IRMA-International.org: Creator of Knowledge
Information Resources Management Association
Advancing the Concepts & Practices of Information Resources Management in Modern Organizations

Soccer Game Optimization: An Innovative Integration of Evolutionary Algorithm and Swarm Intelligence Algorithm

Soccer Game Optimization: An Innovative Integration of Evolutionary Algorithm and Swarm Intelligence Algorithm
View Sample PDF
Author(s): Hindriyanto Dwi Purnomo (Chung Yuan Christian University, Taiwan & Satya Wacana Christian University, Indonesia)and Hui-Ming Wee (Chung Yuan Christian University, Taiwan)
Copyright: 2015
Pages: 36
Source title: Research Methods: Concepts, Methodologies, Tools, and Applications
Source Author(s)/Editor(s): Information Resources Management Association (USA)
DOI: 10.4018/978-1-4666-7456-1.ch061

Purchase


Abstract

A new metaheuristic algorithm is proposed. The algorithm integrates the information sharing as well as the evolution operators in the swarm intelligence algorithm and evolutionary algorithm respectively. The basic soccer player movement is used as the analogy to describe the algorithm. The new method has two basic operators; the move off and the move forward. The proposed method elaborates the reproduction process in evolutionary algorithm with the powerful information sharing in the swarm intelligence algorithm. Examples of implementations are provided for continuous and discrete problems. The experiment results reveal that the proposed method has the potential to become a powerful optimization method. As a new method, the proposed algorithm can be enhanced in many different ways such as investigating the parameter setting, elaborating more aspects of the soccer player movement as well as implementing the proposed method to solve various optimization problems.

Related Content

Tutita M. Casa, Fabiana Cardetti, Madelyn W. Colonnese. © 2024. 14 pages.
R. Alex Smith, Madeline Day Price, Tessa L. Arsenault, Sarah R. Powell, Erin Smith, Michael Hebert. © 2024. 19 pages.
Marta T. Magiera, Mohammad Al-younes. © 2024. 27 pages.
Christopher Dennis Nazelli, S. Asli Özgün-Koca, Deborah Zopf. © 2024. 31 pages.
Ethan P. Smith. © 2024. 22 pages.
James P. Bywater, Sarah Lilly, Jennifer L. Chiu. © 2024. 20 pages.
Ian Jones, Jodie Hunter. © 2024. 20 pages.
Body Bottom