Title :
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
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;
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
DOI :
10.1109/URKE.2011.6007819
