Title :
Strategy comparison in particle swarm optimization on many-integrated-cores platforms
Author :
Yasuyuki Miyazato;Morikazu Nakamura
Author_Institution :
Dept. of Information Engineering, University of the Ryukyus, Okinawa 903-0213 Japan
Abstract :
This paper presents parallel particle swarm optimization (PSO) on Many-Integrated-Cores (MIC) architecture platforms and investigate how to utilize many cores of MIC platforms efficiently. Experimental results show the relation between searching performance and search strategies in the parallel PSO. We confirm that the balance between the width and depth in search strategies is essential for efficient searching.
Keywords :
"Optimization","Particle swarm optimization","Microwave integrated circuits","Coprocessors","Computer architecture","Signal processing algorithms","Parallel processing"
Conference_Titel :
Intelligent Informatics and Biomedical Sciences (ICIIBMS), 2015 International Conference on
DOI :
10.1109/ICIIBMS.2015.7439454