A new particle swarm optimization algorithm for neural network optimization

This paper presents a new particle swarm optimization (PSO) algorithm for tuning parameters (weights) of neural networks. The new PSO algorithm is called fuzzy logic-based particle swarm optimization with cross-mutated operation (FPSOCM), where the fuzzy inference system is applied to determine the...

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Bibliographic Details
Main Authors: Ling, S., Nguyen, H., Chan, Kit Yan
Other Authors: Wanlei Zhou
Format: Conference Paper
Published: IEEE Computer Society 2009
Online Access:http://hdl.handle.net/20.500.11937/15919