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math.OC2023
Non-uniform Grid Refinement for the Combinatorial Integral Approximation
Felix Bestehorn, Christoph Hansknecht, Christian Kirches +1
The combinatorial integral approximation (CIA) is a solution technique for integer optimal control problems. In order to regularize the solutions produced by CIA, one can minimize…
math.OC2023★ 1 cited
Convergence of Successive Linear Programming Algorithms for Noisy Functions
Christoph Hansknecht, Christian Kirches, Paul Manns
Gradient-based methods have been highly successful for solving a variety of both unconstrained and constrained nonlinear optimization problems. In real-world applications, such as…