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5th International Conference on Intelligent Systems Design and Applications (ISDA'05)
New evolutionary approach to the GCP: a premature convergence and an evolution process character
Wroclaw, Poland
September 08-September 10
ISBN: 0-7695-2286-6
ASCII Text
x 
 
Pawel B. Myszkowski, "New evolutionary approach to the GCP: a premature convergence and an evolution process character," Intelligent Systems Design and Applications, International Conference on, pp. 338-343, 5th International Conference on Intelligent Systems Design and Applications (ISDA'05), 2005.
 
 
BibTex
x
 
@article{ 10.1109/ISDA.2005.71,
author = {Pawel B. Myszkowski},
title = {New evolutionary approach to the GCP: a premature convergence and an evolution process character},
journal ={Intelligent Systems Design and Applications, International Conference on},
volume = {0},
year = {2005},
isbn = {0-7695-2286-6},
pages = {338-343},
doi = {http://doi.ieeecomputersociety.org/10.1109/ISDA.2005.71},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Intelligent Systems Design and Applications, International Conference on
TI - New evolutionary approach to the GCP: a premature convergence and an evolution process character
SN - 0-7695-2286-6
SP338
EP343
A1 - Pawel B. Myszkowski,
PY - 2005
KW - null
VL - 0
JA - Intelligent Systems Design and Applications, International Conference on
ER -
 
Pawel B. Myszkowski, Wroclaw University on Technology, Wroclaw, Poland

This paper presents a new approach to the Graph Coloring Problem (GCP) which utilizes information about conflict localization in a given coloring. In this context a partial fitness function (pff) and its usage to specialize genetic operators and phenotypic measure of diversity in population are described.

Particular attention is given to the investigation of the influence of the population size and the usage of genetic operators on the character of the evolution, especially influence leading to a premature convergence in the evolution process. Experiments based on benchmark DIMACS graphs are presented.

Citation:
Pawel B. Myszkowski, "New evolutionary approach to the GCP: a premature convergence and an evolution process character," isda, pp.338-343, 5th International Conference on Intelligent Systems Design and Applications (ISDA'05), 2005
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