Search Methodologies : Introductory Tutorials in Optimization and Decision Support Techniques
Search Methodologies is a tutorial survey of the methodologies that are at the confluence of several fields: Computer Science, Mathematics and Operations Research. It is a carefully structured and integrated treatment of the major technologies in optimization and search methodology. The book is made...
Salvato in:
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| Altri autori: | |
| Natura: | Livre numérique |
| Lingua: | Anglais |
| Pubblicazione: |
New York, NY :
Springer US
2005.
Cham : Springer Nature |
| Accesso online: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Search Methodologies, Texte imprimé, 9780387503264 • Search Methodologies, Texte imprimé, 9781441936288 • Search Methodologies, Texte imprimé, 9780387234601 |
Sommario:
- Classical Techniques
- Integer Programming
- Genetic Algorithms
- Genetic Programming
- Tabu Search
- Simulated Annealing
- Variable Neighborhood Search
- Constraint Programming
- Multi-Objective Optimization
- Complexity Theory and the No Free Lunch Theorem
- Machine Learning
- Artificial Immune Systems
- Swarm Intelligence
- Fuzzy Reasoning
- Rough Set Based Decision Support
- Hyper-Heuristics
- Approximation Algorithms
- Fitness Landscapes.