Alternative implementation techniques of parallelized Differential Evolution for multi-core processors

Author

Tagawa, Kiyaharu ; Ishimizu, Takashi

Author_Institution

Sch. of Sci. & Eng., Kinki Univ., Higashi-Osaka, Japan

Volume

1

fYear

2011

fDate

4-7 Aug. 2011

Firstpage

1

Lastpage

4

Abstract

Recently, multi-core processors, which have more than one Central Processing Unit (CPU), are introduced widely into personal computers. Authors have been proposed a concurrent program of Differential Evolution (DE). The concurrent program of DE, which is called Parallelized DE (PDE), can generate and evaluate multiple individuals in parallel on a multi-core processor. In this paper, two implementation arts of PDE are presented and compared through the numerical experiment and the statistical test.

Keywords

microprocessor chips; multiprocessing systems; CPU; PDE; alternative implementation techniques; central processing unit; multicore processors; parallelized differential evolution; personal computers; Analysis of variance; Benchmark testing; Evolutionary computation; Genetic algorithms; Multicore processing; Optimization; Resource management; differrential evolution; multi-core processor;

fLanguage

English

Publisher

ieee

Conference_Titel

Uncertainty Reasoning and Knowledge Engineering (URKE), 2011 International Conference on

Conference_Location

Bali

Print_ISBN

978-1-4244-9985-4

Electronic_ISBN

978-1-4244-9984-7

Type

conf

DOI

10.1109/URKE.2011.6007819

Filename

6007819