Browsing Working Papers by Author "Deb, K"
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Finding reliable solutions in bi level optimization problems under uncertainties
Lu, Z; Deb, K; Sinha, A (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 ... -
Handling inverse optimal control problems using evolutionary bilevel optimization
Suryan, V; Sinha, A; Malo, P; Deb, K (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
Sinha, A; Malo, P; Deb, K (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 ...