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Genetic algorithms applied to unequal amplitude equidistant rectangular planar array, the maximum relative sidelobe level is optimized by presenting a new adaptive mutation operator to improve the convergence of the algorithm performance, the calculation results show that the genetic algorithm is effective method for solving such problems