Introduction to Genetic Algorithms

Genetic Algorithms are adaptive heuristic search algorithm premised on the evolutionary ideas of natural selection and genetic. The basic concept of Genetic Algorithms is designed to simulate processes in natural system necessary for evolution, specifically those that follow the principles first lai...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Sivanandam, S.N (Autor), Deepa, S. N. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008.
Edición:1st ed. 2008.
Temas:
Engineering mathematics.
Engineering-Data processing.
Artificial intelligence.
Mathematical and Computational Engineering Applications.
Artificial Intelligence.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Evolutionary Computation
  • Genetic Algorithms
  • Terminologies and Operators of GA
  • Advanced Operators and Techniques in Genetic Algorithm
  • Classification of Genetic Algorithm
  • Genetic Programming
  • Genetic Algorithm Optimization Problems
  • Genetic Algorithm Implementation Using Matlab
  • Genetic Algorithm Optimization in C/C++
  • Applications of Genetic Algorithms
  • to Particle Swarm Optimization and Ant Colony Optimization.

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