Publicación:
Experimental Test of Harmony Search Algorithm with Thousands of Dimensions
Experimental Test of Harmony Search Algorithm with Thousands of Dimensions
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Fecha
2018
Autores
Vilca Apaza F.
Chire Saire J.E.
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Editor
Institute of Electrical and Electronics Engineers Inc.
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Abstracto
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.
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Palabras clave
Real problems,
Learning algorithms,
Benchmark functions,
Experimental test,
Harmony search,
Harmony search algorithms,
High dimensionality,
Metaheuristic,
Mimetic algorithms,
Evolutionary algorithms