Reducing bloat in genetic programming

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

Volumn 2206 LNCS, Issue , 2001, Pages 471-478

  Monsieurs, Patrick ^a   Flerackers, Eddy ^a  

^a HASSELT UNIVERSITY   (Belgium)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTATION THEORY; GENETIC ALGORITHMS;

GENETIC PROGRAMMING;

EID: 84883756436     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45493-4_48     Document Type: Conference Paper

References (9)

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2. T. Soule and J. A. Foster. Effects of code growth and parsimony pressure on populations in genetic programming. In Evolutionary Computation, 6(4) (1998) 293-309
3. Ryan, C. Pygmies and Civil Servants. In Advances in Genetic Programming. MIT Press (1994) 243-263
4. O'Reilly, U.-M. An Analysis of Genetic Programming. Ph.D. Dissertation, Carleton University, Ottawa-Carleton Institute for Computer Science, Ottawa, Ontario, Canada (1995)
5. Luke, Sean. Issues in Scaling Genetic Programming: Breeding Strategies, Tree Generation, and Code Bloat. Ph.D. Dissertation, Department of Computer Science, University of Maryland, College Park, Maryland (2000)
6. Tackett, W. A. Recombination, Selection, and the Genetic Construction of Computer Programs. Ph.D. Dissertation, University of Southern California, Department of Electrical Engineering Systems (1994)
7. Blickle, T. and Thiele, L. Genetic programming and redundancy. In Hopf, J., ed., Genetic Algorithms within the Framework of Evolutionary Computation (Workshop at KI-94, Saarbrücken). Saarbrücken,Germany: Max-Planck-Institut fur Informatik (1994) 33-38
8. Soule, T. and Foster, J. A. Removal bias: a new cause of code growth in tree based evolutionary programming. In 1998 IEEE International Conference on Evolutionary Computation. Anchorage, Alaska, USA: IEEE Press (1998) 781-186
9. Langdon, W. B. and Poli, R. Fitness causes bloat. In Chawdhry. Soft Computing in Engineering Design and Manufacturing. Springer-Verlag London (1997) 13-22