Use of domain information to improve the performance of an evolutionary algorithm

GECCO 2005 - Genetic and Evolutionary Computation Conference

Volumn 2005-January, Issue , 2005, Pages 362-365

  Becerra, Ricardo Landa ^a   Coello Coello, Carlos A ^a  

^a DEPARTAMENTO DE FÍSICA   (Mexico)

Author keywords

constraint handling; cultural algorithms; differential evolution; optimization

Indexed keywords

CONSTRAINED OPTIMIZATION; CONSTRAINT HANDLING; MULTIOBJECTIVE OPTIMIZATION;

BELIEF SPACE; CONSTRAINT HANDLING; CULTURAL ALGORITHM; DIFFERENTIAL EVOLUTION; DOMAIN INFORMATIONS; DOMAIN KNOWLEDGE; MULTI-OBJECTIVES OPTIMIZATION; OPTIMISATIONS; PERFORMANCE; STATE OF THE ART;

EVOLUTIONARY ALGORITHMS;

EID: 77954612015     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1102256.1102337     Document Type: Conference Paper

References (9)

1. J. L. Bentley and J. H. Friedman. Data Structures for Range Searching. ACM Computing Surveys, 11(4):397-409, December 1979.
2. C.-J. Chung and R. G. Reynolds. CAEP: An Evolution-based Tool for Real-Valued Function Optimization using Cultural Algorithms. Journal on Artificial Intelligence Tools, 7(3):239-292, 1998.
3. X. Jin and R. G. Reynolds. Using Knowledge-Based Evolutionary Computation to Solve Nonlinear Constraint Optimization Problems: a Cultural Algorithm Approach. In 1999 Congress on Evolutionary Computation, pages 1672-1678, Washington, D.C., July 1999. IEEE Service Center.
4. Z. Michalewicz and M. Schoenauer. Evolutionary Algorithms for Constrained Parameter Optimization Problems. Evolutionary Computation, 4(1):1-32, 1996.
5. K. V. Price. An introduction to differential evolution. In D. Corne, M. Dorigo, and F. Glover, editors, New Ideas in Optimization, pages 79-108. McGraw-Hill, London, UK, 1999.
6. R. G. Reynolds. Cultural algorithms: Theory and applications. In D. Corne, M. Dorigo, and F. Glover, editors, New Ideas in Optimization, pages 367-377. McGraw-Hill, London, UK, 1999.
7. T. P. Runarsson and X. Yao. Stochastic Ranking for Constrained Evolutionary Optimization. IEEE Transactions on Evolutionary Computation, 4(3):284-294, September 2000.
8. S. M. Saleem. Knowledge-Based Solution to Dynamic Optimization Problems using Cultural Algorithms. PhD thesis, Wayne State University, Detroit, Michigan, 2001.
9. R. Storn. System Design by Constraint Adaptation and Differential Evolution. IEEE Transactions on Evolutionary Computation, 3(1):22-34, April 1999.