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The survey work is carried out on simultaneous scheduling optimization with Machines and AGV's. The third chapter highlights various concepts of simultaneous scheduling. The significance of the scheduling in FMS environment is also considered and chapter four discusses the proposed Differential Evolution, Simulated Annealing, and a Tabu search, for the optimization of the simultaneous scheduling of AGV's and Machines. Fifth chapter depicts the various simultaneous scheduling Model Buildings with various configurations and discusses the proposed Differential Evolution, Simulated Annealing, and...