4 citations · 7 across the 4 of their papers we have counts for
4 papers
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…
Global Optimization via Quadratic Disjunctive Programming for Water Networks Design with Energy Recovery
Carolina Tristán, Marcos Fallanza, Raquel Ibáñez +2
Generalized disjunctive programming (GDP) models with bilinear and concave constraints, often seen in water network design, are challenging optimization problems. This work propose…
DisjunctiveProgramming.jl: Generalized Disjunctive Programming Models and Algorithms for JuMP
Hector D. Perez, Shivank Joshi, Ignacio E. Grossmann
We present a Julia package, DisjunctiveProgramming.jl, that extends the functionality in JuMP.jl to allow modeling problems via logical propositions and disjunctive constraints. Su…
Extensions to Generalized Disjunctive Programming: Hierarchical Structures and First-order Logic
Hector D. Perez, Ignacio E. Grossmann
Optimization problems with discrete-continuous decisions are traditionally modeled in algebraic form via (non)linear mixed-integer programming. A more systematic approach to modeli…