A Practical Review on the Application of Constraint Handling Strategies in Evolutionary Computation from an Engineering Point of View

Yousefi, M. and Hooshyar, D. and Ahmad, R. and Darus, A.N. (2015) A Practical Review on the Application of Constraint Handling Strategies in Evolutionary Computation from an Engineering Point of View. International Review on Modelling and Simulations (IREMOS), 8 (1). pp. 75-83. ISSN 1974-9821

Full text not available from this repository.
Official URL: http://dx.doi.org/10.15866/iremos.v8i1.5125

Abstract

This study presents a review of the current constraint handling strategies that are being employed in evolutionary computation. The strategies can be as simple as a reject strategy or as sophisticated as decoding or multi-objective approaches. In this study, however, only the prominent methods and previous works are considered. The Evolutionary algorithms cannot handle the constraints by themselves, and the growing application of EAs in various fields of engineering and science, which are mostly highly constrained, has made the use of efficient, easyto- implement and comprehensive constraint handling strategies inevitable. This study will shed light on this field of research and a comparison of various strategies will be also provided.

Item Type: Article
Uncontrolled Keywords: Review; Evolutionary Computation; Constraint Handling; Engineering Optimization
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Q Science > QA Mathematics > QA76 Computer software
T Technology > TJ Mechanical engineering and machinery
Divisions: Faculty of Computer Science & Information Technology
Depositing User: Ms. Juhaida Abd Rahim
Date Deposited: 21 Sep 2018 01:42
Last Modified: 21 Sep 2018 01:42
URI: http://eprints.um.edu.my/id/eprint/19345

Actions (login required)

View Item View Item