A learning classifier system for three-dimensional shape optimization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1141, Issue , 1996, Pages 1032-1042

  Richards, Robert A ^a   Sheppard, Sheri D ^a  

^a STANFORD UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

APPLICATION PROGRAMS; CLASSIFICATION (OF INFORMATION); COMPUTER SOFTWARE; LEARNING SYSTEMS; OPTIMIZATION; PROBLEM SOLVING; SOFTWARE PACKAGES;

BROAD SPECTRUM; CLASSIFIER SYSTEMS; LEARNING CLASSIFIER SYSTEM; OPTIMAL BOUNDARY; OPTIMIZATION PROBLEMS; STATE OF THE ART; THREE-DIMENSIONAL SHAPE;

SHAPE OPTIMIZATION;

EID: 84958956332     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-61723-X_1066     Document Type: Conference Paper

References (14)

1. Belegundu, Ashok D., “Optimizing the Shapes of Mechanical Components”, Mechanical Engineering, January 1993, pp. 46-48.
2. Chargin, Mladin K., Ingo Raasch, Ralph Bruns, and Dawson Deuermeyer. “General Shape Optimization Capability”, Finite Elements in Analysis and Design, Vol. 7, 1991, pp. 343-354.
3. Dorigo, Marco and Enrico Sirtori, “Alecsys: A Parallel Laboratory for Learning Classifier Systems”, Proceedings of Fourth International Conference on Genetic Algorithms-July 13-16, 1991-San Diego-California, Morgan Kaufmann, San Mateo, CA.
4. Goldberg, D.D., Genetic Algorithms in Search, Optimization & Machine Learning, Addison-Wesley, NY, 1989.
5. Haftka, R.T., and R.V. Grandhi, “Structural Shape Optimization-A Survey”, Computer Methods in Applied Mechanics and Engineering, Elsevier Science Publishers B.V., North-Holland, 1986, pp. 91-106.
6. Holland, J.H. and J.S. Reitman, “Cognitive Systems Based on Adaptive Algorithms”, in D.A. Waterman and F. Hayes-Roth (eds.), Pattern-Directed Inference Systems, Academic Press, NY, 1978.
7. Hsu, Y.L, Zeroth Order Optimization Methods of Two Dimensional Shape Optimization, Ph.D. Dissertation, Department of Mechanical Engineering, Stanford University, 1992.
8. Jensen, Eric Dean, Topological Structural Design Using Genetic Algorithms, Ph.D. Dissertation, Purdue University, Lafayette, IN, 1992.
9. Kodiyalam, Srinivas, Virendra Kumar and Peter M. Finnigan, “Constructive Solid Geometry Approach to Three-Dimensional Structural Shape Optimization”, AIAA Journal, Vol. 30, No. 5, May 1992, pp. 1408-1415.
10. Richards, Robert A., Three-dimensional Shape Optimization Utilizing a Learning Classifier System. In Koza, John R., Goldberg, David E., Fogel, David B,, and Riolo, Rick L. (editors). Genetic Programming 1996: Proceedints of the First Annual Conference, July 28-31, 1996, Stanford University. Cambridge, MA: The MIT Press. 1996. Pages 539-546.
11. Richards, Robert A., Zeroth-Order Shape Optimization Utilizing a Learning Classifier System, Ph.D. Dissertation, Stanford University, Stanford, CA, 1995.
12. Riolo, Rick L., Empirical Studies of Default Hierarchies and Sequences of Rules in Learning Classifier Systems, Ph.D. Dissertation, Computer Science and Engineering Department, University of Michigan, 1988.
13. Wilson, Stewart W., “ZCS: A Zeroth Level Classifier System”, Evolutionary Computation, Vol. 2, No. 1, Spring 1994, pp. 1-18.
14. Zienkiewicz, O. C., and J.S. Campbell, “Shape Optimization and Sequential Linear Programming”, Gallagher, R.H. and Zienkiewicz, O.C. (eds.), Optimal Structural Design, Wiley, NY, 1973.