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A New Evolutionary Optimization Algorithm Based on Super-individual

According to evolutionary principle, a new evolutionary optimization algorithm based on super-individual (SIEA) is presented. In the SIEA, the population is generated based on super-individual, and the complex process in genetic algorithm (GA) is not required. At last, several typical optimization problems including extremum, multivariable and NiH problem are used to test the efficiency of the SIEA. The results show the SIEA has good performance, which can be a new method to solve complicated optimization problems.