Science Department, Vanderbilt University, Nashville, TN.
2. Chen, C. S., S. M. Lee, and Q. S. Shen. 1995. An analytical model for the container loading problem. European Journal of Operational Research 80: 68-76.
3. Corcoran, A. L. III and R. L. Wainwright. 1992. A genetic algorithm for packing in three dimensions. In Proceedings of the 1992 ACM/SIGAPP Symposium on Applied Computing (SAC'92), pages 1021-1030, Kansas City, KS, USA.
4. Davis, L. 1985. Applying adaptive algorithms to epistatic domains. In Proceedings of the Ninth International Joint Conference on Artificial Intelligence, pages 162-164, Los Angeles, CA, USA.
5. De Jong, K. A. and M. A. Potter. 1995. Evolving complex structures via cooperative coevolution. In Proceedings of the Fourth Annual Conference on Evolutionary Programming, pages 307-318, San Diego, CA, USA.
6. Dowsland, W. B. 1991. Three-dimensional packing: Solution approaches and heuristic development. International Journal of Production Research 29(8): 1673-1685.
7. Gehring, H., K. Menschner, and M. Meyer. 1990. A computer-based heuristic for packing pooled shipment containers. European Journal of Operational Research 44: 277-288.
8. Goldberg, D. E. 1989. Genetic algorithms: In Search, Optimization and Machine Learning. Reading, MA: Addison-Wesley.
9. Herdy, M. 1991. Application of the evolution strategy to discrete optimisation problems. In Proceedings of the First International Conference on Parallel Problem Solving from Nature (PPSN), pages 188-192, Dortmund, West Germany.
10. Kröger, B. 1995. Guillotineable bin packing: A genetic approach. European Journal of Operational Research 84: 645-661.
11. Mohanty, B. B., K. Mathur, and N. J. Ivancic. 1994. Value considerations in three-dimensional packing: A heuristic procedure using the fractional knapsack problem. European Journal of Operational Research 74: 143-151.
12. Potter, M. A. and K. A. De Jong. 1994. A cooperative coevolutionary approach to function optimization. In Proceedings of the Third International Conference on Parallel Problem Solving from Nature (PPSNIII), pages 249-257, Jerusalem, Israel.
13. Potter, M. A. and K. A. De Jong. 1995. Evolving neural networks with collaborative species. In Proceedings of the 1995 Summer Computer Simulation Conference, pages 340-345, Ottawa, Ontario, Canada.
14. Potter, M. A. and K. A. De Jong. 2000. Cooperative coevolution: An architecture for evolving coadapted subcomponents. Evolutionary Computation 8(1): 1-29.
15. Potter, M. A., K. A. De Jong, and J. J. Grefenstette. 1995. A coevolutionary approach to learning sequential decision rules. In Proceedings of the Sixth International Conference on Genetic Algorithms, pages 366-372, Pittsburgh, PA, USA.
16. Shimodaira, H. 1997. DCGA: A diversity control oriented genetic algorithm. In Proceedings of the Second International Conference on Genetic Algorithms in Engineering Systems: Innovations and Applications (GALESIA'97), pages 444-449, Glasgow, Scotland, UK.