Evolutionary computation for modeling and optimization
Evolutionary Computation for Optimization and Modeling is an introduction to evolutionary computation, a field which includes genetic algorithms, evolutionary programming, evolution strategies, and genetic programming. The text is a survey of some application of evolutionary algorithms. It introduce...
Guardado en:
| Autor principal: | |
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| Formato: | Livre numérique |
| Lenguaje: | Anglais |
| Publicado: |
New York, NY :
Springer New York
2006.
Cham : Springer Nature |
| Materias: | |
| Acceso en línea: | 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: | • Evolutionary Computation for Modeling and Optimization, Texte imprimé, 9780387221960 • Evolutionary Computation for Modeling and Optimization, Texte imprimé, 9780387501499 • Evolutionary Computation for Modeling and Optimization, Texte imprimé, 9781441919694 |
Tabla de Contenidos:
- An Overview of Evolutionary Computation
- Designing Simple Evolutionary Algorithms
- Optimizing Real-Valued Functions
- Sunburn: Coevolving Strings
- Small Neural Nets : Symbots
- Evolving Finite State Automata
- Ordered Structures
- Plus-One-Recall-Store
- Fitting to Data
- Tartarus: Discrete Robotics
- Evolving Logic Functions
- ISAc List: Alternative Genetic Programming
- Graph-Based Evolutionary Algorithms
- Cellular Encoding
- Application to Bioinformatics.