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计算机应用研究 2011
New algorithm for global optimization: cell membrane optimization
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Abstract:
By studying the characteristics of cell membrane and the mode of material transfer, proposed a new global optimization algorithm: cell membrane optimization (CMO), combined with global optimization algorithm. Numerical experiments proved CMO had excellent global optimization capability, rapid convergence and the ability to obtain accurate solution. Compared with the standard particle swarm optimization (PSO) and population migration algorithm (PMA). The simulation results show that CMO has better convergence performance in solving high-dimensional optimization problems.