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

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Inhalt Towards a MIP-Cut Metascheme.- Challenges for CPAIOR in Computational Sustainability.- Lazy Clause Generation: Combining th... Weiterlesen
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Beschreibung

Inhalt

Towards a MIP-Cut Metascheme.- Challenges for CPAIOR in Computational Sustainability.- Lazy Clause Generation: Combining the Power of SAT and CP (and MIP?) Solving.- On Matrices, Automata, and Double Counting.- The Increasing Nvalue Constraint.- Improving the Held and Karp Approach with Constraint Programming.- Characterization and Automation of Matching-Based Neighborhoods.- Rapid Learning for Binary Programs.- Hybrid Methods for the Multileaf Collimator Sequencing Problem.- Automatically Exploiting Subproblem Equivalence in Constraint Programming.- Single-Facility Scheduling over Long Time Horizons by Logic-Based Benders Decomposition.- Integrated Maintenance Scheduling for Semiconductor Manufacturing.- A Constraint Programming Approach for the Service Consolidation Problem.- Solving Connected Subgraph Problems in Wildlife Conservation.- Consistency Check for the Bin Packing Constraint Revisited.- A Relax-and-Cut Framework for Gomory's Mixed-Integer Cuts.- An In-Out Approach to Disjunctive Optimization.- A SAT Encoding for Multi-dimensional Packing Problems.- Job Shop Scheduling with Setup Times and Maximal Time-Lags: A Simple Constraint Programming Approach.- On the Design of the Next Generation Access Networks.- Vehicle Routing for Food Rescue Programs: A Comparison of Different Approaches.- Constraint Programming and Combinatorial Optimisation in Numberjack.- Automated Configuration of Mixed Integer Programming Solvers.- Upper Bounds on the Number of Solutions of Binary Integer Programs.- Matrix Interdiction Problem.- Strong Combination of Ant Colony Optimization with Constraint Programming Optimization.- Service-Oriented Volunteer Computing for Massively Parallel Constraint Solving Using Portfolios.- Constraint Programming with Arbitrarily Large Integer Variables.- Constraint-Based Local Search for Constrained Optimum Paths Problems.- Stochastic Constraint Programming by Neuroevolution with Filtering.- The Weighted Spanning Tree Constraint Revisited.- Constraint Reasoning with Uncertain Data Using CDF-Intervals.- Revisiting the Soft Global Cardinality Constraint.- A Constraint Integer Programming Approach for Resource-Constrained Project Scheduling.- Strategic Planning for Disaster Recovery with Stochastic Last Mile Distribution.- Massively Parallel Constraint Programming for Supercomputers: Challenges and Initial Results.- Boosting Set Constraint Propagation for Network Design.- More Robust Counting-Based Search Heuristics with Alldifferent Constraints.

Produktinformationen

Titel: Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems
Untertitel: 7th International Conference, CPAIOR 2010, Bologna, Italy, June 14-18, 2010, Proceedings
Editor:
EAN: 9783642135200
Format: E-Book (pdf)
Hersteller: Springer Berlin Heidelberg
Genre: IT & Internet
Veröffentlichung: 14.06.2010
Digitaler Kopierschutz: Wasserzeichen
Dateigrösse: 6.43 MB
Anzahl Seiten: 369

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