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Genetic Algorithm for Optimization of a Quadratic Function with Circular Matrix Problem

— In this paper the application of the genetic algorithm (GA) to the Optimization of a Quadratic Function with a Circulant Matrix Problem is considered. We proposed operators of GA to solve this problem effectively. Basing on the extensive computational testing, the appropriate values for the various parameters associated with this genetic algorithm are found. Experiments show results are stable with different runs and in many case they reach the optimal solution.