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math.OC2025
Information Preserving Line Search via Bayesian Optimization
Robin Labryga, Tomislav Prusina, Sören Laue
Line search is a fundamental part of iterative optimization methods for unconstrained and bound-constrained optimization problems to determine suitable step lengths that provide su…
math.OC2024
Efficient Line Search Method Based on Regression and Uncertainty Quantification
Sören Laue, Tomislav Prusina
Unconstrained optimization problems are typically solved using iterative methods, which often depend on line search techniques to determine optimal step lengths in each iteration.…