1.5k citations
- Massachusetts Institute of TechnologyUS194 papers
- Centre National de la Recherche ScientifiqueFR33 papers
- Harvard UniversityUS29 papers
- University of California, BerkeleyUS24 papers
- California Institute of TechnologyUS22 papers
- Northeastern UniversityUS22 papers
- University of CambridgeGB18 papers
- Cornell UniversityUS17 papers
- Kavli Institute for Particle Astrophysics and CosmologyUS17 papers
- Princeton UniversityUS17 papers
- MIT Computer Science and Artificial Intelligence LaboratoryUS16 papers
- Sorbonne UniversitéFR16 papers
14 papers · 1 filter
Modeling of Network Constraints in Large-scale Capacity Expansion Optimization of Power Grids
Yu Weng, Lara Booth, Priya L. Donti +1
Capacity expansion modeling plays a critical role in optimizing the deployment of new generation, storage, and transmission, typically at national and regional levels. To support l…
Certainty-Equivalence Model Predictive Control: Stability, Performance, and Beyond
Changrui Liu, Shengling Shi, Bart De Schutter
Handling model mismatch is a common challenge in model predictive control (MPC). While robust MPC is effective, its conservatism often makes it less desirable. Certainty-equivalenc…
Measure-to-measure interpolation using Transformers
Borjan Geshkovski, Philippe Rigollet, Domènec Ruiz-Balet
Transformers are deep neural network architectures that underpin the recent successes of large language models. Unlike more classical architectures that can be viewed as point-to-p…
Computing conjugate barrier information for nonsymmetric cones
Lea Kapelevich, Erling D. Andersen, Juan Pablo Vielma
The recent interior point algorithm by Dahl and Andersen [10] for nonsymmetric cones as well as earlier works [16,19] require derivative information from the conjugate of the barri…
Performance enhancements for a generic conic interior point algorithm
Chris Coey, Lea Kapelevich, Juan Pablo Vielma
In recent work, we provide computational arguments for expanding the class of proper cones recognized by conic optimization solvers, to permit simpler, smaller, more natural conic…
From an Interior Point to a Corner Point: Smart Crossover
Dongdong Ge, Chengwenjian Wang, Zikai Xiong +1
Identifying optimal basic feasible solutions to linear programming problems is a critical task for mixed integer programming and other applications. The crossover method, which aim…