Developments of Multiple Points Coupling Type of Global Optimization Methods with Adaptability and Robustness by Mechanisms of Diversification and Intensification

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In order to realize mechanisms of diversification and intensification in search for an optimal solution as strategies to provide adaptability to various structures and robustness against the problem scale, the new type of global optimization algorithms by multiple search points are developed, the existing multiple search point methods such as Particle Swarm Optimization (PSO) are improved, and hybridization methods to enlarge the mechanisms of developed method are proposed. Moreover, the searching abilities of the developed, improved and proposed methods are certified through many benchmark problems for global optimization as well as applications to designing of control systems.