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Advances in Applied Self-Organizing Systems

How do we design a self-organizing system? Is it possible to validate and control non-deterministic dynamics? What is the right balance between the emergent patterns that bring robustness, adaptability and scalability, and the traditional need for verification and validation of the outcomes? The las...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Prokopenko, Mikhail (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Springer London : Imprint: Springer, 2013.
Edición:2nd ed. 2013.
Colección:Advanced Information and Knowledge Processing,
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Preface
  • Part I - Introduction
  • Design versus Self-Organization
  • Foundations and Formalizations of Self-Organization
  • Part II - Distributed Management and Control
  • Self-Organizing Traffic Lights: A Realistic Simulation
  • Self-Organizing Sensing of Structures: Monitoring a Space Vehicle Thermal Protection System
  • Decentralized Decision Making for Ad-hoc Multi-Agent Systems
  • Learning Mutation Strategies for Evaluation and Adaptation of a Simulated Snakebot
  • Self-Organization as Phase Transition in Decentralized Groups of Robots: A Study Based on Boltzmann Entropy
  • Distributed Control of Microscopic Robots in Biomedical Applications
  • Part III - Self-Organizing Computation
  • Self-Organizing Computing Systems: Songline Processors
  • Self-Organizing Nomadic Services in Grids
  • Immune System Support for Scheduling
  • Formal Immune Networks: Self-Organization and Real-World Applications
  • A Model for Self-Organizing Data Visualization using Decentralized Multi-Agent Systems
  • Memristive Excitable Automata: Structural Dynamics, Phenomenology, Localizations and Conductive Pathways
  • Part IV - Discussion
  • A Turing Test for Emergence
  • Index.