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Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems 6th International Conference, CPAIOR 2009 Pittsburgh, PA, USA, May 27-31, 2009 Proceedings
Title
Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems [electronic resource] : 6th International Conference, CPAIOR 2009 Pittsburgh, PA, USA, May 27-31, 2009 Proceedings / edited by Willem-Jan van Hoeve, John N. Hooker.
ISBN
9783642019296
Edition
1st ed. 2009.
Publication
Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Physical Description
1 online resource (XI, 332 p.)
Local Notes
Access is available to the Yale community.
Access and use
Access restricted by licensing agreement.
Summary
This book constitutes the refereed proceedings of the 6th International Conference on Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, CPAIOR 2009, held in Pittsburgh, PA, USA, in May 2009. The 20 revised full papers and 10 extended abstracts presented together with 2 invited talks were carefully reviewed and selected from 65 submissions. The papers describe current research in the fields of constraint programming, artificial intelligence, and operations research and present new techniques or new applications in combinatorial optimization, thus exploring ways of solving large-scale, practical optimization problems through integration and hybridization of the fields' different techniques.
Variant and related titles
Springer ENIN.
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Printed edition:
Printed edition:
Format
Books / Online
Language
English
Added to Catalog
May 09, 2023
Series
Theoretical Computer Science and General Issues, 5547
Contents
Invited Talks
Machine Learning Framework for Classification in Medicine and Biology
G12 - Towards the Separation of Problem Modelling and Problem Solving
Regular Papers
Six Ways of Integrating Symmetries within Non-overlapping Constraints
Throughput Constraint for Synchronous Data Flow Graphs
A Shortest Path-Based Approach to the Multileaf Collimator Sequencing Problem
Backdoors to Combinatorial Optimization: Feasibility and Optimality
Solution Enumeration for Projected Boolean Search Problems
k-Clustering Minimum Biclique Completion via a Hybrid CP and SDP Approach
Optimal Interdiction of Unreactive Markovian Evaders
Using Model Counting to Find Optimal Distinguishing Tests
Reformulating Global Grammar Constraints
IBM ILOG CP Optimizer for Detailed Scheduling Illustrated on Three Problems
Open Constraints in a Boundable World
Sequencing and Counting with the multicost-regular Constraint
Bandwidth-Limited Optimal Deployment of Eventually-Serializable Data Services
Tightening the Linear Relaxation of a Mixed Integer Nonlinear Program Using Constraint Programming
The Polytope of Context-Free Grammar Constraints
Determining the Number of Games Needed to Guarantee an NHL Playoff Spot
Scalable Load Balancing in Nurse to Patient Assignment Problems
Learning How to Propagate Using Random Probing
DFS* and the Traveling Tournament Problem
Max Energy Filtering Algorithm for Discrete Cumulative Resources
Extended Abstracts
Hybrid Branching
Constraint Programming and Mixed Integer Linear Programming for Rescheduling Trains under Disrupted Operations
Constraint Models for Sequential Planning
A Fast Algorithm to Solve the Frequency Assignment Problem
A Hybrid LS/CP Approach to Solve the Weekly Log-Truck Scheduling Problem
Modelling Search Strategies in Rules2CP
CP-INSIDE: Embedding Constraint-Based Decision Engines in Business Applications
An Integrated Genetic Algorithm and Integer Programming Approach to the Network Design Problem with Relays
A Benders'Approach to a Transportation Network Design Problem
Progress on the Progressive Party Problem.
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