Title
Experimental Test of Harmony Search Algorithm with Thousands of Dimensions
Date Issued
2018
Access level
restricted access
Resource Type
conference paper
Author(s)
Vilca Apaza F.
Publisher(s)
Institute of Electrical and Electronics Engineers Inc.
Abstract
Harmony Search Algorithm is a mimetic algorithm inspired on the process of musicians to create one harmony. It has been tested in many theoretical and real problems with good results. The objective of this work is to test the evolutionary algorithm with classical n-dimensional benchmark functions (Ackley, Schwefel) with a dimensionality of thousands to analyze the behaviour in this context. The results have showed the limitation of this metaheuristic with problems of higher dimensionality. © 2018 IEEE.
Number
1
Language
English
Subjects
Scopus EID
2-s2.0-85061489174
Source
Proceedings of the 2018 IEEE Sciences and Humanities International Research Conference, SHIRCON 2018
ISBN of the container
9781538683743
Conference
2018 IEEE Sciences and Humanities International Research Conference, SHIRCON 2018
Sponsor(s)
ACKNOWLEDGMENT This work was supported by grant 142-2015-FONDECYT from Cienciactiva of the National Council for Science, Technology and Technological Innovation (CONCYTEC-PERU)..
Sources of information:
Directorio de Producción Científica