3 citations · 3 across the 9 of their papers we have counts for
3 papers · 1 filter
Towards Real Time Control of Water Engineering with Nonlinear Hyperbolic Partial Differential Equations
Fabio DiFonzo, Michael Holst, Morteza Kimiaei +2
This paper examines aspirational requirements for software addressing mixed-integer optimization problems constrained by the nonlinear Shallow Water partial differential equations…
Machine Learning Algorithms for Improving Black Box Optimization Solvers
Morteza Kimiaei, Vyacheslav Kungurtsev
Black-box optimization (BBO) addresses problems where objectives are accessible only through costly queries without gradients or explicit structure. Classical derivative-free metho…
Machine Learning Algorithms for Improving Exact Classical Solvers in Mixed Integer Continuous Optimization
Morteza Kimiaei, Vyacheslav Kungurtsev, Brian Olimba
Integer and mixed-integer nonlinear programming (INLP, MINLP) are central to logistics, energy, and scheduling, but remain computationally challenging. This survey examines how mac…