CMU Artificial Intelligence Repository
Beginners Guide to GAs
areas/genetic/ga/doc/intro/overview/
This directory contains two introductions to genetic algorithms
written by David Beasley. They are suitable for beginners and
include many references.
Origin:
ralph.cm.cf.ac.uk:/pub/GAs/ (Europe)
as the files ga_overview1.ps and ga_overview2.ps
sfi.santafe.edu:/pub/EC/GA/papers (elsewhere)
as the files over93.ps.gz and over93-2.ps.gz
CD-ROM: Prime Time Freeware for AI, Issue 1-1
Author(s): David Beasley
Department of Computing Mathematics
University of Wales College of Cardiff
PO Box 916, CARDIFF CF2 4YN, UK
Keywords:
Authors!Beasley, Genetic Algorithms!Introductions
References:
An Overview of Genetic Algorithms: Part 1, Fundamentals
David Beasley, David R. Bull, Ralph R. Martin.
University Computing, 15(2) 58-69, 1993.
[Suitable for beginners. Describes all the basic principles, and
includes a comparison with other search methods. 49 references.]
An Overview of Genetic Algorithms: Part 2, Research Topics
David Beasley, David R. Bull, Ralph R. Martin.
University Computing, 15(4) 170-181, 1993.
[Suitable for beginners and intermediates. Includes sections on
crossover, reordering, epistasis, deception, naive evolution,
non-binary representations, dynamic operator probabilities, niching,
diploidy, and heuristics. 70 references.]
Last Web update on Mon Feb 13 10:22:39 1995
AI.Repository@cs.cmu.edu