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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 last several decades have seen much progress from original ideas of “emergent functionality” and “design for emergence”, to sophisticated mathematical formalisms of “guided self-organization”. And yet the main challenge remains, attracting the best scientific and engineering expertise to this elusive problem. This book presents state-of-the-practice of successfully engineered self-organizing systems, and examines ways to balance design and self-organization in the context of applications. As demonstrated in this second edition of Advances in Applied Self-Organizing Systems, finding this balance helps to deal with practical challenges as diverse as navigation of microscopic robots within blood vessels, self-monitoring aerospace vehicles, collective and modular robotics adapted for autonomous reconnaissance and surveillance, self-managing grids and multiprocessor scheduling, data visualization and self-modifying digital and analog circuitry, intrusion detection in computer networks, reconstruction of hydro-physical fields, traffic management, immunocomputing and nature-inspired computation. Many algorithms proposed and discussed in this volume are biologically inspired, and the reader will also gain an insight into cellular automata, genetic algorithms, artificial immune systems, snake-like locomotion, ant foraging, birds flocking, neuromorphic circuits, amongst others. Demonstrating the practical relevance and applicability of self-organization, Advances in Applied Self-Organizing Systems will be an invaluable tool for advanced students and researchers in a wide range of fields.
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Subjects
Pattern perception, Computer network architectures, Computer Systems Organization and Communication Networks, Optical pattern recognition, Information theory, Simulation and Modeling, Computer simulation, Computer science, Theory of Computation, Artificial intelligence, Artificial Intelligence (incl. Robotics), Self-organizing systems| Edition | Availability |
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Advances in Applied Self-Organizing Systems
Jun 06, 2015, Springer
paperback
1447158997 9781447158998
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2
Advances in Applied Self-Organizing Systems
May 08, 2013, Springer
paperback
1447151143 9781447151142
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3
Advances in Applied Self-Organizing Systems
2013, Springer London, Imprint: Springer
electronic resource /
in English
- 2nd ed. 2013.
1447151135 9781447151135
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Advances in Applied Self-Organizing Systems
2013, Springer London, Limited
in English
1447151127 9781447151128
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| October 6, 2021 | Edited by ImportBot | import existing book |
| June 28, 2019 | Created by MARC Bot | import new book |



