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An Effective Chaotic Cultural-Based Particle Swarm Optimization for Constrained Engineering Design Problems
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Journal Article
An Effective Chaotic Cultural-Based Particle Swarm Optimization for Constrained Engineering Design Problems
2010
Overview
In this paper, a novel chaotic cultural-based particle swarm optimization algorithm (CCPSO)
is proposed for constrained optimization problems by employing cultural-based particle swarm
optimization (CPSO) algorithm and the notion of chaotic local search strategy. In the CCPSO, the
shortcoming of cultural-based particle swarm optimization (CPSO) that it is easy to trap into local
minimum be overcome, the chaotic local search strategy is introduced in the influence functions of
cultural algorithm. Simulation results based on well-known constrained engineering design problems
demonstrate the effectiveness, efficiency and robustness on initial populations of the proposed method.
Publisher
Trans Tech Publications Ltd
ISBN
0878492879, 9780878492879
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