Extraction of design patterns from evolutionary algorithms using case-based reasoning

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

Volumn 2210, Issue , 2001, Pages 244-255

  Pérez, E Islas ^a   Coello Coello, C A ^b   Aguirre, A Hernández ^c  

^a INSTITUTO DE INVESTIGACIONES ELÉCTRICAS   (Mexico)

^b DEPARTAMENTO DE FÍSICA   (Mexico)

^c Tulane University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

GENETIC ALGORITHMS;

BASED ON CASE-BASED REASONING; CONVERGENCE TIME; DESIGN PATTERNS; GATE LEVELS; SIMPLIFICATION RULES;

CASE BASED REASONING;

EID: 84955601716     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45443-8_22     Document Type: Conference Paper

References (11)

1. C.A. Coello Coello, A.D. Christiansen, and A. Hernández Aguirre. Use of Evolutionary Techniques to Automate the Design of Combinational Circuits. International Journal of Smart Engineering System Design, 2(4):299–314, June 2000.
2. V. Kolodner. Case Based Reasoning. Morgan Kaufmann Publishers, San Mateo, California, 1993.
3. X. Liu. Combining Genetic Algorithms and Case-based Reasoning for Structure Design. Master’s thesis, Department of Computer Science, University of Nevada, 1996.
4. S.J. Louis. Genetic Algorithms as a Computational Tool for Design. PhD thesis, Department of Computer Science, Indiana University, August 1993.
5. S.J. Louis and J. Johnson. Solving Similar Problems using Genetic Algorithms Case-Based Memory. In Thomas Bäck, editor, Proceedings of the Seventh International Conference on Genetic Algorithms, pages 283–290, San Francisco, California, 1997. Morgan Kaufmann Publishers.
6. S.J. Louis, G. McGraw, and R. Wyckoff. Case-based reasoning assisted explanation of genetic algorithm results. Journal of Experimental and Theoretical Artificial Intelligence, 5:21–37, 1993.
7. J. Miller, T. Kalganova, N. Lipnitskaya, and D. Job. The Genetic Algorithm as a Discovery Engine: Strange Circuits and New Principles. In Proceedings of the AISB Symposium on Creative Evolutionary Systems (CES’99), Edinburgh, UK, 1999.
8. E. Islas Pérez. Development of a Learning Platform using Case Based Reasoning and Genetic Algorithms. Case Study: Optimization of Combinational Logic Circuits. Master’s thesis, Maestría en Inteligencia Artificial, Facultad de Fsica e Inteligencia Artificial, Universidad Veracruzana, November 2000.
9. C. L. Ramsey and J.J. Grefenstette. Case-Based Initialization of Genetic Algorithms. In Stephanie Forrest, editor, Proceedings of the Fifth International Conference on Genetic Algorithms, pages 84–91, San Mateo, California, 1993. Morgan Kauffman Publishers.
10. J.W. Sheppard and S.L. Salzberg. Combining Genetic Algorithms with Memory Based Reasoning. In Larry Eshelman, editor, Proceedings of the Sixth International Conference on Genetic Algorithms, pages 452–459, San Francisco, California, July 1995. Morgan Kaufmann.
11. P. Thomson. Circuit Evolution and Visualisation. In Julian Miller, Adrian Thompson, Peter Thomson, and Terence C. Fogarty, editors, Evolvable Systems: From Biology to Hardware, pages 229–240. Springer-Verlag, Edinburgh, Scotland, April 2000.