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|a 9783540681557
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|a 10.1007/978-3-540-68155-7
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|a Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems
|h [electronic resource] :
|b 5th International Conference, CPAIOR 2008 Paris, France, May 20-23, 2008 Proceedings /
|c edited by Laurent Perron, Michael A. Trick.
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|a 1st ed. 2008.
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|a Berlin, Heidelberg :
|b Springer Berlin Heidelberg :
|b Imprint: Springer,
|c 2008.
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|a XII, 394 p.
|b online resource.
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|a text
|b txt
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|a computer
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|a Theoretical Computer Science and General Issues,
|x 2512-2029 ;
|v 5015
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|a Invited Talks -- Airline Scheduling: Accomplishments, Opportunities and Challenges -- Selected Challenges from Distribution and Commerce in the Airline and Travel Industry -- 30 Years of Constraint Programming -- Long Papers -- Constraint Integer Programming: A New Approach to Integrate CP and MIP -- New Filtering for the Constraint in the Context of Non-Overlapping Rectangles -- Multi-stage Benders Decomposition for Optimizing Multicore Architectures -- Fast and Scalable Domino Portrait Generation -- Gap Reduction Techniques for Online Stochastic Project Scheduling -- Integrating Symmetry, Dominance, and Bound-and-Bound in a Multiple Knapsack Solver -- Cost Propagation - Numerical Propagation for Optimization Problems -- Fitness-Distance Correlation and Solution-Guided Multi-point Constructive Search for CSPs -- Leveraging Belief Propagation, Backtrack Search, and Statistics for Model Counting -- The Accuracy of Search Heuristics: An Empirical Study on Knapsack Problems -- A Novel Approach For Detecting Symmetries in CSP Models -- Amsaa: A Multistep Anticipatory Algorithm for Online Stochastic Combinatorial Optimization -- Optimal Deployment of Eventually-Serializable Data Services -- Counting Solutions of Knapsack Constraints -- From High-Level Model to Branch-and-Price Solution in G12 -- Simpler and Incremental Consistency Checking and Arc Consistency Filtering Algorithms for the Weighted Spanning Tree Constraint -- Stochastic Satisfiability Modulo Theories for Non-linear Arithmetic -- A Hybrid Constraint Programming / Local Search Approach to the Job-Shop Scheduling Problem -- Short Papers -- Counting Solutions of Integer Programs Using Unrestricted Subtree Detection -- Rapidly Solving an Online Sequence of Maximum Flow Problems with Extensions to Computing Robust Minimum Cuts -- A Hybrid Approach for Solving Shift-Selection and Task-Sequencing Problems -- Solving a Log-Truck Scheduling Problem with Constraint Programming -- Using Local Search to Speed Up Filtering Algorithms for Some NP-Hard Constraints -- Connections in Networks: A Hybrid Approach -- Efficient Haplotype Inference with Combined CP and OR Techniques -- Integration of CP and Compilation Techniques for Instruction Sequence Test Generation -- Propagating Separable Equalities in an MDD Store -- The Weighted Cfg Constraint -- CP with ACO -- A Combinatorial Auction Framework for Solving Decentralized Scheduling Problems (Extended Abstract) -- Constraint Optimization and Abstraction for Embedded Intelligent Systems -- A Parallel Macro Partitioning Framework for Solving Mixed Integer Programs -- Guiding Stochastic Search by Dynamic Learning of the Problem Topography -- Hybrid Variants for Iterative Flattening Search -- Global Propagation of Practicability Constraints -- The Polytope of Tree-Structured Binary Constraint Satisfaction Problems -- A Tabu Search Method for Interval Constraints -- The Steel Mill Slab Design Problem Revisited -- Filtering Atmost1 on Pairs of Set Variables -- Extended Abstract -- Mobility Allowance Shuttle Transit (MAST) Services: MIP Formulation and Strengthening with Logic Constraints.
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|a The 5th International Conference on Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems (CPAIOR 2008) was held in Paris, France May 20-23, 2008. The purpose of this conference series is to bring together researchers in the ?elds of constraint programming, arti?cial intelligence, and operations research to explore ways of solving large-scale, practical optimization problems through integration and hybridization of the ?elds' di?erent techniques. Through the years, this research community is discovering that the ?elds have much in c- mon, and there has been tremendous richness in the resulting cross-fertilization of ?elds. This year, we allowed submissions of both long (15 page) and short (5 page) papers, with short papers either being original work, a reduced version of a long paper, or an extended abstract of work published elsewhere. We were not s- prised by the 69 submissions in the long paper category: this is an active ?eld with many researchers. We were surprised by the 61 short paper submissions. This was far more than predicted. With 130 high-quality submissions, compe- tion for acceptance in this year's program was particularly ?erce. In the end, we accepted 18 long papers and 22 short papers for presentation and publication in this volume.
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|a Computer science.
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|a Numerical analysis.
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|a Computer science-Mathematics.
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|a Discrete mathematics.
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|a Algorithms.
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|a Artificial intelligence.
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|a Operations research.
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|a Theory of Computation.
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|a Numerical Analysis.
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|a Discrete Mathematics in Computer Science.
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|a Algorithms.
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|a Artificial Intelligence.
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|a Operations Research and Decision Theory.
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|a Perron, Laurent.
|e editor.
|4 edt
|4 http://id.loc.gov/vocabulary/relators/edt
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|a Trick, Michael A.
|e editor.
|4 edt
|4 http://id.loc.gov/vocabulary/relators/edt
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|a SpringerLink (Online service)
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|t Springer Nature eBook
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|i Printed edition:
|z 9783540848042
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|i Printed edition:
|z 9783540681540
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|a Theoretical Computer Science and General Issues,
|x 2512-2029 ;
|v 5015
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|u https://doi.uam.elogim.com/10.1007/978-3-540-68155-7
|z Texto Completo
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|a Computer Science (SpringerNature-11645)
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