Paper Info
Title
A basic study of Integer Particle Swarm Optimization having deterministic dynamics
Abstract
In this paper, we propose a method celled Integer Particle Swarm Optimization based on Piecewise Constant Oscillator (IPSO-PCO). Well known Particle Swarm Optimization (PSO) is pointed out that it is hard to analyze particle behavior and to implementation of hardware. For this problem, some deterministic PSO have been proposed. Discretization is also desired in terms of implementation of hardware and application to combinational optimization problems. This paper proposes a deterministic and discrete method. We compare IPSO-PCO with some methods of PSO which discretized by repositioned to near lattice point and verify the effectiveness of propose method.
Year
DOI
Venue
2014
10.1109/SMC.2014.6973970
Systems, Man and Cybernetics
Keywords
DocType
ISSN
oscillators,particle swarm optimisation,piecewise constant techniques,IPSO-PCO,deterministic PSO,deterministic dynamics,integer particle swarm optimization,lattice point,piecewise constant oscillator
Conference
1062-922X
Citations 
PageRank 
References 
0
0.34
0
Authors
2
Name
Order
Citations
PageRank
Yuya Kurita100.68
Tadashi Tsubone2209.43