Natural computing algorithms / Anthony Brabazon, Michael O'Neill, Seán McGarraghy.
Tipo de material:
TextoSeries Natural Computing SeriesEditor: Berlin, Heidelberg : Springer Berlin Heidelberg : Springer, 2015Edición: 1st ed. 2015Descripción: xx, 554 páginas : 164 ilustraciones, 22 ilustraciones en colorTipo de contenido: - texto
- computadora
- recurso en línea
- 9783662436318
- QA75.5-76.95
Springer eBooks
Introduction -- Introduction to Evolutionary Computing -- Genetic Algorithms -- Extending the Genetic Algorithm -- Evolution Strategies and Evolutionary Programming -- Differential Evolution -- Genetic Programming -- Particle Swarm Algorithms -- Ant Algorithms -- Honeybee Algorithms -- Other Social Algorithms -- Bacterial Foraging Algorithms -- Neural Networks for Supervised Learning -- Neural Networks for Unsupervised Learning -- Neuroevolution -- Artificial Immune Systems -- An Introduction to Developmental and Grammatical Computing -- Grammar-Based and Developmental Genetic Programming -- Grammatical Evolution -- TAG3P and Developmental TAG3P -- Genetic Regulatory Networks -- An Introduction to Physics-Inspired Computing -- Physics-Inspired Computing Algorithms -- Quantum-Inspired Evolutionary Algorithms -- Plant-Inspired Algorithms -- Chemistry-Inspired Algorithms -- Conclusions -- References -- Index.
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