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Combining Column Generation and Outer-Approximation for Solving Nonconvex MINLPs

Authors:
Ivo Nowak at HAW Hamburg
Ivo Nowak
Pavlo Muts at Lufthansa Systems
Pavlo Muts
  • Lufthansa Systems
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We present new decomposition-based outer and inner approximazion algorithms for solving block-separable MINLPs
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Decomposition of loosely coupled integer programs: A multiobjective perspective
  • Jan 2016
  • Nowak
  • Breitfeld
  • Njacheun-Njanzoua Hendrix
Nowak, Breitfeld, Hendrix, and Njacheun-Njanzoua, 2018 Decomposition of loosely coupled integer programs: A multiobjective perspective, Bodur, Ahmed, Boland, Nemhauser, 2016
Decomposition Methods for Large-Scale Mixed Integer Nonlinear Optimization, Nowak, Muts, Hendrix, in book 'Large Scale Optimization in Supply Chain & Smart Manufacturing: Theory & Application
  • Jan 2019
  • Multi-Tree
Multi-Tree Decomposition Methods for Large-Scale Mixed Integer Nonlinear Optimization, Nowak, Muts, Hendrix, in book 'Large Scale Optimization in Supply Chain & Smart Manufacturing: Theory & Application', Editors: Velásquez-Bermúdez, Khakifirooz, Fathi, 2019