Introduction to Evolutionary Algorithms

Evolutionary algorithms are becoming increasingly attractive across various disciplines, such as operations research, computer science, industrial engineering, electrical engineering, social science and economics. Introduction to Evolutionary Algorithms presents an insightful, comprehensive, and up-...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Yu, Xinjie (Autor), Gen, Mitsuo (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Springer London : Imprint: Springer, 2010.
Edición:1st ed. 2010.
Colección:Decision Engineering,
Temas:
Artificial intelligence.
Artificial intelligence-Data processing.
Dynamics.
Nonlinear theories.
Control engineering.
Robotics.
Automation.
Computer simulation.
Artificial Intelligence.
Data Science.
Applied Dynamical Systems.
Control, Robotics, Automation.
Computer Modelling.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Evolutionary Algorithms
  • Simple Evolutionary Algorithms
  • Advanced Evolutionary Algorithms
  • Dealing with Complicated Problems
  • Constrained Optimization
  • Multimodal Optimization
  • Multiobjective Optimization
  • Combinatorial Optimization
  • Brief Introduction to Other Evolutionary Algorithms
  • Swarm Intelligence
  • Artificial Immune Systems
  • Genetic Programming.

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