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Handling inverse optimal control problems using evolutionary bilevel optimization
(IEEE, 2016-07)
Optimal control is a task where it is desired to determine the inputs of a dynamical system that optimize (minimize or maximize) a specified cost functional, also known as performance index, while satisfying any constraints ...
Solving optimistic bi level programs by iteratively approximating lower level optimal value function
(IEEE Congress on Evolutionary Computation (CEC), 2016-07)
Bilevel optimization is a nested optimization problem that contains one optimization task as a constraint to another optimization task. Owing to enormous applications that are bilevel in nature, these problems have received ...
Finding reliable solutions in bi level optimization problems under uncertainties
(GECCO '16: Proceedings of the Genetic and Evolutionary Computation Conference 2016, 2016-07)
Bilevel optimization problems are referred to as having a nested inner optimization problem as a constraint to a outer optimization problem in the domain of mathematical programming. It is also known as Stackelberg problems ...