Computational Intelligence Principles, Techniques and Applications /

The book Computational Intelligence: Principles, Techniques and Applications presents both theories and applications of Computational Intelligence in a clear, precise and highly comprehensive style. The textbook addresses the fundamental aspects of Fuzzy Sets and Logic, Neural Networks, Evolutionary...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Konar, Amit (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2005.
Edición:1st ed. 2005.
Temas:
Engineering mathematics.
Engineering-Data processing.
Artificial intelligence.
System theory.
Multibody systems.
Vibration.
Mechanics, Applied.
Control engineering.
Robotics.
Automation.
Pattern recognition systems.
Mathematical and Computational Engineering Applications.
Artificial Intelligence.
Complex Systems.
Multibody Systems and Mechanical Vibrations.
Control, Robotics, Automation.
Automated Pattern Recognition.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • An Introduction to Computational Intelligence
  • Fuzzy Sets and Relations
  • Fuzzy Logic and Approximate Reasoning
  • Fuzzy Logic in Process Control
  • Fuzzy Pattern Recognition
  • Fuzzy Databases and Possibilistic Reasoning
  • to Machine Learning Using Neural Nets
  • Supervised Neural Learning Algorithms
  • Unsupervised Neural Learning Algorithms
  • Competitive Learning Using Neural Nets
  • Neuro-dynamic Programming by Reinforcement Learning
  • Evolutionary Computing Algorithms
  • Belief Calculus and Probabilistic Reasoning
  • Reasoning in Expert Systems Using Fuzzy Petri Nets
  • Fuzzy Models for Face Matching and Mood Detection
  • Behavioral Synergism of Soft Computing Tools
  • Object Recognition from Gray Images Using Fuzzy ADALINE Neurons
  • Distributed Machine Learning Using Fuzzy Cognitive Maps
  • Machine Learning Using Fuzzy Petri Nets
  • Computational Intelligence in Tele-Communication Networks
  • Computational Intelligence in Mobile Robotics
  • Emerging Areas of Computational Intelligence
  • Research Problems for Graduate Thesis and Pre-Ph D Preparatory Courses.

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