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Integration of AI and OR techniques in constraint programming[electronic resource] :13th International Conference, CPAIOR 2016, Banff, AB, Canada, May 29 - June 1, 2016 : proceedings /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
杜威分類號:	005.116
書名/作者:	Integration of AI and OR techniques in constraint programming : 13th International Conference, CPAIOR 2016, Banff, AB, Canada, May 29 - June 1, 2016 : proceedings // edited by Claude-Guy Quimper.
其他題名:	CPAIOR 2016
其他作者:	Quimper, Claude-Guy.
團體作者:	Clark Conference
出版者:	Cham : : Springer International Publishing :, 2016.
面頁冊數:	xix, 421 p. : : ill., digital ;; 24 cm.
Contained By:	Springer eBooks
標題:	Constraint programming (Computer science)
標題:	Combinatorial optimization - Congresses. - Data processing
標題:	Artificial intelligence
標題:	Computer Science.
標題:	Numeric Computing.
標題:	Math Applications in Computer Science.
標題:	Discrete Mathematics in Computer Science.
標題:	Algorithm Analysis and Problem Complexity.
標題:	Artificial Intelligence (incl. Robotics)
標題:	Operations Research, Management Science.
ISBN:	9783319339542
ISBN:	9783319339535
內容註:	On CNF Encodings for Decision Diagrams -- Time-Series Constraints: Improvements and Application in CP and MIP Contexts -- Finding a Collection of MUSes Incrementally -- Decompositions Based on Decision Diagrams -- Logic-Based Decomposition Methods for the Travelling Purchaser Problem -- Lagrangian Decomposition via Subproblem Search -- Non-linear Optimization of Business Models in the Electricity Market -- Weighted Spanning Tree Constraint with Explanations -- Forward-Checking ltering for Nested Cardinality Constraints: Application to an Energy Cost Aware Production Planning Problem for Tissue Manufacturing -- Cyclic Routing of Unmanned Aerial Vehicles -- Parallelizing Constraint Programming with Learning -- Parallel Composition of Scheduling Solvers -- Rail Capacity Planning With Constraint Programming -- Scheduling Home Hospice Care with Logic-Based Benders Decomposition -- A Global Constraint for Mining Sequential Patterns with GAP Constraint -- A Reservoir Balancing Constraint with Applications to Bike-Sharing -- Optimization Models for a Real-World Snow Plow Routing Problem -- The TASKINTERSECTION Constraint -- A Stochastic Continuous Optimization Backend for MiniZinc with Applications to Geometrical Placement Problems -- Constructions and In-place Operations for MDDs Based Constraints -- Balancing Nursing Workload by Constraint Programming -- Designing Spacecraft Command Loops Using Two-Dimension Vehicle Routing -- Constraint Programming Approach for Spatial Packaging Problem -- Detecting Semantic Groups in MIP Models -- Revisiting Two-Sided Stability Constraints -- Optimal Flood Mitigation over Flood Propagation Approximations -- A Bit-Vector Solver with Word Level Propagation -- A New Solver for the Minimum Weighted Vertex Cover Problem -- Optimal Upgrading Schemes for Eective Shortest Paths in Networks.
摘要、提要註:	This book constitutes the proceedings of the 13th International Conference on Integration of Artificial Intelligence and Operations Research Techniques in Constraint Programming for Combinatorial Optimization Problems, CPAIOR 2016, held in Banff, Canada, in May/June 2016. The 21 full papers presented together with 8 short papers were carefully reviewed and selected from 51 submissions. The conference brings together interested researchers from constraint programming, artificial intelligence, and operations research to present new techniques or applications in combinatorial optimization and provides an opportunity for researchers in one area to learn about techniques in the others, and to show how the integration of techniques from different fields can lead to interesting results on large and complex problems.
電子資源:	http://dx.doi.org/10.1007/978-3-319-33954-2

Integration of AI and OR techniques in constraint programming[electronic resource] :13th International Conference, CPAIOR 2016, Banff, AB, Canada, May 29 - June 1, 2016 : proceedings /
Integration of AI and OR techniques in constraint programming13th International Conference, CPAIOR 2016, Banff, AB, Canada, May 29 - June 1, 2016 : proceedings /[electronic resource] :CPAIOR 2016edited by Claude-Guy Quimper. - Cham :Springer International Publishing :2016. - xix, 421 p. :ill., digital ;24 cm. - Lecture notes in computer science,96760302-9743 ;. - Lecture notes in computer science ;7103..

On CNF Encodings for Decision Diagrams -- Time-Series Constraints: Improvements and Application in CP and MIP Contexts -- Finding a Collection of MUSes Incrementally -- Decompositions Based on Decision Diagrams -- Logic-Based Decomposition Methods for the Travelling Purchaser Problem -- Lagrangian Decomposition via Subproblem Search -- Non-linear Optimization of Business Models in the Electricity Market -- Weighted Spanning Tree Constraint with Explanations -- Forward-Checking ltering for Nested Cardinality Constraints: Application to an Energy Cost Aware Production Planning Problem for Tissue Manufacturing -- Cyclic Routing of Unmanned Aerial Vehicles -- Parallelizing Constraint Programming with Learning -- Parallel Composition of Scheduling Solvers -- Rail Capacity Planning With Constraint Programming -- Scheduling Home Hospice Care with Logic-Based Benders Decomposition -- A Global Constraint for Mining Sequential Patterns with GAP Constraint -- A Reservoir Balancing Constraint with Applications to Bike-Sharing -- Optimization Models for a Real-World Snow Plow Routing Problem -- The TASKINTERSECTION Constraint -- A Stochastic Continuous Optimization Backend for MiniZinc with Applications to Geometrical Placement Problems -- Constructions and In-place Operations for MDDs Based Constraints -- Balancing Nursing Workload by Constraint Programming -- Designing Spacecraft Command Loops Using Two-Dimension Vehicle Routing -- Constraint Programming Approach for Spatial Packaging Problem -- Detecting Semantic Groups in MIP Models -- Revisiting Two-Sided Stability Constraints -- Optimal Flood Mitigation over Flood Propagation Approximations -- A Bit-Vector Solver with Word Level Propagation -- A New Solver for the Minimum Weighted Vertex Cover Problem -- Optimal Upgrading Schemes for Eective Shortest Paths in Networks.

This book constitutes the proceedings of the 13th International Conference on Integration of Artificial Intelligence and Operations Research Techniques in Constraint Programming for Combinatorial Optimization Problems, CPAIOR 2016, held in Banff, Canada, in May/June 2016. The 21 full papers presented together with 8 short papers were carefully reviewed and selected from 51 submissions. The conference brings together interested researchers from constraint programming, artificial intelligence, and operations research to present new techniques or applications in combinatorial optimization and provides an opportunity for researchers in one area to learn about techniques in the others, and to show how the integration of techniques from different fields can lead to interesting results on large and complex problems.

ISBN: 9783319339542

Standard No.: 10.1007/978-3-319-33954-2doiSubjects--Topical Terms:

386137
Constraint programming (Computer science)

LC Class. No.: QA76.612 / .C63 2016

Dewey Class. No.: 005.116

Integration of AI and OR techniques in constraint programming[electronic resource] :13th International Conference, CPAIOR 2016, Banff, AB, Canada, May 29 - June 1, 2016 : proceedings /
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