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math.OC2026
Operator Calculus for Population-Based Optimization: A Mean-Field Convergence Theory
Pekka Malo, Lauri Viitasaari, Patrik Nummi +3
Population-based and distributional optimization methods, from evolution strategies and consensus-based optimization to covariance-matrix adaptation and stochastic gradient methods…
math.OC2025
A Review of Bilevel Optimization: Methods, Emerging Applications, and Recent Advancements
Dhaval Pujara, Ankur Sinha
This paper presents a comprehensive review of techniques proposed in the literature for solving bilevel optimization problems encountered in various real-life applications. Bilevel…