Omni-optimizer: A procedure for single and multi-objective optimization

Lecture Notes in Computer Science

Volumn 3410, Issue , 2005, Pages 47-61

  Deb, Kalyanmoy ^a   Tiwari, Santosh ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY KANPUR   (India)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; PROBLEM SOLVING;

MULTI-GLOBAL PROBLEMS; OPTIMIZATION PROBLEMS; UNI-GLOBAL PROBLEMS;

HEURISTIC METHODS;

EID: 24344437186     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-540-31880-4_4     Document Type: Conference Paper

References (13)

1. K. Deb. Genetic algorithms in multi-modal function optimization. Master's thesis, Tuscaloosa, AL: University of Alabama, 1989.
2. K. Deb. Optimization for Engineering Design: Algorithms and Examples. New Delhi: Prentice-Hall, 1995.
3. K. Deb. An efficient constraint handling method for genetic algorithms. Computer Methods in Applied Mechanics and Engineering, 186(2-4):311-338, 2000.
4. K. Deb. Multi-objective optimization using evolutionary algorithms. Chichester, UK: Wiley, 2001.
5. K. Deb, S. Agrawal, A. Pratap, and T. Meyarivan. A fast and elitist multi-objective genetic algorithm: NSGA-II. IEEE Transactions on Evolutionary Computation, 6(2):182-197, 2002.
6. M. Ehrgott. Multicriteria Optimization. Berlin: Springer, 2000.
7. L. J. Eshelman. The CHC adaptive search algorithm: How to have safe search when engaging in nontraditional genetic recombination. In Foundations of Genetic Algorithms 1 (FOGA-1), pages 265-283, 1991.
8. D. E. Goldberg and J. Richardson. Genetic algorithms with sharing for multimodal function optimization. In Proceedings of the First International Conference on Genetic Algorithms and Their Applications, pages 41-49, 1987.
9. M. T. Jensen. Reducing the run-time complexity of multiobjective EAs. IEEE Transcations to Evolutionary Computation, 7(5):503-515, 2003.
10. H. T. Kung, F. Luccio, and F. P. Preparata. On finding the maxima of a set of vectors. Journal of the Association for Computing Machinery, 22(4):469-476, 1975.
11. K. Miettinen. Nonlinear Multiobjective Optimization. Kluwer, Boston, 1999.
12. A. Pétrowski. A clearing procedure as a niching method for genetic algorithms. In IEEE 3rd International Conference on Evolutionary Computation (ICEC'96), pages 798-803, 1996.
13. H.-P. Schwefel. Evolution and Optimum Seeking. New York: Wiley, 1995.