Title :
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.
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;
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
DOI :
10.1109/BIMNICS.2006.361822