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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Bibliographic Details
Other Authors: Prokopenko, Mikhail (Editor)
Format: eBook
Language:English
Published: London Springer London 2013, 2013
Edition:2nd ed. 2013
Series:Advanced Information and Knowledge Processing
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • 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