Combinatorial Optimization / Applications of Combinatorial Optimization
Published on 16. July 2010
Book
Hardback
408 pages
978-1-84821-149-0 (ISBN)
Description
Combinatorial optimization is a multidisciplinary scientific area, lying in the interface of three major scientific domains: mathematics, theoretical computer science and management.
The three volumes of the Combinatorial Optimization series aims to cover a wide range of topics in this area. These topics also deal with fundamental notions and approaches as with several classical applications of combinatorial optimization.
"Applications of Combinatorial Optimization" is presenting a certain number among the most common and well-known applications of Combinatorial Optimization.
More details
Product info
gebunden
Edition
1. Auflage
Language
English
Place of publication
London
United Kingdom
Target group
Professional and scholarly
Product notice
sewn/stitched
Cloth over boards
Dimensions
Height: 241 mm
Width: 163 mm
Thickness: 30 mm
Weight
752 gr
ISBN-13
978-1-84821-149-0 (9781848211490)
Schweitzer Classification
Other editions
Additional editions
Vangelis Th. Paschos
Applications of Combinatorial Optimization, Volume 3
E-Book
02/2013
Wiley-ISTE
€160.99
Available for download
Vangelis Th. Paschos
Applications of Combinatorial Optimization, Volume 3
E-Book
02/2013
Wiley-ISTE
€160.99
Available for download
Person
Vangelis Th. Paschos is Exceptional Professor of Computer Science and Combinatorial Optimization at the University Paris-Dauphine and chairman of the LAMSADE (Laboratory for the Modeling and the Analysis of Decision Aiding Systems). His research interests include the complexity theory, the theory of the polynomial approximation of NP-hard problems, the probabilistic combinatorial optimization, the on-line computation and the exact solution of NP-hard problems. He is the author of more than a hundred and fifty research papers. He is also member of the editorial board of several international scientific journals.
Content
Preface xiii
Chapter 1. Airline Crew Pairing Optimization 1
Laurent ALFANDARI and Anass NAGIH
1.1. Introduction 1
1.2. Definition of the problem 2
1.3. Solution approaches 7
1.4. Solving the subproblem for column generation 11
1.5. Conclusion 21
1.6. Bibliography 22
Chapter 2. The Task Allocation Problem 23
Moaiz BEN DHAOU and Didier FAYARD
2.1. Presentation 24
2.2. Definitions and modeling 24
2.3. Review of the main works 29
2.4. A little-studied model 38
2.5. Conclusion 43
2.6. Bibliography 43
Chapter 3. A Comparison of Some Valid Inequality Generation Methods for General 0-1 Problems 49
Pierre BONAMI and Michel MINOUX
3.1. Introduction 49
3.2. Presentation of the various techniques tested 53
3.3. Computational results 67
3.4. Bibliography 70
Chapter 4. Production Planning 73
Nadia BRAUNER, Gerd FINKE and Maurice QUEYRANNE
4.1. Introduction 73
4.2. Hierarchical planning 74
4.3. Strategic planning and productive system design 75
4.4. Tactical planning and inventory management 77
4.5. Operations planning and scheduling 90
4.6. Conclusion and perspectives 104
4.7. Bibliography 105
Chapter 5. Operations Research and Goods Transportation 111
Teodor Gabriel CRAINIC and Frederic SEMET
5.1. Introduction 111
5.2. Goods transport systems 113
5.3. Systems design 115
5.4. Long-distance transport 122
5.5. Vehicle routing problems 137
5.6. Exact models and methods for the VRP 139
5.7. Heuristic methods for the VRP 147
5.8. Conclusion 160
5.9. Appendix: metaheuristics 161
5.10. Bibliography 164
Chapter 6. Optimization Models for Transportation Systems Planning 177
Teodor Gabriel CRAINIC and Michael FLORIAN
6.1. Introduction 177
6.2. Spatial interaction models 178
6.3. Traffic assignment models and methods 181
6.4. Transit route choice models 193
6.5. Strategic planning of multimodal systems 197
6.6. Conclusion 204
6.7. Bibliography 204
Chapter 7. A Model for the Design of a Minimum-cost Telecommunications Network 209
Marc DEMANGE, Cecile MURAT, Vangelis Th. PASCHOS and Sophie TOULOUSE
7.1. Introduction 209
7.2. Minimum cost network construction 210
7.3. Mathematical model, general context 213
7.4. Proposed algorithm 216
7.5. Critical points 220
7.6. Conclusion 223
7.7. Bibliography 223
Chapter 8. Parallel Combinatorial Optimization 225
Van-Dat CUNG, Bertrand LE CUN and Catherine ROUCAIROL
8.1. Impact of parallelism in combinatorial optimization 225
8.2. Parallel metaheuristics 226
8.3. Parallelizing tree exploration in exact methods 235
8.4. Conclusion 247
8.5. Bibliography 248
Chapter 9. Network Design Problems: Fundamental Methods 253
Alain Quilliot
9.1. Introduction 253
9.2. The main mathematical and algorithmic tools for network design 258
9.3. Models and problems 275
9.4. The STEINER-EXTENDED problem 280
9.5. Conclusion 281
9.6 Bibliography 281
