Optimized Scheduling of Medical Appointment Sequences using Constraint Programming
George Assaf, Sven Löffler, Petra Hofstedt
An integrated optimisation method for aluminium hot rolling
Ioannis Avgerinos, Apostolos Besis, Ioannis Mourtos, Athanasios Psarros, Stavros Vatikiotis, Georgios Zois
Determining the Most Promising Selective Backbone Size for Partial Knowledge Compilation
Andrea Balogh, Guillaume Escamocher, Barry O'Sullivan
Leveraging Quantum Computing for Accelerated Classical Algorithms in Power Systems Optimization
Rosemary Barrass, Harsha Nagarajan, Carleton Coffrin
Hybridizing Machine Learning and Optimization for Planning Satellite Observations
Romain Barrault, Cédric Pralet, Gauthier Picard, Eric Sawyer
Algorithm Configuration in Sequential Decision-Making
Luca Begnardi, Bart von Meijenfeldt, Yingqian Zhang, Willem van Jaarsveld, Hendrik Baier
Self-Supervised Penalty-Based Learning for Robust Constrained Optimization
Wyame Benslimane, Paul Grigas
Revisiting Pseudo-Boolean Encodings from an Integer Perspective
Hendrik Bierlee, Jip J. Dekker, Peter J. Stuckey
Multi-task Representation Learning for Mixed Integer Linear Programming
Junyang Cai, Taoan Huang, Bistra Dilkina
Breaking the Symmetries of Indistinguishable Objects
Mun See Chang, Ian P. Gent, Christopher Jefferson
Breaking Symmetries from a Set-Covering Perspective
Michael Codish, Mikolas Janota
Modeling and Solving the Generalized Test Laboratory Scheduling Problem
Philipp Danzinger, Tobias Geibinger, Florian Mischek, Nysret Musliu
Parallelising Lazy Clause Generation with Trail Sharing
Toby O. Davies, Frédéric Didier, Laurent Perron, Peter J. Stuckey
Learning Primal Heuristics for 0-1 Knapsack Interdiction Problems
Luca Ferrarini, Stefano Gualandi, Letizia Moro, Axel Parmentier
Bounded-Error Policy Optimization for Mixed Discrete-Continuous MDPs via Constraint Generation in Nonlinear Programming
Michael Gimelfarb, Ayal Taitler, Scott Sanner
Minimising Source-Plate Swaps for Robotised Compound Dispensing in Microplates
Ramiz Gindullin, Brinton Seashore-Ludlow, Ola Spjuth
Combining Constraint Programming and Metaheuristics for Aircraft Maintenance Routing with a Distribution Objective
Ida Gjergji, Lucas Kletzander, Hendrik Bierlee, Nysret Musliu, Peter J. Stuckey
Reducing Income Variability in Natural Resource Portfolios via Integer Programming
Laura Greenstreet, Qinru Shi, Marc Grimson, Franz W. Simon, Suresh A. Sethi, Carla P. Gomes, David B. Shmoys
Analyzing the numerical correctness of branch-and-bound decisions for mixed-integer programming
Alexander Hoen, Ambros Gleixner
LLMs for Cold-Start Cutting Plane Separator Configuration
Connor Lawless, Yingxi Li, Anders Wikum, Madeleine Udell, Ellen Vitercik
A Dynamic Programming Approach for the Job Sequencing and Tool Switching Problem
Emma Legrand, Vianney Copp, Daniele Catanzaro, Pierre Schaus
Time-dependent Orienteering for High Altitude UAVs to Monitor Greenhouse Gases: Mixed Integer Programming vs. Monte Carlo Tree Search
Richard Levinson, Vinay Ravindra, Jeremy Frank, Meghan Saephan
A Column Generation Heuristic for Multi-depot Electric Bus Scheduling
Yoann Sabatier Montanaro, Thomas Jacquet, Quentin Cappart, Guy Desaulniers
On the Efficiency of Algebraic Simplex Algorithms for Solving MDPs
Dibyangshu Mukherjee, Shivaram Kalyanakrishnan
Reinforcement Learning-based Heuristics to Guide Domain-Independent Dynamic Programming
Minori Narita, Ryo Kuroiwa, J. Christopher Beck
Acquiring and Selecting Implied Constraints with an Application to the BinSeq and Partition Global Constraints
Jovial Cheukam Ngouonou, Ramiz Gindullin, Claude-Guy Quimper, Nicloas Beldiceanu, Rémi Douence
Integer and Constraint Programming for the Offline Nanosatellite Partition Scheduling Problem
Julien Rouzot, Mickaël Pereira, Christian Artigues, Romain Boyer, Frédéric Camps, Philippe Garnier, Emmanuel Hebrard, Pierre Lopez
Accelerated Discovery of Set Cover Solutions via Graph Neural Networks
Zohair Shafi, Benjamin A. Miller, Tina Eliassi-Rad, Rajmonda S. Caceres
Constrained Machine Learning Through Hyperspherical Representation
Gaetano Signorelli, Michele Lombardi
PySCIPOpt-ML: Embedding Trained Machine Learning Models into Mixed-Integer Programs
Mark Turner, Antonia Chmiela, Thorsten Koch, Michael Winkler
Satellite Communication Resources Management in a Earth Observation Federation of Constellations
Henoïk Willot, Jean-Loup Farges, Gauthier Picard, Philippe Pavero
Shaping Reward Signals in Reinforcement Learning Using Constraint Programming
Chao Yin, Quentin Cappart, Gilles Pesant