Biomimicry for Optimization, Control, and Automation

Biomimicry uses our scienti?c understanding of biological systems to exploit ideas from nature in order to construct some technology. In this book, we focus onhowtousebiomimicryof the functionaloperationofthe "hardwareandso- ware" of biological systems for the development of optimization a...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Passino, Kevin M. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Springer London : Imprint: Springer, 2005.
Edición:1st ed. 2005.
Temas:
Computer simulation.
Mathematical optimization.
Control engineering.
Robotics.
Automation.
Telecommunication.
Computer Modelling.
Optimization.
Control, Robotics, Automation.
Communications Engineering, Networks.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Challenges in Computer Control and Automation
  • Scientific Foundations for Biomimicry
  • For Further Study
  • Elements of Decision Making
  • Neural Network Substrates for Control Instincts
  • Rule-Based Control
  • Planning Systems
  • Attentional Systems
  • For Further Study
  • Learning
  • Learning and Control
  • Linear Least Squares Methods
  • Gradient Methods
  • Adaptive Control
  • For Further Study
  • Evolution
  • The Genetic Algorithm
  • Stochastic and Nongradient Optimization for Design
  • Evolution and Learning: Synergistic Effects
  • For Further Study
  • Foraging
  • Cooperative Foraging and Search
  • Competitive and Intelligent Foraging
  • For Further Study.

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