Handbook of Constraint Programming [1st ed] 9780444527264, 0444527265
Constraint programming is a powerful paradigm for solving combinatorial search problems that draws on a wide range of te
224 123 291KB
English Pages 3-955 [977] Year 2006
Table of contents :
Content:
Foundations of Artificial Intelligence
Page ii
Front Matter
Page iii
Copyright page
Page iv
Foreword
Pages v-vi
Ugo Montanari
Editors
Page vii
Contributors
Pages ix-xi
Chapter 1 - Introduction
Pages 3-12
Francesca Rossi, Peter van Beek, Toby Walsh
Chapter 2 - Constraint Satisfaction: An Emerging Paradigm
Pages 13-27
Eugene C. Freuder, Alan K. Mackworth
Chapter 3 - Constraint Propagation
Pages 29-83
Christian Bessiere
Chapter 4 - Backtracking Search Algorithms
Pages 85-134
Peter van Beek
Chapter 5 - Local Search Methods
Pages 135-167
Holger H. Hoos, Edward Tsang
Chapter 6 - Global Constraints
Pages 169-208
Willem-Jan van Hoeve, Irit Katriel
Chapter 7 - Tractable Structures for Constraint Satisfaction Problems
Pages 209-244
Rina Dechter
Chapter 8 - The Complexity of Constraint Languages
Pages 245-280
David Cohen, Peter Jeavons
Chapter 9 - Soft Constraints
Pages 281-328
Pedro Meseguer, Francesca Rossi, Thomas Schiex
Chapter 10 - Symmetry in Constraint Programming
Pages 329-376
Ian P. Gent, Karen E. Petrie, Jean-François Puget
Chapter 11 - Modelling
Pages 377-406
Barbara M. Smith
Chapter 12 - Constraint Logic Programming
Pages 409-452
Kim Marriott, Peter J. Stuckey, Mark Wallace
Chapter 13 - Constraints in Procedural and Concurrent Languages
Pages 453-494
Thom Frühwirth, Laurent Michel, Christian Schulte
Chapter 14 - Finite Domain Constraint Programming Systems
Pages 495-526
Christian Schulte, Mats Carlsson
Chapter 15 - Operations Research Methods in Constraint Programming
Pages 527-570
John N. Hooker
Chapter 16 - Continuous and Interval Constraints
Pages 571-603
Frédéric Benhamou, Laurent Granvilliers
Chapter 17 - Constraints over Structured Domains
Pages 605-638
Carmen Gervet
Chapter 18 - Randomness and Structure
Pages 639-664
Carla Gomes, Toby Walsh
Chapter 19 - Temporal CSPs
Pages 665-697
Manolis Koubarakis
Chapter 20 - Distributed Constraint Programming
Pages 699-729
Boi Faltings
Chapter 21 - Uncertainty and Change
Pages 731-760
Kenneth N. Brown, Ian Miguel
Chapter 22 - Constraint-Based Scheduling and Planning
Pages 761-799
Philippe Baptiste, Philippe Laborie, Claude Le Pape, Wim Nuijten
Chapter 23 - Vehicle Routing
Pages 801-836
Philip Kilby, Paul Shaw
Chapter 24 - Configuration
Pages 837-873
Ulrich Junker
Chapter 25 - Constraint Applications in Networks
Pages 875-903
Helmut Simonis
Chapter 26 - Bioinformatics and Constraints
Pages 905-944
Rolf Backofen, David Gilbert
Index
Pages 945-955
Content:
Foundations of Artificial Intelligence
Page ii
Front Matter
Page iii
Copyright page
Page iv
Foreword
Pages v-vi
Ugo Montanari
Editors
Page vii
Contributors
Pages ix-xi
Chapter 1 - Introduction
Pages 3-12
Francesca Rossi, Peter van Beek, Toby Walsh
Chapter 2 - Constraint Satisfaction: An Emerging Paradigm
Pages 13-27
Eugene C. Freuder, Alan K. Mackworth
Chapter 3 - Constraint Propagation
Pages 29-83
Christian Bessiere
Chapter 4 - Backtracking Search Algorithms
Pages 85-134
Peter van Beek
Chapter 5 - Local Search Methods
Pages 135-167
Holger H. Hoos, Edward Tsang
Chapter 6 - Global Constraints
Pages 169-208
Willem-Jan van Hoeve, Irit Katriel
Chapter 7 - Tractable Structures for Constraint Satisfaction Problems
Pages 209-244
Rina Dechter
Chapter 8 - The Complexity of Constraint Languages
Pages 245-280
David Cohen, Peter Jeavons
Chapter 9 - Soft Constraints
Pages 281-328
Pedro Meseguer, Francesca Rossi, Thomas Schiex
Chapter 10 - Symmetry in Constraint Programming
Pages 329-376
Ian P. Gent, Karen E. Petrie, Jean-François Puget
Chapter 11 - Modelling
Pages 377-406
Barbara M. Smith
Chapter 12 - Constraint Logic Programming
Pages 409-452
Kim Marriott, Peter J. Stuckey, Mark Wallace
Chapter 13 - Constraints in Procedural and Concurrent Languages
Pages 453-494
Thom Frühwirth, Laurent Michel, Christian Schulte
Chapter 14 - Finite Domain Constraint Programming Systems
Pages 495-526
Christian Schulte, Mats Carlsson
Chapter 15 - Operations Research Methods in Constraint Programming
Pages 527-570
John N. Hooker
Chapter 16 - Continuous and Interval Constraints
Pages 571-603
Frédéric Benhamou, Laurent Granvilliers
Chapter 17 - Constraints over Structured Domains
Pages 605-638
Carmen Gervet
Chapter 18 - Randomness and Structure
Pages 639-664
Carla Gomes, Toby Walsh
Chapter 19 - Temporal CSPs
Pages 665-697
Manolis Koubarakis
Chapter 20 - Distributed Constraint Programming
Pages 699-729
Boi Faltings
Chapter 21 - Uncertainty and Change
Pages 731-760
Kenneth N. Brown, Ian Miguel
Chapter 22 - Constraint-Based Scheduling and Planning
Pages 761-799
Philippe Baptiste, Philippe Laborie, Claude Le Pape, Wim Nuijten
Chapter 23 - Vehicle Routing
Pages 801-836
Philip Kilby, Paul Shaw
Chapter 24 - Configuration
Pages 837-873
Ulrich Junker
Chapter 25 - Constraint Applications in Networks
Pages 875-903
Helmut Simonis
Chapter 26 - Bioinformatics and Constraints
Pages 905-944
Rolf Backofen, David Gilbert
Index
Pages 945-955
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