Advances In Applied Self Organizing Systems

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Advances in Applied Self-Organizing Systems

Author : Mikhail Prokopenko
Publisher : Springer Science & Business Media
ISBN 13 : 1447151135
Total Pages : 425 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Advances in Applied Self-Organizing Systems by : Mikhail Prokopenko

Download or read book Advances in Applied Self-Organizing Systems written by Mikhail Prokopenko and published by Springer Science & Business Media. This book was released on 2014-07-08 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Advances in Applied Self-organizing Systems

Author : Mikhail Prokopenko
Publisher : Springer Science & Business Media
ISBN 13 : 1846289823
Total Pages : 376 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis Advances in Applied Self-organizing Systems by : Mikhail Prokopenko

Download or read book Advances in Applied Self-organizing Systems written by Mikhail Prokopenko and published by Springer Science & Business Media. This book was released on 2007-11-24 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the state-of-the-art in successfully engineered self-organizing systems. It goes further, too, to examine ways to balance design and self-organization in the context of applications. As demonstrated throughout, finding this balance helps to deal with diverse practical challenges. The case studies described illustrate the richness of the topic and provide guidance on its more intricate areas.

New Developments in Self- Organizing Systems

Author : Masumi Ishikawa
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (314 download)

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Book Synopsis New Developments in Self- Organizing Systems by : Masumi Ishikawa

Download or read book New Developments in Self- Organizing Systems written by Masumi Ishikawa and published by . This book was released on 2004 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Design and Control of Self-organizing Systems

Author : Carlos Gershenson
Publisher : CopIt ArXives
ISBN 13 : 0983117233
Total Pages : 189 pages
Book Rating : 4.9/5 (831 download)

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Book Synopsis Design and Control of Self-organizing Systems by : Carlos Gershenson

Download or read book Design and Control of Self-organizing Systems written by Carlos Gershenson and published by CopIt ArXives. This book was released on 2007-09-05 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complex systems are usually difficult to design and control. There are several particular methods for coping with complexity, but there is no general approach to build complex systems. In this book I propose a methodology to aid engineers in the design and control of complex systems. This is based on the description of systems as self-organizing. Starting from the agent metaphor, the methodology proposes a conceptual framework and a series of steps to follow to find proper mechanisms that will promote elements to find solutions by actively interacting among themselves.

Self-Organizing Systems

Author : Chicago Interdisciplinary Conference on Self-Organizing Systems
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (6 download)

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Book Synopsis Self-Organizing Systems by : Chicago Interdisciplinary Conference on Self-Organizing Systems

Download or read book Self-Organizing Systems written by Chicago Interdisciplinary Conference on Self-Organizing Systems and published by . This book was released on 1960 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Self-organizing Systems, 1962

Author : Marshall Clinton Yovits
Publisher :
ISBN 13 :
Total Pages : 584 pages
Book Rating : 4.:/5 (89 download)

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Book Synopsis Self-organizing Systems, 1962 by : Marshall Clinton Yovits

Download or read book Self-organizing Systems, 1962 written by Marshall Clinton Yovits and published by . This book was released on 1962 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Self-organising Software

Author : Giovanna Di Marzo Serugendo
Publisher : Springer Science & Business Media
ISBN 13 : 3642173489
Total Pages : 465 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Self-organising Software by : Giovanna Di Marzo Serugendo

Download or read book Self-organising Software written by Giovanna Di Marzo Serugendo and published by Springer Science & Business Media. This book was released on 2011-09-15 with total page 465 pages. Available in PDF, EPUB and Kindle. Book excerpt: Self-organisation, self-regulation, self-repair and self-maintenance are promising conceptual approaches for dealing with complex distributed interactive software and information-handling systems. Self-organising applications dynamically change their functionality and structure without direct user intervention, responding to changes in requirements and the environment. This is the first book to offer an integrated view of self-organisation technologies applied to distributed systems, particularly focusing on multiagent systems. The editors developed this integrated book with three aims: to explain self-organisation concepts and principles, using clear definitions and a strong theoretical background; to examine how self-organising behaviour can be modelled, analysed and systematically engineered into agent behaviour; and to assess the types of problems that can be solved using self-organising multiagent systems. The book comprises chapters covering all three dimensions, synthesising up-to-date research work and the latest technologies and applications. The book offers dedicated chapters on concepts such as self-organisation, emergence in natural systems, software agents, stigmergy, gossip, cooperation and immune systems. The book then explains how to engineer artificial self-organising software, in particular it examines methodologies and middleware infrastructures. Finally, the book presents diverse applications of self-organising software, such as constraint satisfaction, trust management, image recognition and networking. The book will be of interest to researchers working on emergent phenomena and adaptive systems. It will also be suitable for use as a graduate textbook, with chapter summaries and exercises, and an accompanying website that includes teaching slides, exercise solutions and research project outlines. Self-organisation, self-regulation, self-repair and self-maintenance are promising conceptual approaches for dealing with complex distributed interactive software and information-handling systems. Self-organising applications dynamically change their functionality and structure without direct user intervention, responding to changes in requirements and the environment. This is the first book to offer an integrated view of self-organisation technologies applied to distributed systems, particularly focusing on multiagent systems. The editors developed this integrated book with three aims: to explain self-organisation concepts and principles, using clear definitions and a strong theoretical background; to examine how self-organising behaviour can be modelled, analysed and systematically engineered into agent behaviour; and to assess the types of problems that can be solved using self-organising multiagent systems. The book comprises chapters covering all three dimensions, synthesising up-to-date research work and the latest technologies and applications. The book offers dedicated chapters on concepts such as self-organisation, emergence in natural systems, software agents, stigmergy, gossip, cooperation and immune systems. The book then explains how to engineer artificial self-organising software, in particular it examines methodologies and middleware infrastructures. Finally, the book presents diverse applications of self-organising software, such as constraint satisfaction, trust management, image recognition and networking. The book will be of interest to researchers working on emergent phenomena and adaptive systems. It will also be suitable for use as a graduate textbook, with chapter summaries and exercises, and an accompanying website that includes teaching slides, exercise solutions and research project outlines.

