Chapter 9. Genetic Programming

  1. Edward Keedwell and
  2. Ajit Narayanan

Published Online: 20 DEC 2005

DOI: 10.1002/0470015721.ch9

Intelligent Bioinformatics: The Application of Artificial Intelligence Techniques to Bioinformatics Problems

Intelligent Bioinformatics: The Application of Artificial Intelligence Techniques to Bioinformatics Problems

How to Cite

Keedwell, E. and Narayanan, A. (2005) Genetic Programming, in Intelligent Bioinformatics: The Application of Artificial Intelligence Techniques to Bioinformatics Problems, John Wiley & Sons, Ltd, Chichester, UK. doi: 10.1002/0470015721.ch9

Author Information

  1. School of Engineering, Computer Science and Mathematics, University of Exeter, UK

Publication History

  1. Published Online: 20 DEC 2005
  2. Published Print: 22 APR 2005

ISBN Information

Print ISBN: 9780470021750

Online ISBN: 9780470015728

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Keywords:

  • Genetic programming (GP);
  • Fitness evaluation;
  • GA selection techniques;
  • Tree interpretation;
  • polish notation or reverse polish notation;
  • phenomenon of ‘bloat’;
  • operator selection;
  • ‘human-competitive’ applications;
  • data mining for drug discovery;
  • GP implementation

Summary

This chapter contains sections titled:

  • Method

  • Application guidelines

  • Bioinformatics applications

  • Background

  • Summary of chapter

  • References