IBM

Library of MINLP Problems

Problem Title Primary Author Date Submitted Date Last Modified Application Sessions Model Types
1 k-mean clustering: Convex MINLPs Derived from Generalized Disjunctive Programming using Cones Bernal, David 08/12/2022 08/12/2022
(Problem Added)
Machine Learning 1 MINLP, MIQCP
2 Constrained Layout: Convex MINLPs Derived from Generalized Disjunctive Programming using Cones Bernal, David 08/09/2022 08/09/2022
(Problem Added)
Engineering 1 MINLP, MIQCP
3 Stochastic pooling problem with contract selection Li, Can 05/29/2021 05/29/2021
(Problem Added)
Engineering 1 MIQCP
4 AC Network-Constrained Unit Commitment Anjos, Miguel 01/07/2020 01/07/2020
(Problem Added)
Engineering 1 MINLP
5 Global Optimization Algorithm for Capacitated Multi-facility Continuous Location-Allocation Problems Lara, Cristiana 11/30/2018 11/30/2018
(Problem Added)
Operations 1 MINLP
6 Mixed-integer nonlinear programming models for optimal design of reliable chemical plants Ye, Yixin 09/21/2018 09/21/2018
(Problem Added)
Engineering 1 MINLP
7 Crude Oil Pooling Problem Castro, Pedro 06/21/2016 06/21/2016
(Problem Added)
Engineering 1 MINLP, MILP
8 Industrial gas network operation Puranik, Yash 05/06/2016 05/06/2016
(Problem Added)
Engineering 1 MINLP
9 Optimal Procurement Contract Selection with Price Optimization under Uncertainty for Process Networks Calfa, Bruno 08/24/2015 08/24/2015
(Problem Added)
Operations 1 MINLP
10 Large-Scale MILP Transshipment Models for Heat Exchanger Network Synthesis Chen, Yang 03/29/2015 03/29/2015
(Problem Added)
Engineering 1 MILP