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Character Recognition is the text recognition system that allows hard copies of written or printed text to be renderedinto editable, soft copy versions. In this paper, work has been performed to recognize pattern using multilayer perceptronlearning by Artificial Bee algorithm (ABC) that simulates the intelligent foraging behavior of a honey bee swarm. MultilayerPerceptron (MLP) trained with the standard back propagation (BP) algorithm normally utilizes computationally intensivetrainingdoi:10.25195/ijci.v41i1.96 fatcat:aigx2n7z4zbk3k6pul7xb33a6a