VND-based Local Search Operator for Equality Constraint Problems in PSO Algorithm

Mota, Felipe O., Wanner, Elizabeth F., Luz, Eduardo J.S. and Moreira, Gladston J.P. (2018). VND-based Local Search Operator for Equality Constraint Problems in PSO Algorithm. Electronic Notes in Discrete Mathematics, 66 , pp. 111-118.

Abstract

This paper presents a hybrid PSO algorithm with a VND-based operator for handling equality constraint problems in continuous optimization. The VND operator can be defined both as a local search and a kind of elitism operator for equality constraint problems playing the role of “fixing” the best estimates of the feasible set. Experiments performed on benchmark problems suggest that the VND operator can enhance both the convergence speed and the accuracy of the final result.

Publication DOI: https://doi.org/10.1016/j.endm.2018.03.015
Divisions: Engineering & Applied Sciences
Additional Information: © 2018, Elsevier. Licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/.
Uncontrolled Keywords: Equality Constraints Problem,Hybrid Algorithm,Non-Linear Problem,Discrete Mathematics and Combinatorics,Applied Mathematics
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Related URLs: http://www.scop ... tnerID=8YFLogxK (Scopus URL)
Published Date: 2018-04-12
Authors: Mota, Felipe O.
Wanner, Elizabeth F. ( 0000-0001-6450-3043)
Luz, Eduardo J.S.
Moreira, Gladston J.P.

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