A New Cooperative PSO Approach with Landscape Estimation, Dimension Partition, and Velocity Control

Abstract

Particle swarm optimization (PSO) has been proposed as an alternative to traditional evolutionary algorithms. Yet, more efficient strategies are still needed to control the trade-off between exploitation and exploration in the search process for solving complex tasks with high dimensional and multimodal objective functions. In this work, the authors propose… (More)
DOI: 10.4018/joci.2012010102

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