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In this paper, the near-optimal control problem for a class of nonlinear time-delay systems with control constraints is solved by a novel Heuristic Dynamic Programming (HDP) iteration algorithm. First, a nonquadratic performance functional is introduced to overcome the control constraints, and then a new iterative HDP algorithm which contains local and global optimization searching processes, is developed...
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