Self-Repair Networks
Springer International Publishing (Verlag)
978-3-319-79955-1 (ISBN)
Thisbook describes the struggle to introduce a mechanism that enablesnext-generation information systems to maintain themselves. Our generationobserved the birth and growth of information systems, and the Internet inparticular. Surprisingly information systems are quite different fromconventional (energy, material-intensive) artificial systems, and ratherresemble biological systems (information-intensive systems). Many artificialsystems are designed based on (Newtonian) physics assuming that every elementobeys simple and static rules; however, the experience of the Internet suggestsa different way of designing where growth cannot be controlled butself-organized with autonomous and selfish agents. This book suggests using gametheory, a mechanism design inparticular, for designing next-generation information systems which will beself-organized by collective acts with autonomous components. The challenge of mapping a probability to time appears repeatedly in many forms throughoutthis book.
The book contains interdisciplinaryresearch encompassing game theory, complex systems, reliability theory andparticle physics. All devoted to its central theme: what happens ifsystems self-repair themselves?
Introduction: Self-Action Models.- Incentives for Repair in Self-Repair Networks.- A Phase Transition in Self-Repair Networks: Problems and Definitions.- Controlling RepairingStrategy: A Spatial Game Approach.- Adaptive Capability in Spaceand Time.- Protection of CooperativeClusters by Membrane.- Duality in Logics ofSelf-Repair.- Asymmetry between Repair andInfection in Self-Repair Networks.- Dynamics of Self-RepairNetworks of Several Types.- Self-Repair Networks as anEpidemic Model.- Self-Repair Networks and theSelf-Recognition Model.- Conclusion.
| Erscheinungsdatum | 18.06.2018 |
|---|---|
| Reihe/Serie | Intelligent Systems Reference Library |
| Zusatzinfo | XXII, 157 p. 50 illus., 12 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 284 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Technik | |
| Wirtschaft ► Allgemeines / Lexika | |
| Wirtschaft ► Volkswirtschaftslehre | |
| Schlagworte | Artificial Life • Autonomous Distributed Systems • bio-inspired systems • Complexity • complex network theory • Computational Intelligence • Game Theory • Immunity-based Systems • Self-Repair Networks |
| ISBN-10 | 3-319-79955-X / 331979955X |
| ISBN-13 | 978-3-319-79955-1 / 9783319799551 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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