Koch, Thorsten
- The SCIP Optimization Suite 9.0
2024/02/27 by Bolusani, Suresh, Besançon, Mathieu, Bestuzheva, Ksenia +28 · 28 citations
#65Y05 #90C05 #90C10 #90C11 #90C30 #90C90 #FOS: Mathematics #Optimization and Control (math.OC)
- The Quantum Optimization Benchmarking Library
2025/04/04 by Thorsten Koch, David E. Bernal Neira, Koch, Thorsten +61 · 2 voices · 16 citations
Computer Science · Materials Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Chemical and Physical Properties of Materials
- Faster exact solution of sparse MaxCut and QUBO problems
2022/02/04 by Rehfeldt, Daniel, Koch, Thorsten, Shinano, Yuji · 5 citations
#Data Structures and Algorithms (cs.DS) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
- Adaptive Cut Selection in Mixed-Integer Linear Programming
2022/02/22 by Mark Turner, Thorsten Koch, Turner, Mark +5 · 4 citations
Computer Science · #90-05 #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Mathematics #Formal Methods in Verification #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
- Quantum Approximate Multi-Objective Optimization
2025/03/28 by Ayse Kotil, Kotil, Ayse, Elijah Pelofske +11 · 1 voice · 10 citations
Computer Science · Mathematics · #FOS: Physical sciences #Quantum Physics (quant-ph)
- Reduction-based exact solution of prize-collecting Steiner tree problems
2018/11/22 by Daniel Rehfeldt, Rehfeldt, Daniel, Thorsten Koch +1 · 1 citation
Computer Science · Engineering · #Complexity and Algorithms in Graphs #Constraint Satisfaction and Optimization #FOS: Mathematics #Optimization and Control (math.OC) #Vehicle Routing Optimization Methods
- PySCIPOpt-ML: Embedding Trained Machine Learning Models into Mixed-Integer Programs
2023/12/13 by Turner, Mark, Chmiela, Antonia, Koch, Thorsten +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
- Benchmarking of Quantum and Classical Computing in Large-Scale Dynamic Portfolio Optimization Under Market Frictions
2025/02/06 by Ying Chen, Thorsten Koch, Chen, Ying +4 · 2 citations
Computer Science · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #Computational Complexity (cs.CC) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC) #Stochastic processes and financial applications
- Integrated Wind Farm Design: Optimizing Turbine Placement and Cable Routing with Wake Effects
2025/01/13 by Pedersen, Jaap, Lindner, Niels, Rehfeldt, Daniel +1 · 1 citation
#90-10 #FOS: Mathematics #Optimization and Control (math.OC)
- Developing heuristic solution techniques for large-scale unit commitment models
2025/02/26 by Kempke, Nils-Christian, Kunt, Tim, Katamish, Bassel +4 · 1 citation
#68T20 (Secondary) #90-08 (Primary) #90C06 (Secondary) #90C11 (Secondary) #90C59 (Secondary) #FOS: Mathematics #Optimization and Control (math.OC)