A Library Framework for Implementing Genetic Algorithms in Java

This paper presents a Java based library designed to provide scientists and programmers with a framework, which makes it easy to implement and simulate genetic algorithms. Library's programming interfaces and implementation requirements are introduced. Further we describe the usage of the provi...

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Hauptverfasser: Kozlowski, B., Fazalova, V.
Format: Tagungsbericht
Sprache:eng
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Zusammenfassung:This paper presents a Java based library designed to provide scientists and programmers with a framework, which makes it easy to implement and simulate genetic algorithms. Library's programming interfaces and implementation requirements are introduced. Further we describe the usage of the provided command-line interface and graphical user interface for universal simulator. Three sample problem implementations from the biological and optimization fields are reviewed. Moreover, we consider possible directions for extending the library
DOI:10.1109/BIMNICS.2006.361822