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Enhanced Binary Particle Swarm Optimization (BPSO) with 6 new transfer functions

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An Enhanced binary Particle Swarm Optimization algorithm (VPSO) with v-shaped transfer functions

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This work includes 8 different versions of Binary Particle Swarm optimization (BPSO) algorithm. Six of them utilize new transfer functions divided into two families: s-shaped and v-shaped.
The V4 (in BPSO8) transfer function which show the highest performance is called VPSO and highly recommended to use.
Main paper: S. Mirjalili and A. Lewis, "S-shaped versus V-shaped transfer functions for binary Particle Swarm Optimization," Swarm and Evolutionary Computation, vol. 9, pp. 1-14, 2013. Link: http://www.sciencedirect.com/science/article/pii/S2210650212000648

Comments and Ratings (4)

Vinyas m

mosab

mosab (view profile)

Hi every body
I'm working in feature selection with BPSO using Mutual information (By Hanchuan Peng April 16, 2003) and BPSO and VPSO source codes version 1.0 by Seyedali Mirjalili
and i have faced problem with code
Error:
Subscript indices must either be real positive integers or logicals.

Error in BPSO (line 47)
fitness=CostFunction(Position(i,:));

can any one help me pleas..

the files in: www.mathworks.com/matlabcentral/fileexchange/52506-bpso-for-feature-reduction-with-mi

or directly in:

http://www.mathworks.com/matlabcentral/fileexchange/52506-bpso-for-feature-reduction-with-mi/content/BPSO%20for%20feature%20reduction%20with%20MI.zip

thanks advanced

good jop

ahmad karim

Good job Mr.Ali

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