Operator-Based Distance for Genetic Programming: Subtree Crossover Distance (2005)
| Venue: | Subtree Crossover Distance, EUROGP 2005 |
| Citations: | 4 - 1 self |
BibTeX
@INPROCEEDINGS{Gustafson05operator-baseddistance,
author = {Steven Gustafson and Leonardo Vanneschi},
title = {Operator-Based Distance for Genetic Programming: Subtree Crossover Distance},
booktitle = {Subtree Crossover Distance, EUROGP 2005},
year = {2005},
pages = {178--189},
publisher = {Springer}
}
Bookmark
 |
 |
 |
 |
 |
 |
OpenURL
Abstract
This paper explores distance measures based on genetic operators for genetic programming using tree structures. The consistency between genetic operators and distance measures is a crucial point for analytical measures of problem di#culty, such as fitness distance correlation, and for measures of population diversity, such as entropy or variance. The contribution of this paper is the exploration of possible definitions and approximations of operator-based edit distance measures.
