Knowledge-based self-adaptation in evolutionary search

International Journal of Pattern Recognition and Artificial Intelligence

Volumn 14, Issue 1, 2000, Pages 19-33

  Chung, Chan Jin ^a   Reynolds, Robert G ^b  

^a Lawrence Technological University   (United States)

^b Wayne State University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SYSTEMS PROGRAMMING; FUZZY SETS; INFERENCE ENGINES; LEARNING ALGORITHMS; MATHEMATICAL PROGRAMMING; RESPONSE TIME (COMPUTER SYSTEMS);

EVOLUTIONARY ALGORITHMS; EVOLUTIONARY PROGRAMMING; KNOWLEDGE BASED SELF-ADAPTATION;

ARTIFICIAL INTELLIGENCE;

EID: 0033882110     PISSN: 02180014     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0218-0014(00)00004-0     Document Type: Article

References (8)

1. P. A. Angeline, "Adaptive and self-adaptive evolutionary computation," Computation Intelligence, IEEE Press, NY, 1995, pp. 152-163.
2. C.-J. Chung and R. G. Reynolds, "A testbed for solving optimization problems using cultural algorithms," Proc. Fifth Annual Conf. Evolutionary Programming, 1996.
3. D. B. Fogel, Evolutionary Computation: Toward a New Philosophy of Machine Intelligence, IEEE Press, Piscataway, NJ, 1995.
4. J.-H. Kim, J.-Y. Jeon, H.-K. Chae, and K.-I. Koh, "A novel evolutionary algorithm with fast convergence," Proc. IEEE Int. Conf. Evolutionary Computation (ICEC'95), 1995, pp. 819-824.
5. R. G. Reynolds and C.-J. Chung, "A self-adaptive approach to representation shifts in cultural algorithms," Proc. IEEE Int. Conf. Evolutionary Computation, Nagoya, Japan, 1996, pp. 94-99.
6. R. G. Reynolds and J. I. Maletic, "The use of version space-controlled genetic algorithms to solve the Boole problem," Int. J. Artif. Intell. Tools 2, 2 (1993) 219-234.
7. R. Salomon, "Reevaluating genetic algorithm performance under coordinate rotation of benchmark functions. A survey of some theoretical and practical aspects of genetic algorithms," BioSyst. 39 (1996) 263-278.
8. H.-P. Schwefel, Evolution and Optimum Seeking, John Wiley, NY, 1995.