Differential evolution with controlled search direction

Autor:	Chi Zhang, Li-yuan Jia, Jian-xin He, Wen-yin Gong
Rok vydání:	2012
Předmět:	Mathematical optimization Differential mutation Rate of convergence Simple (abstract algebra) Differential evolution Metallic materials Metals and Alloys General Engineering Benchmark (computing) Evolutionary algorithm Algorithm Mathematics Term (time)
Zdroj:	Journal of Central South University. 19:3516-3523
ISSN:	2227-5223 2095-2899
DOI:	10.1007/s11771-012-1437-z
Popis:	A novel and simple technique to control the search direction of the differential mutation was proposed. In order to verify the performance of this method, ten widely used benchmark functions were chosen and the results were compared with the original differential evolution (DE) algorithm. Experimental results indicate that the search direction controlled DE algorithm obtains better results than the original DE algorithm in term of the solution quality and convergence rate.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::11e34d46fb9b67a9c0ce31034155bbf8 https://doi.org/10.1007/s11771-012-1437-z Zobrazit plný text záznamu Full text from SpringerLink