A Library Framework for Implementing Genetic Algorithms in Java

Author

Kozlowski, Bartosz ; Fazalo, Varvara

Author_Institution

Inst. of Control & Comput. Eng., Warsaw Univ. of Technol.

fYear

2006

fDate

11-13 Dec. 2006

Firstpage

1

Lastpage

6

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

Keywords

Java; computational complexity; genetic algorithms; graphical user interfaces; library automation; Java based library; command-line interface; evolutionary computation; genetic algorithms; graphical user interface; programming interfaces; Algorithm design and analysis; Biological system modeling; Evolution (biology); Genetic algorithms; Genetic programming; Graphical user interfaces; Java; Libraries; Packaging; Programming profession;

fLanguage

English

Publisher

ieee

Conference_Titel

Bio-Inspired Models of Network, Information and Computing Systems, 2006. 1st

Conference_Location

Madonna di Campiglio

Print_ISBN

1-4244-0538-6

Electronic_ISBN

1-4244-0539-4

Type

conf

DOI

10.1109/BIMNICS.2006.361822

Filename

4205349