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math.OC2024★ 2 cited
A Convexification-based Outer-Approximation Method for Convex and Nonconvex MINLP
Zedong Peng, Kaiyu Cao, Kevin C. Furman +3
The advancement of domain reduction techniques has significantly enhanced the performance of solvers in mathematical programming. This paper delves into the impact of integrating c…
math.OC2024
Solution Polishing via Path Relinking for Continuous Black-Box Optimization
Dimitri Papageorgiou, Jan Kronqvist, Asha Ramanujam +3
When faced with a limited budget of function evaluations, state-of-the-art black-box optimization (BBO) solvers struggle to obtain globally, or sometimes even locally, optimal solu…