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Linkage-Based Distance Metric in the Search Space of Genetic Algorithms
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-6, 6 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-03-16
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Abstract EN
We propose a new distance metric, based on the linkage of genes, in the search space of genetic algorithms.
This second-order distance measure is derived from the gene interaction graph and first-order distance, which is a natural distance in chromosomal spaces.
We show that the proposed measure forms a metric space and can be computed efficiently.
As an example application, we demonstrate how this measure can be used to estimate the extent to which gene rearrangement improves the performance of genetic algorithms.
American Psychological Association (APA)
Kim, Yong-Hyuk& Yoon, Yourim. 2015. Linkage-Based Distance Metric in the Search Space of Genetic Algorithms. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-6.
https://search.emarefa.net/detail/BIM-1074447
Modern Language Association (MLA)
Kim, Yong-Hyuk& Yoon, Yourim. Linkage-Based Distance Metric in the Search Space of Genetic Algorithms. Mathematical Problems in Engineering No. 2015 (2015), pp.1-6.
https://search.emarefa.net/detail/BIM-1074447
American Medical Association (AMA)
Kim, Yong-Hyuk& Yoon, Yourim. Linkage-Based Distance Metric in the Search Space of Genetic Algorithms. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-6.
https://search.emarefa.net/detail/BIM-1074447
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1074447