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During the last four decades the advances made in the field of water resources engineering is the development and adoption of optimization and simulation technique for planning, design, and management of complex water resources system. The optimum reservoir operation is the process of obtaining the optimum release based on the given inflow. The complexities of a multipurpose, multi-reservoir system generally require release decision to be determined by an optimization or simulation model.