Chapter 10. Network Design Problems: Models and Applications 291
Alain Quilliot
10.1. Introduction 291
10.2. Models and location problems 293
10.3. Routing models for telecommunications 298
10.4. The design or dimensioning problem in telecommunications 301
10.5. Coupled flows and multiflows for transport and production 306
10.6. A mixed network pricing model 314
10.7. Conclusion 319
10.8. Bibliography 319
Chapter 11. Multicriteria Task Allocation to Heterogenous Processors with Capacity and Mutual Exclusion Constraints 327
Bernard ROY and Roman SLOWINSKI
11.1. Introduction and formulation of the problem 328
11.2. Modeling the set of feasible assignments 331
11.3. The concept of a blocking configuration and analysis of the unblocking means 334
11.4. The multicriteria assignment problem 346
11.5. Exploring a set of feasible non-dominated assignments in the plane g2 x g3 348
11.6. Numerical example 357
11.7. Conclusion 363
11.8. Bibliography 364
List of Authors 365
Index 369
Summary of Other Volumes in the Series 373
Chapter 1. Airline Crew Pairing Optimization 1
Laurent ALFANDARI and Anass NAGIH
1.1. Introduction 1
1.2. Definition of the problem 2
1.3. Solution approaches 7
1.4. Solving the subproblem for column generation 11
1.5. Conclusion 21
1.6. Bibliography 22
Chapter 2. The Task Allocation Problem 23
Moaiz BEN DHAOU and Didier FAYARD
2.1. Presentation 24
2.2. Definitions and modeling 24
2.3. Review of the main works 29
2.4. A little-studied model 38
2.5. Conclusion 43
2.6. Bibliography 43
Chapter 3. A Comparison of Some Valid Inequality Generation Methods for General 0-1 Problems 49
Pierre BONAMI and Michel MINOUX
3.1. Introduction 49
3.2. Presentation of the various techniques tested 53
3.3. Computational results 67
3.4. Bibliography 70
Chapter 4. Production Planning 73
Nadia BRAUNER, Gerd FINKE and Maurice QUEYRANNE
4.1. Introduction 73
4.2. Hierarchical planning 74
4.3. Strategic planning and productive system design 75
4.4. Tactical planning and inventory management 77
4.5. Operations planning and scheduling 90
4.6. Conclusion and perspectives 104
4.7. Bibliography 105
Chapter 5. Operations Research and Goods Transportation 111
Teodor Gabriel CRAINIC and Frederic SEMET
5.1. Introduction 111
5.2. Goods transport systems 113
5.3. Systems design 115
5.4. Long-distance transport 122
5.5. Vehicle routing problems 137
5.6. Exact models and methods for the VRP 139
5.7. Heuristic methods for the VRP 147
5.8. Conclusion 160
5.9. Appendix: metaheuristics 161
5.10. Bibliography 164
Chapter 6. Optimization Models for Transportation Systems Planning 177
Teodor Gabriel CRAINIC and Michael FLORIAN
6.1. Introduction 177
6.2. Spatial interaction models 178
6.3. Traffic assignment models and methods 181
6.4. Transit route choice models 193
6.5. Strategic planning of multimodal systems 197
6.6. Conclusion 204
6.7. Bibliography 204
Chapter 7. A Model for the Design of a Minimum-cost Telecommunications Network 209
Marc DEMANGE, Cecile MURAT, Vangelis Th. PASCHOS and Sophie TOULOUSE
7.1. Introduction 209
7.2. Minimum cost network construction 210
7.3. Mathematical model, general context 213
7.4. Proposed algorithm 216
7.5. Critical points 220
7.6. Conclusion 223
7.7. Bibliography 223
Chapter 8. Parallel Combinatorial Optimization 225
Van-Dat CUNG, Bertrand LE CUN and Catherine ROUCAIROL
8.1. Impact of parallelism in combinatorial optimization 225
8.2. Parallel metaheuristics 226
8.3. Parallelizing tree exploration in exact methods 235
8.4. Conclusion 247
8.5. Bibliography 248
Chapter 9. Network Design Problems: Fundamental Methods 253
Alain Quilliot
9.1. Introduction 253
9.2. The main mathematical and algorithmic tools for network design 258
9.3. Models and problems 275
9.4. The STEINER-EXTENDED problem 280
9.5. Conclusion 281
9.6 Bibliography 281
Chapter 10. Network Design Problems: Models and Applications 291
Alain Quilliot
10.1. Introduction 291
10.2. Models and location problems 293
10.3. Routing models for telecommunications 298
10.4. The design or dimensioning problem in telecommunications 301
10.5. Coupled flows and multiflows for transport and production 306
10.6. A mixed network pricing model 314
10.7. Conclusion 319
10.8. Bibliography 319
Chapter 11. Multicriteria Task Allocation to Heterogenous Processors with Capacity and Mutual Exclusion Constraints 327
Bernard ROY and Roman SLOWINSKI
11.1. Introduction and formulation of the problem 328
11.2. Modeling the set of feasible assignments 331
11.3. The concept of a blocking configuration and analysis of the unblocking means 334
11.4. The multicriteria assignment problem 346
11.5. Exploring a set of feasible non-dominated assignments in the plane g2 x g3 348
11.6. Numerical example 357
11.7. Conclusion 363
11.8. Bibliography 364
List of Authors 365
Index 369
Summary of Other Volumes in the Series 373