13. Genetic Algorithms

  1. Mehmed Kantardzic

Published Online: 5 OCT 2011

DOI: 10.1002/9781118029145.ch13

Data Mining: Concepts, Models, Methods, and Algorithms, Second Edition

Data Mining: Concepts, Models, Methods, and Algorithms, Second Edition

How to Cite

Kantardzic, M. (2011) Genetic Algorithms, in Data Mining: Concepts, Models, Methods, and Algorithms, Second Edition, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9781118029145.ch13

Author Information

  1. University of Louisville, USA

Publication History

  1. Published Online: 5 OCT 2011
  2. Published Print: 29 JUL 2011

ISBN Information

Print ISBN: 9780470890455

Online ISBN: 9781118029145

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Keywords:

  • genetic algorithms (GAs);
  • GAs and optimization;
  • GA approach to TSP

Summary

This chapter contains sections titled:

  • Fundamentals of GAs

  • Optimization Using GAs

  • A Simple Illustration of a GA

  • Schemata

  • TSP

  • Machine Learning Using GAs

  • GAs for Clustering

  • Review Questions and Problems

  • References for Further Study