International Journal of Computational Intelligence Systems

Volume 2, Issue 1, March 2009, Pages 91 - 98

On the Supply of Superior Order-1 Building Blocks for a Class of Periodical Fitness Functions

Authors
Hongqiang MO Zhong LI
Corresponding Author
Hongqiang MO Zhong LI
Available Online 1 April 2009.
DOI
https://doi.org/10.2991/jnmp.2009.2.1.10How to use a DOI?
Abstract
In addition to GA-deception, the lack of fitness differences among low-order schemata can also degrade GA's search. Therefore, a coding should present adequate superior low-order building blocks at the early stage of search. This paper aims to reveal the inherent periodicity in the search process of a genetic algorithm, and to show how to make use of this periodicity in the design of representation for fitness functions with periods of the reciprocals of positive integers so as to ensure the effective supply of superior order-1 building blocks. Finally, simulations are given to illustrate the effectiveness of the proposed method.
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Journal
International Journal of Computational Intelligence Systems
Volume-Issue
2 - 1
Pages
91 - 98
Publication Date
2009/04
ISSN (Online)
1875-6883
ISSN (Print)
1875-6891
DOI
https://doi.org/10.2991/jnmp.2009.2.1.10How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - JOUR
AU  - Hongqiang MO Zhong LI
PY  - 2009
DA  - 2009/04
TI  - On the Supply of Superior Order-1 Building Blocks for a Class of Periodical Fitness Functions
JO  - International Journal of Computational Intelligence Systems
SP  - 91
EP  - 98
VL  - 2
IS  - 1
SN  - 1875-6883
UR  - https://doi.org/10.2991/jnmp.2009.2.1.10
DO  - https://doi.org/10.2991/jnmp.2009.2.1.10
ID  - LI2009
ER  -