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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Prokopenko, Mikhail (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: London : Springer London : Imprint: Springer, 2013.
Έκδοση:2nd ed. 2013.
Σειρά:Advanced Information and Knowledge Processing,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • 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.