Artificial intelligence application programming /2nd ed.

Detalhes bibliográficos
Autor principal: Jones, M. Tim
Formato: Printed Book
Idioma:English
Publicado em: Hingham, Mass. : Charles River Media, c2005.
Edição:2nd ed.
Assuntos:
Artificial intelligence
Data processing.
Mathematical models.
Sumário:
  • History of AI
  • Pathfinding and the A-star algorithm
  • Simulated annealing
  • Particle swarm optimization
  • Introduction to adaptive resonance theory (ART1)
  • Introduction to classifier systems
  • Ant algorithms
  • Introduction to neural networks and the backpropagation algorithm
  • Introduction to reinforcement learning
  • Introduction to genetic algorithms
  • Artificial life
  • Introduction to rules-based systems
  • Introduction to fuzzy logic
  • Natural language processing
  • The Bigram models-- Agent-based software
  • AI today.

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