Integration of Constraint Programming, Artificial Intelligence, and Operations Research
Springer International Publishing (Verlag)
978-3-031-08010-4 (ISBN)
A Two-Phase Hybrid Approach for the Hybrid Flexible Flowshop with Transportation Times.- A SAT Encoding to compute Aperiodic Tiling Rhythmic Canons.- Transferring Information across Restarts in MIP.- Towards Copeland Optimization in Combinatorial Problems.- Coupling Different Integer Encodings for SAT.- Model-Based Algorithm Configuration with Adaptive Capping and Prior Distributions.- Shattering Inequalities for Learning Optimal Decision Trees.- Learning Pseudo-Backdoors for Mixed Integer Programs.- Leveraging Integer Linear Programming to Learn Optimal Fair Rule Lists.- Solving the Job Shop Scheduling Problem extended with AGVs - Classical and Quantum Approaches.- Stochastic Decision Diagrams.- Improving the robustness of EPS to solve the TSP.- Efficient operations between MDDs and constraints.- Deep Policy Dynamic Programming for Vehicle Routing Problems.- Learning a Propagation Complete Formula.- A FastMap-Based Algorithm for Block Modeling.- Packing by Scheduling: Using ConstraintProgramming to Solve a Complex 2D Cutting Stock Problem.- Dealing with the product constraint.- Multiple-choice knapsack constraint in graphical models.- A Learning Large Neighborhood Search for the Staff Rerostering Problem.- Practically Uniform Solution Sampling in Constraint Programming.- Training Thinner and Deeper Neural Networks: Jumpstart Regularization.- Hybrid Offline/Online Optimization for Energy Management via Reinforcement Learning.- Enumerated Types and Type Extensions for MiniZinc.- A parallel algorithm for generalized arc-consistent filtering for the Alldifferent constraint.- Analyzing the Reachability Problem in Choice Networks.- Model-based Approaches to Multi-Attribute Diverse Matching.
Erscheinungsdatum | 14.06.2022 |
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Reihe/Serie | Lecture Notes in Computer Science |
Zusatzinfo | XIX, 442 p. 101 illus., 64 illus. in color. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 706 g |
Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
Informatik ► Weitere Themen ► Hardware | |
Schlagworte | Applications • Artificial Intelligence • Computer Hardware • Computer Networks • computer programming • Computer Science • Computer systems • conference proceedings • Constraint Programming • Education • Engineering • evolutionary algorithms • Genetic algorithms • graph theory • Informatics • Internet • Linguistics • Mathematics • Network Protocols • Optimization • Research • Signal Processing • Telecommunication networks • theoretical computer science |
ISBN-10 | 3-031-08010-6 / 3031080106 |
ISBN-13 | 978-3-031-08010-4 / 9783031080104 |
Zustand | Neuware |
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