A Library Framework for Implementing Genetic Algorithms in Java

Kozlowski, B. & Fazalova, V. (2006). A Library Framework for Implementing Genetic Algorithms in Java. DOI:10.1109/BIMNICS.2006.361822. In: 1st Bio-Inspired Models of Network, Information and Computing Systems, BIONETICS, 11th-13th December 2006, Madonna di Campiglio; Italy.

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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.

Item Type:	Conference or Workshop Item (Paper)
Depositing User:	Luke Kirwan
Date Deposited:	29 Jul 2016 09:51
Last Modified:	27 Aug 2021 17:41
URI:	https://pure.iiasa.ac.at/13452

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