Undergraduate Prerequisites: (CASMA381 OR ENGEK500 OR ENGME308) and ENGEC402, ENGEC501 or ENGME510 - Introduction to sequential decision making via dynamic programming. The principle of optimality as a unified approach to optimal control of dynamic systems and Markovian decision problems. Applications from control theory and operations research include linear-quadratic problems, the discrete Kalman Filter, inventory control, network, investment, and resource allocation models. Adaptive control and numerical solutions through successive approximation and policy iteration, suboptimal control, and neural network applications involving functional approximations and learning. Same as ENG EC 710 and ENG ME 710. Students may not receive credits for both.

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