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Book Chapter
Where does the good stuff go, and why? how contextual semantics influences program structure in simple genetic programming
Book Series
Lecture Notes in Computer Science
Publisher
Springer Berlin / Heidelberg
ISSN
0302-9743 (Print) 1611-3349 (Online)
Volume
Volume 1391/1998
Book
Genetic Programming
DOI
10.1007/BFb0055923
Copyright
1998
ISBN
978-3-540-64360-9
DOI
10.1007/BFb0055925
Pages
16-36
Subject Collection
Computer Science
SpringerLink Date
Friday, July 28, 2006
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Where does the good stuff go, and why? how contextual semantics influences program structure in simple genetic programming
David E. Goldberg
1
and Una-May O’Reilly
2
(1)
University of Illinois at Urbana-Champaign, 61801, IL, USA
(2)
Massachusetts Institute of Technology, 02139, MA, USA
Abstract
Using deliberately designed primitive sets, we investigate the relationship between context-based expression mechanisms and the size, height and density of genetic program trees during the evolutionary process. We show that contextual semantics influence the composition, location and flows of operative code in a program. In detail we analyze these dynamics and discuss the impact of our findings on micro-level descriptions of genetic programming.
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