A library framework for implementing genetic algorithms in Java

Authors:
Bartosz Kozlowski;Varvara Fazalova
Affiliations:
Warsaw University of Technology, Warsaw, Poland and International Institute for Applied Systems Analysis, Laxenburg, Austria;Limnological Institute, Irkutsk, Russia and International Institute for Applied Systems Analysis, Laxenburg, Austria
Venue:
Proceedings of the 1st international conference on Bio inspired models of network, information and computing systems
Year:
2006

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Abstract

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.