118 citations
- University of ChileCL10 papers
- Centre National de la Recherche ScientifiqueFR7 papers
- Universidad de Santiago de ChileCL4 papers
- Adolfo Ibáñez UniversityCL2 papers
- Center for Mathematical ModelingCL2 papers
- Centre de Recherche en Mathématiques de la DécisionFR2 papers
- Technische Universität BerlinDE2 papers
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5 papers · 1 filter
Decision-focused predictions via pessimistic bilevel optimization: complexity and algorithms
Víctor Bucarey, Sophia Calderón, Gonzalo Muñoz +1
Dealing with uncertainty in optimization parameters is an important and longstanding challenge. Typically, uncertain parameters are predicted accurately, and then a deterministic o…
The MIP Workshop 2023 Computational Competition on Reoptimization
Suresh Bolusani, Mathieu Besançon, Ambros Gleixner +5
This paper describes the computational challenge developed for a computational competition held in 2023 for the anniversary of the Mixed Integer Programming Work…
A relaxation approach to the minimisation of the neo-Hookean energy in 3D
Marco Barchiesi, Duvan Henao, Carlos Mora-Corral +1
Despite its high significance in nonlinear elasticity, the neo-Hookean energy is still not known to admit minimisers in some appropriate admissible class. Using ideas from relaxati…
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities
Jayanta Mandi, James Kotary, Senne Berden +4
Decision-focused learning (DFL) is an emerging paradigm that integrates machine learning (ML) and constrained optimization to enhance decision quality by training ML models in an e…
An Open Source Design Optimization Toolbox Evaluated on a Soft Finger
Stefan Escaida Navarro, Tanguy Navez, Olivier Goury +2
In this paper, we introduce a novel open source toolbox for design optimization in Soft Robotics. We consider that design optimization is an important trend in Soft Robotics that i…