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Particle Swarm Optimization 구현을 위한 안드로이드 애플리케이션 개발
최낙윤(Nakyoon Choi),최영림(Younglim Choi),윤재훈(Jaehun Yun),박규영(Gyuyoung Park),김종욱(Jong-Wook Kim) 한국정보기술학회 2013 한국정보기술학회논문지 Vol.11 No.1
In this paper, particle swarm optimization (PSO) acknowledged as the fast global optimization method has been implemented with an Android application to perform global optimization on smartphone. For the performance validation of the PSO application, the average function evaluation numbers and the run times are measured for the period to search the global minima for the four benchmark functions. The measurement have been executed for a desktop PC and a smartphone respectively for the performance comparison. In addition, it is verified that the proposed PSO application can locate the global minima of the benchmark functions within 1.2 milliseconds in maximum, which implies the capability of the proposed application to solve general engineering problems nearly real-time on the smartphone.