Multi-objective optimization for site location problems through hybrid genetic algorithm with neural networks

Journal of Chemical Engineering of Japan

Volumn 32, Issue 1, 1999, Pages 51-58

  Shimizu, Yoshiaki ^a  

^a TOYOHASHI UNIVERSITY OF TECHNOLOGY   (Japan)

Author keywords

Disposal site location; Mixed integer programs; Multi objective genetic algorithm; Neural networks; Process systems

Indexed keywords

GENETIC ALGORITHMS; HAZARDOUS MATERIALS; INDUSTRIAL WASTE DISPOSAL; INTEGER PROGRAMMING; LINEAR PROGRAMMING; NEURAL NETWORKS; SITE SELECTION;

MULTI-OBJECTIVE MIXED-INTEGER LINEAR PROGRAMS;

INDUSTRIAL PLANTS;

EID: 0033077296     PISSN: 00219592     EISSN: None     Source Type: Journal    
DOI: 10.1252/jcej.32.51     Document Type: Article

References (13)

1. Cohen, J. L.; Multiobjective Programming and Planning, p. 115, Academic Press, New York, USA (1978)
2. Fonseca, C. M. and P. J. Fleming; "Genetic Algorithm for Multiobjective Optimization: Formulation, Discussion and Generalization," Proc. 5th Int. Conf. on Genetic Algorithm and Their Applications, Morgan Kaufmann Publisher, p. 416-423, Chicago, USA (1993)
3. Goldberg, D. E.; Genetic Algorithm in Search, Optimization, and Machine Learning, p. 60, p. 197. Addison-Wesley, Mass., USA (1989)
4. Keeney, R. L. and H. Raiffa; Decision with Multiple Objective Preference and Value Tradeoffs, p. 101, p. 224, John Wiley & Sons, New York, USA (1976)
5. Louis, S. J. and G. J. E. Rawling; "Pareto Optimility, GA-easiness and Deception," Proc. 5th Int. Conf. on Genetic Algorithm and Their Applications, Morgan Kaufmann Publisher, p. 118-123, Chicago, USA (1993)
6. Malakooti, B. and Y. Q. Zhou; "Feed forward Artificial Neural Networks for Solving Discrete Multiple Criteria Decision Making Problems," Manage. Sci.,40, 1542-1561 (1994)
7. Murata, T., H. Ishibuchi and H. Tanaka; "Flowshop Scheduling by Genetic Algorithm and Its Application to Multi-Objective Problems," Keisoku Jidoseigyo Gakkai Ronbunshu, 31, 583-590 (1995)
8. Saaty, TIL.; The Analytic Hierarchy Process, McGraw-Hill, New York, USA (1980)
9. Sakasegawa, H. (ed.); "Special Issue on Application of OR," Operations Research, 42, 265-375 (1997)
10. Schaffer, J. D.; "Multiple Objective Optimization with Vector Evaluated Genetic Algorithm," Proc. 1st Int. Conf. on Genetic Algorithm and Their Applications, Lawrence Erlbaum Associates Publisher, p. 93-100, Pittsburgh, USA (1985)
11. Shimizu, Y.; "Multiobjective Analysis of Mixed-Integer Linear Programs through a Hybrid Use of Genetic Algorithm with Mathematical Programming," Kagaku Kogaku Ronbunshu, 25 (1999) (to be published)
12. Tamaki, H., M. Mori and M. Araki; "Generation of a Set of Pareto-Optimal Solutions by Genetic Algorithms," Keisoku Jidoseigyo Gakkai Ronbunshu, 31, 1185-1192 (1995)
13. Venugopal, V. and T. T. Narendran; "A Genetic Algorithm Approach to the Machine-Component Grouping Problem with Multiple Objectives," Computers Ind. Engng.,22, 469-480 (1992)