Multiobjective optimization using adaptive range genetic algorithms with data envelopment analysis

7th AIAA/USAF/NASA/ISSMO Symposium on Multidisciplinary Analysis and Optimization

Volumn , Issue , 1998, Pages 2074-2082

  Arakawa, Masao ^a   Nakayama, Hirotaka ^b   Hagiwara, Ichiro ^c   Yamakawa, Hiroshi ^d  

^a TOKYO INSTITUTE OF TECHNOLOGY   (Japan)

^b KONAN UNIVERSITY   (Japan)

^c Dept Mechanical Engineering and Science ^*  (Japan)

^d WASEDA UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATA ENVELOPMENT ANALYSIS; DECISION MAKING; GENETIC ALGORITHMS; OPTIMIZATION;

ADAPTIVE RANGE GENETIC ALGORITHMS; DECISION MAKING UNIT; GENETIC SEARCH ALGORITHMS; HIGHLY ACCURATE; PARETO SOLUTION;

MULTIOBJECTIVE OPTIMIZATION;

EID: 84983112792     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (19)

1. Nakayama, H, " On Applications of Multi-objective Programming", Proceedings of the Sixth RAMP Symposium., (1994), p. 135-149, (in Japanese).
2. Hajela P., Lin, C.-Y., "Genetic Search Strategies in Multicriterion Optimal Design", Structural Optimization, Vol.4, (1992), p. 99-107.
3. Goldberg, D. E, Genetic Algorithms in Search, Optimization, and Machine Learning, Addison-Wesley. (1989).
4. Fonseca, C.M. and Fleming, P.J., " Genetic Algorithms for Multi-objective Optimization: Formulation, Discussion and Generalization", Proceeding of the Fifth International Conference on Genetic Algorithms, (1993), p.416-426.
5. Osyczka, A. and Kundu, S., "An Approach to Design Optimization Using Evolutionary Computation Technique", Proceeding of the Second China- Japan Symposium on Optimization of Structural and Mechanical Systems, (1995), p.158-165.
6. Belegundu, A.D., et al., "Multiobjective Optimization of Laminated Ceramic Composites Using Genetic Algorithms", Collection of Technical Paper on 5th Multidisciplinary Analysis and Optimization, AIAA, (1994), 1015-1022.
7. Schaffer, J.D., "Multiple Objective Optimization with Vector Evaluated Genetic Algorithms", Proceeding of the First International Conference of Genetic Algorithms and Their Application, (1985), p.93-100.
8. Tamaki, H., "Multi-Criteria Optimization by Genetic Algorithms", Chap. 3 on "Genetic Algorithms 2 (edited by Kitano), Sangyotosho, (1995), p.71-87.
9. Arakawa, M, Yamakawa, H., "Strategic Genetic Algorithms to Obtain Multiple Acceptable Design", in CD-ROM proceeding of 22nd Design Automation Conference, (1996).
10. Arakawa, M., Hagiwara, I., "Development of Adaptive Real Range Genetic Algorithms", JSME International, to be appeared.
11. Arakawa, M., Hagiwara, I., Yamakawa, H., "Foraging Strategic Genetic Algorithms To Obtain Multiple Acceptable Designs", Proc. on Int. Symp. of Optimization and Innovative Design 97, (in CD-ROM), (1997)
12. Charnes, A., Cooper, W.W, Rhodes, E., "Measuring the efficiency of decision making units", European Journal of Operation Research, Vol.2, (1978), p. 429-444.
13. Boussofiane, A., Dyson, R.G., Thanassoulies E., "Applied Data Envelopment Analysis", European Journal of Operational Research, Vol, 52, (1991), p. 1-15.
14. Tone, K., "Data Envelopment Analysis", Nikkagiren, (1993), (in Japanese)
15. Arakawa, M. & Hagiwara, I., "Nonlinear Integer, Discrete and Continuous Optimization Using Adaptive Range Genetic Algorithms", Proc. of Design Technical Conference (in CD-ROM), ASME, (1997)
16. Arakawa, M. & Hagiwara, I., "Development of Adaptive Range Genetic Algorithms(Proposal of the new operators for efficient and high accurate solutions)", Proc. of OPTIS98, JSME, (1998) to be appeared in Japanese.
17. Azarm, S., Papalambros, P., Tran. of ASME, Journal of Mechanisims, Transmissions, and Automation in Design, Vol. 106, No. 1, (1984), pp.82-89.
18. Athan, T.W., Papalambros, P.Y., "A Note on Weighted Criteira Methods for Compromise Solutions in Multi-Objective Optimization", Eng. Opt., Vol, 27, (1996), p. 155-176.
19. Koski, J., "Defectivenss of Weighting Method in Multicriteira Optimization of Structures", Communications in Applied Numerical Methods, Vol. 1, (1985), p.333-337.