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Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems

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Inhalt Invited Paper.- Using MILP and CP for the Scheduling of Batch Chemical Processes.- Technical Papers.- SIMPL: A System for I... Weiterlesen
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Beschreibung

Inhalt

Invited Paper.- Using MILP and CP for the Scheduling of Batch Chemical Processes.- Technical Papers.- SIMPL: A System for Integrating Optimization Techniques.- A New Exact Solution Algorithm for the Job Shop Problem with Sequence-Dependent Setup Times.- Simple Rules for Low-Knowledge Algorithm Selection.- Filtering Algorithms for the Same Constraint.- Cost Evaluation of Soft Global Constraints.- SAT-Based Branch & Bound and Optimal Control of Hybrid Dynamical Systems.- Solving the Petri Nets Reachability Problem Using the Logical Abstraction Technique and Mathematical Programming.- Generating Benders Cuts for a General Class of Integer Programming Problems.- A Constraint Programming Model for Tail Assignment.- Super Solutions in Constraint Programming.- Local Probing Applied to Network Routing.- Dynamic Heaviest Paths in DAGs with Arbitrary Edge Weights.- Filtering Methods for Symmetric Cardinality Constraint.- Arc-Consistency Filtering Algorithms for Logical Combinations of Constraints.- Combining Forces to Solve the Car Sequencing Problem.- Travelling in the World of Local Searches in the Space of Partial Assignments.- A Global Constraint for Nesting Problems.- Models and Symmetry Breaking for 'Peaceable Armies of Queens'.- A Global Constraint for Graph Isomorphism Problems.- Echelon Stock Formulation of Arborescent Distribution Systems: An Application to the Wagner-Whitin Problem.- Scheduling Abstractions for Local Search.- O(nlog n) Filtering Algorithms for Unary Resource Constraint.- Problem Decomposition for Traffic Diversions.- Short Papers.- LP Relaxations of Multiple all_different Predicates.- Dispatching and Conflict-Free Routing of Automated Guided Vehicles: A Hybrid Approach Combining Constraint Programming and Mixed Integer Programming.- Making Choices Using Structure at the Instance Level within a Case Based Reasoning Framework.- The Challenge of Generating Spatially Balanced Scientific Experiment Designs.- Building Models through Formal Specification.- Stabilization Issues for Constraint Programming Based Column Generation.- A Hybrid Branch-And-Cut Algorithm for the One-Machine Scheduling Problem.

Produktinformationen

Titel: Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems
Untertitel: First International Conference, CPAIOR 2004, Nice, France, April 20-22, 2004, Proceedings
Editor:
EAN: 9783540246640
Format: E-Book (pdf)
Hersteller: Springer Berlin Heidelberg
Genre: IT & Internet
Veröffentlichung: 17.05.2004
Digitaler Kopierschutz: Wasserzeichen
Anzahl Seiten: 420

Weitere Bände aus der Buchreihe "Lecture Notes in Computer Science"