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An Adaptive Tribe-Particle Swarm Optimization by Yong Duan Song; Lu Zhang; Peng Han is a book available to read on EtoBox.

What is An Adaptive Tribe-Particle Swarm Optimization about?

This paper talks about the problems in particle swarm optimization (PSO), including local optimum and difficulty in improving solution accuracy by fine tuning. We presents a new variation of Adaptive Tribe-PSO model where nonlinear updating of inertia weight and a particle's fitness with Tribe-PSO model are combined to improve the speed of convergence as well as fine tune the search in the multidimensional space. The method proved to be a powerful global optimization algorithm.

Author

Yong Duan Song; Lu Zhang; Peng Han

Publisher

Springer Berlin Heidelberg : Imprint: Springer

Published

2011

Language

EN

ISBN

9783642387142

Subjects

Computer Science, Business, Programming