Using knowledge-based evolutionary computation to solve nonlinear constraint optimization problems: A cultural algorithm approach

Proceedings of the 1999 Congress on Evolutionary Computation, CEC 1999

Volumn 3, Issue , 1999, Pages 1672-1678

  Jin, Xidong ^a   Reynolds, Robert G ^a  

^a Wayne State University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CALCULATIONS; CONSTRAINED OPTIMIZATION; KNOWLEDGE BASED SYSTEMS;

CONSTRAINT OPTIMIZATION PROBLEMS; CONSTRAINT OPTIMIZATIONS; CULTURAL ALGORITHM; GLOBAL KNOWLEDGE; INTEGRATION OF KNOWLEDGE; NON-LINEAR CONSTRAINTS; PROBLEM PARAMETERS; UNCONSTRAINT OPTIMIZATIONS;

PROBLEM SOLVING;

EID: 84901434141     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.1999.785475     Document Type: Conference Paper

References (9)

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2. Chan-Jin Chung and Robert G, Reynolds, "CAEP: An Evolution-based Tool for Real-Valued Function Optimization using Cultural Algorithms", International Journal on Artificial Intelligence Tools, Vol7, No. 3, 1998.
3. L. J. Eshelman and J. D. Schaffer, "Real-Coded Genetic Algorithms and Interval-Schemata", Proceedings of the Second Workshop on Foundations of Genetic Algorithms. Vail, Colorado, 1992.
4. C. A. Floudas and P. M Pardalos, "A Collection of Test Problems for Constrained Global Optimization Algorithms", Springer-Verlag, 1990
5. D. B. Fogel, "Evolutionary Computation: Toward a New Philosophy of Machine Intelligence", IEEE press, 1995
6. Zbigniew Michalewize, "Genetic Algorithms + Data Structures=Evolution Program", Springer, 1996
7. David E. Goldberg, "Genetic Algorithms in Search, Optimization, and Machine learning", Addison Wesley, 1989
8. Robert G. Reynolds and J. Maletic, "The Use of Version Space Controlled Genetic Algorithms to Solve the Boole Problem", International Journal on Artificial Intelligence Tools, Vol. 2, No. 2.
9. Robert G. Reynolds and C. Chung, "A Self-adaptive Approach to Representation Shifts in Cultural Algorithms", Proceedings of IEEE International Conference on Evolutionary Computation, Nagoya, Japan, 1996.