Eugenics-Based Genetic Algorithm

IEICE Transactions on Information and Systems

Volumn E79-D, Issue 5, 1996, Pages 600-607

  Ye, Ju ^a   Tanaka, Masahiro ^a   Tanino, Tetsuzo ^a  

^a OKAYAMA UNIVERSITY   (Japan)

Author keywords

Eugenics; Evolutionary computation; Genetic algorithm; Optimization

Indexed keywords

HEURISTIC METHODS; OPTIMIZATION; PROBABILITY; PROBLEM SOLVING; RANDOM PROCESSES;

EUGENICS; EVOLUTIONARY COMPUTATION;

GENETIC ALGORITHMS;

EID: 0030148328     PISSN: 09168532     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (20)

1. J. H. Holland, "Adaptation in Natural and Artificial Systems," The University of Michigan Press, Ann Arbor, 1975.
2. D. Whitley, "A genetic algorithm tutorial," Technical Report. CS-93-103, Department of Computer Science, Colorado State University, 1993.
3. H. Kitano ed. , "Genetic Algorithm," Sangyou Tosyo, Tokyo, 1993 (in Japanese).
4. L. Davis, "Handbook of Genetic Algorithms," Van Nostrand Reinhold, New York, 1991.
5. F. Gallon, "Hereditary talent and character (Part I and Part II)," Macmillan's Magazine, vol. 12, no. 68, pp. 157-166, 318-327, 1865.
6. F. Gallon, "The possible improvement of the human breed under the existing conditions of law and sentimenl," Nature, vol. 64, pp. 659-665, 1901.
7. F. Gallon, "Eugenics: its definition, scope and aims," Sociological papers, Macmillan, London, pp. 45-50, 1905.
8. L. G. Kenneth and G. Beltylee, "Eugenics: past, presenl, and ihe future," American Journal of Human Genetics, vol. 49, pp. 1109-1118, 1991.
9. E. A. Garland, "Eugenics and American social hislory, 1880-1950," Genome, vol. 31, no. 2, pp. 885-889, 1989.
10. K. Sims,1 "Artificial evolulion for computer graphics," Compuler Graphics, vol. 25, no. 4, pp. 319-328, 1991.
11. T. Tanino, M. Tanaka, and C. Hojo, "An inleraclive multicriteria decision making melhod by using a genelic algorilhm," Proc. Second Inlernalional Conference on Syslems Science and Syslems Engineering, pp. 381-386, 1993.
12. M. D. Vose, "A closer look al mulalion in genelic algorithms," Annals of Mathematics and Artificial Intelligence, vol. 10, no. 4, pp. 423-434, 1994.
13. L. J. Eshelman, "The CHC adaptive search algorithm: how to have safe search when engaging in nontradilional genetic recombination," Foundalions of Genelic Algorilhms, pp. 265-283, 1991.
14. N. Kubola, T. Dale, and T. Fukuda, "Inlroduclion of age siruclure to genetic algorilhm and ils convergence," Transactions of Society on Instrumenl and Conlrol Engineering, vol. 31, no. 5, pp. 560-568, 1995 (in Japanese).
15. D. E. Goldberg, "Genelic Algorilhms in Search, Optimization, and Machine Learning," Addison-Wesley, MA, 1989.
16. I. M. Oliver, D. J. Smith, and J. R. C. Holland, "A sludy of permulation crossover operators on the Iraveling salesman problem," Proc. Second Inlernalional Conference on Genelic Algorilhms, Lawrence Erlbaum Associales, Hillsdale, pp. 224-230, 1987.
17. M. Yamamura, T. Ono, and S. Kobayashi, "Characlerpreserving genelic algorilhms for the traveling salesman problem," Journal of the Japanese Society of Artificial Intelligence, vol. 7, pp. 1049-1059, 1992 (in Japanese).
18. H. Tamaki, H. Kila, N. Shimizu, K. Maekawa, and Y. Nishikawa, "A comparison sludy of genelic codings for Ihe Iraveling salesman problem," Proc. Firsl IEEE Conference on Evolutionary Computalion, pp. 1-6, IEEE Service Cenler, Piscalaway, 1994.
19. M. Sugeno and G. T. Rang, "Fuzzy modeling and conlrol of mullilayer incineralor," Fuzzy Sets and Systems, vol. 18, pp. 329-346, 1986.
20. M. Tanaka, J. Ye, and T. Tanino, "Fuzzy modelling by genetic algorilhm wilh iree-slruclured individuals," Inlernalional Journal of Syslems Science, in press