Decision Points in Application of Genetic Algorithm

Selecting runtime parameters while applying Genetic Algorithm is a crucial decision. Numerous theoretical and empirical researches are performed and guidelines are suggested on this, researches are conducted but still an overall acceptable guideline is lacking. In this work the parameters are discus...

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Bibliographic Details
Published in2015 International Conference on Information Technology (ICIT) pp. 210 - 214
Main Authors Mahapatra, Biplab, Mohapatra, Sanjay
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.12.2015
Subjects
Application
crossover
Encoding
Genetic Algorithm
Genetic algorithms
Guidelines
Key Decision Points
Linear programming
mutation
Optimization
Sociology
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DOI10.1109/ICIT.2015.38

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Summary:Selecting runtime parameters while applying Genetic Algorithm is a crucial decision. Numerous theoretical and empirical researches are performed and guidelines are suggested on this, researches are conducted but still an overall acceptable guideline is lacking. In this work the parameters are discussed with reference to the existing literature and suggested a guideline to follow for initial setup based on literature.
DOI:10.1109/ICIT.2015.38