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Ant Colony Optimization is the optimization method used for the analysis of the cluster. This method performs clustering data well. This method has limitations on computation time. This paper proposed a method of pattern reduction enhanced ant colony optimization to resolve the problem. Functions reduction pattern used to bypass loop system. This function ensures pheromone value if it meets certain...
A nondeterministic algorithm that mimics the foraging behavior of ants to solve difficult optimization problems is known as Ant Colony Optimization (ACO). One of the most important problems in ACO is stagnation. Early convergence to a small region of the search space leaves its large sections unexplored. On the other hand, very slow convergence cannot sufficiently concentrate the search in the vicinity...
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