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Supplementary optimality properties of gradient-restoration algorithms for optimal control problems
Authors:A Miele  C T Liu
Institution:(1) Department of Mathematical Sciences, Rice University, Houston, Texas
Abstract:In this paper, sequential gradient-restoration algorithms for optimal control problems are considered, and attention is focused on the gradient phase. It is shown that the Lagrange multipliers associated with the gradient phase not only solve the auxiliary minimization problem of the gradient phase, but are also endowed with a supplementary optimality property: they minimize the error in the optimality conditions, subject to the multiplier differential equations and boundary conditions, for given state, control, and parameter.Dedicated to R. BellmanThis work was supported by the National Science Foundation, Grant No. ENG-79-18667.
Keywords:Numerical methods  computing methods  optimal control  optimality properties  supplementary optimality properties  gradient methods  gradient-restoration algorithms  sequential gradient-restoration algorithms  general boundary conditions  nondifferential constraints
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