A new constraint tournament selection method for multicriteria optimization using genetic algorithm

Proceedings of the 2000 Congress on Evolutionary Computation, CEC 2000

Volumn 1, Issue , 2000, Pages 501-508

  Andrzej, Osyczka ^a   Stanislaw, Krenich ^a  

^a CRACOW UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

Genetic algorithm; Multicriteria optimization; Nonlinear programming; Tournament selection

Indexed keywords

ALGORITHMS; CHROMOSOMES; NONLINEAR PROGRAMMING; CONSTRAINT THEORY;

EVALUATION OF FITNESS; FEASIBLE SOLUTION; FITNESS VALUES; MULTI-CRITERION OPTIMIZATION; MULTICRITERIA OPTIMIZATION; NEW GENETIC ALGORITHMS; OBJECTIVE FUNCTIONS; TOURNAMENT SELECTION;

GENETIC ALGORITHMS;

MULTICRITERIA OPTIMIZATION; TOURNAMENT SELECTION;

EID: 0033666526     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2000.870338     Document Type: Conference Paper

References (13)

1. Belegundu A.D. Murthy D.V., Salagame R.R. and Constans E.W. (1994): Multi objective optimization of laminated ceramic composites using genetic algorithms. In 5th AIAA/NASA /USAF/ISSMO Symposium on Multidisciplinary Analysis and Optimization, Panama City, Florida, September 1994. AIAA, Inc., pp. 10151022.
2. Coello, Carlos A. (1999): A Comprehensive Survey of Evolutionary-Based Multiobjective Optimization Techniques. Knowledge and Information Systems, Vol. I, No. 3, pp. 269-308.
3. Fee, I.W., Parkinson, A.R., Bryce, G.R. & Balling, I.R. (1987): Approximation of computationally expensive and noisy functions for constrained nonlinear optimization. Trans. ASME, J. Mech. Trans. Auto. Des. 19, 528-532.
4. Fonesca C. M., Fleming P. J., (1995J/ An overviev evolutionary algorithms in multiobjecive optimization. Evolutionary Computation 3, 1, pp. 1-16.
5. Gen M. P., Cheng R., (1997): Genetic Algorithms and Engineering Design. John Wiley and Sons, Inc. New York.
6. Horn J., Nafpliotis N. and Goldberg D.E. (1993): Multiobjective optimization using the Niched pareto genetic algorithm. Tech report IlliGAL, Dept. of General Engineering, University of Illinois at Urbana Champaign, Urbana, IL 61801-2996.
7. Osyczka A, Krenich S., Kundu S. (1999): Proportional and tournament selections for constrained optimization problems using Genetic Algorithms, Evolutionery Optimization, Vol. 1, No. 1, pp.89-92.
8. Osyczka A., .Kuchta W., Czula W. (1994): Computer Aided Multicriterion Optimization System for Computationally Expensive Functions, Structural Optimization, 8 37-41.
9. Osyczka A., Kundu S. (1995): A new method to solve generalized multicriterion optimization problem using the genetic algorithm. Structural Optimization, 10(2), pp. 94-99.
10. Osyczka A., Kundu S.(1996): A Modified Distance Method for Multicriteria Optimization, Using Genetic Algorithms, Computers in Industrial Engineering, Special Issue on Genetic Algorithms. 30(4) 871-882
11. Osyczka A., Tamura H., Saito Y. (1997): "Pareto Set Distribution Method for Multicriteria Design Optimization Using Genetic Algorithm", In Proceedings of Engineering Design and Automation Conference, Bangkok, Thailand, March 18-21. 12. Schaffer J.D. (1985): Multiple objective optimization with vector evaluated genetic algorithms. In: J. Grefenstte, ed., Proceedings of an International Conference on Genetic Algorithms and their Applications, pp. 93-100.
12. Schoofs, A.J.G. (1988) Experimental Design and Structural Optimization. In Structural Optimization, Rozwany, G.I.N. & Karihaloo, B.L. (Eds.) Kluwer, 307-314.
13. Srinivas N. & Deb K. (1995): Multiobjective optimization using nondominated sorting in Genetic Algorithm, Evolutionary Computation 2(3), pp. 221248.