Advances in Applied Self-organizing Systems

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Prokopenko, Mikhail (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: London : Springer London, 2008.
• Σειρά: Advanced Information and Knowledge Processing
• Θέματα: Computer science.; Science.; Computers.; Artificial intelligence.; Computer simulation.; Pattern recognition.; System theory.; Computer Science.; Artificial Intelligence (incl. Robotics).; Systems Theory, Control.; Science, general.; Pattern Recognition.; Simulation and Modeling.; Theory of Computation.

The main challenge faced by designers of self-organizing systems is how to validate and control non-deterministic dynamics. Over-engineering the system may completely suppress self-organization with an outside influence, eliminating emergent patterns and decreasing robustness, adaptability and scala...

Πίνακας περιεχομένων:

• Design vs. Self-organization
• Foundations and Formalizations of Self-organization
• Distributed Management and Control
• Self-Organizing Traffic Lights: A Realistic Simulation
• A Self-organizing Sensing System for Structural Health Monitoring of Aerospace Vehicles
• Decentralized Decision Making for Multiagent Systems
• Learning Mutation Strategies for Evolution 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
• Self-Organizing Computation
• Self-Organizing Digital Systems
• 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 Multiagent Systems
• Emergence of Traveling Localizations in Mutualistic-Excitation Media
• Discussion
• A Turing Test for Emergence.