Metaheuristics for logistics Volume 4 Volume 4 /
This book describes the main classical combinatorial problems that can be encountered when designing a logistics network or driving a supply chain. It shows how these problems can be tackled by metaheuristics, both separately and using an integrated approach. A huge number of techniques, from the si...
| Otros Autores: | |
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| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
London, England ; Hoboken, New Jersey :
iSTE
2016.
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| Edición: | 1st edition |
| Colección: | Computer engineering series (London, England)
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| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009630360906719 |
Tabla de Contenidos:
- Table of Contents; Title; Copyright; Introduction; PART 1: Basic Notions; 1 Introductory Problems; 1.1. The "swing states" problem; 1.2. Adel and his camels; 1.3. Sauron's forges; 2 A Review of Logistic Problems; 2.1. Some history; 2.2. Some polynomial problems; 2.3. Packing problems; 2.4. Routing problems; 2.5. Production scheduling problems; 2.6. Lot-sizing problems; 2.7. Facility location problems; 2.8. Conclusion; 3 An Introduction to Metaheuristics; 3.1. Optimization problems; 3.2. Metaheuristics: basic notions; 3.3. Individual-based metaheuristics; 3.4. Population-based metaheuristics
- 3.5. Conclusion4 A First Implementation of Metaheuristics; 4.1. Representing a list of objects; 4.2. The implementation of a local search; 4.3. The implementation of individual-based metaheuristics; 4.14. Conclusion; PART 2: Advanced Notions; 5 The Traveling Salesman Problem; 5.1. Representing a solution: the two-level tree structure; 5.2. Constructing initial solutions; 5.3. Neighborhood systems; 5.4. Some results; 5.5. Conclusion; 6 The Flow-Shop Problem; 6.1. Representation and assessment of a solution; 6.2. Construction of the initial solution; 6.3. Neighborhood systems; 6.4. Results
- 6.5. Conclusion7 Some Elements for Other Logistic Problems; 7.1. Direct representation versus indirect representation; 7.2. Conditioning problems; 7.3. Lot-sizing problems; 7.4. Localization problems; 7.5. Conclusion; PART 3: Evolutions and Current Trends; 8 Supply Chain Management; 8.1. Introduction to supply chain management; 8.2. Horizontal synchronization of the supply chain; 8.3. Vertical synchronization of a supply chain; 8.4. An integral approach of the supply chain; 8.5. Conclusion; 9 Hybridization and Coupling Using Metaheuristics
- 9.1. Metaheuristics for the optimization of the supply chain9.2. Hybridization of optimization methods; 9.3. Coupling of optimization methods and performance evaluations; 9.4. Conclusion; 10 Flexible Manufacturing Systems; 10.1. Introduction to the FMS challenges; 10.2. The job-shop problem with transport; 10.3. Proposal for a metaheuristic/simulation coupling; 10.4. Workshop layout problem; 10.5. Conclusion; 11 Synchronization Problems Based on Vehicle Routings; 11.1. Inventory routing problem; 11.2. The location-routing problem; 11.3. Conclusion; 12 Solution to Problems
- 12.1. The swing state problem12.2. Adel and his camels; 12.3. The forges of Sauron; Conclusion; Bibliography; Index; End User License Agreement
