74 citations · 140 across the 17 of their papers we have counts for
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math.OC2018★ 3 cited
Convex Hull Formulations for Mixed-Integer Multilinear Functions
Harsha Nagarajan, Kaarthik Sundar, Hassan Hijazi +1
In this paper, we present convex hull formulations for a mixed-integer, multilinear term/function (MIMF) that features products of multiple continuous and binary variables. We deve…
math.OC2018★ 74 cited
Juniper: An Open-Source Nonlinear Branch-and-Bound Solver in Julia
Ole Kröger, Carleton Coffrin, Hassan Hijazi +1
Nonconvex mixed-integer nonlinear programs (MINLPs) represent a challenging class of optimization problems that often arise in engineering and scientific applications. Because of n…