Guided Self-Organization: Inception

Author : Mikhail Prokopenko
Publisher : Springer Science & Business Media
ISBN 13 : 3642537340
Total Pages : 488 pages
Book Rating : 4.6/5 (425 download)

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Book Synopsis Guided Self-Organization: Inception by : Mikhail Prokopenko

Download or read book Guided Self-Organization: Inception written by Mikhail Prokopenko and published by Springer Science & Business Media. This book was released on 2013-12-19 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: Is it possible to guide the process of self-organisation towards specific patterns and outcomes? Wouldn’t this be self-contradictory? After all, a self-organising process assumes a transition into a more organised form, or towards a more structured functionality, in the absence of centralised control. Then how can we place the guiding elements so that they do not override rich choices potentially discoverable by an uncontrolled process? This book presents different approaches to resolving this paradox. In doing so, the presented studies address a broad range of phenomena, ranging from autopoietic systems to morphological computation, and from small-world networks to information cascades in swarms. A large variety of methods is employed, from spontaneous symmetry breaking to information dynamics to evolutionary algorithms, creating a rich spectrum reflecting this emerging field. Demonstrating several foundational theories and frameworks, as well as innovative practical implementations, Guided Self-Organisation: Inception, will be an invaluable tool for advanced students and researchers in a multiplicity of fields across computer science, physics and biology, including information theory, robotics, dynamical systems, graph theory, artificial life, multi-agent systems, theory of computation and machine learning.

Self-organizing Systems

Author :
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (916 download)

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Book Synopsis Self-organizing Systems by :

Download or read book Self-organizing Systems written by and published by . This book was released on 1962 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Organic Computing – Technical Systems for Survival in the Real World

Author : Christian Müller-Schloer
Publisher : Birkhäuser
ISBN 13 : 3319684779
Total Pages : 598 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Organic Computing – Technical Systems for Survival in the Real World by : Christian Müller-Schloer

Download or read book Organic Computing – Technical Systems for Survival in the Real World written by Christian Müller-Schloer and published by Birkhäuser. This book was released on 2017-12-28 with total page 598 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a comprehensive introduction into Organic Computing (OC), presenting systematically the current state-of-the-art in OC. It starts with motivating examples of self-organising, self-adaptive and emergent systems, derives their common characteristics and explains the fundamental ideas for a formal characterisation of such systems. Special emphasis is given to a quantitative treatment of concepts like self-organisation, emergence, autonomy, robustness, and adaptivity. The book shows practical examples of architectures for OC systems and their applications in traffic control, grid computing, sensor networks, robotics, and smart camera systems. The extension of single OC systems into collective systems consisting of social agents based on concepts like trust and reputation is explained. OC makes heavy use of learning and optimisation technologies; a compact overview of these technologies and related approaches to self-organising systems is provided. So far, OC literature has been published with the researcher in mind. Although the existing books have tried to follow a didactical concept, they remain basically collections of scientific papers. A comprehensive and systematic account of the OC ideas, methods, and achievements in the form of a textbook which lends itself to the newcomer in this field has been missing so far. The targeted reader of this book is the master student in Computer Science, Computer Engineering or Electrical Engineering - or any other newcomer to the field of Organic Computing with some technical or Computer Science background. Readers can seek access to OC ideas from different perspectives: OC can be viewed (1) as a „philosophy“ of adaptive and self-organising - life-like - technical systems, (2) as an approach to a more quantitative and formal understanding of such systems, and finally (3) a construction method for the practitioner who wants to build such systems. In this book, we first try to convey to the reader a feeling of the special character of natural and technical self-organising and adaptive systems through a large number of illustrative examples. Then we discuss quantitative aspects of such forms of organisation, and finally we turn to methods of how to build such systems for practical applications.

Advanced Synergetics

Author : H. Haken
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (17 download)

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Book Synopsis Advanced Synergetics by : H. Haken

Download or read book Advanced Synergetics written by H. Haken and published by . This book was released on 1987 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Playful Machine

Author : Ralf Der
Publisher : Springer Science & Business Media
ISBN 13 : 3642202535
Total Pages : 343 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis The Playful Machine by : Ralf Der

Download or read book The Playful Machine written by Ralf Der and published by Springer Science & Business Media. This book was released on 2012-01-11 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: Autonomous robots may become our closest companions in the near future. While the technology for physically building such machines is already available today, a problem lies in the generation of the behavior for such complex machines. Nature proposes a solution: young children and higher animals learn to master their complex brain-body systems by playing. Can this be an option for robots? How can a machine be playful? The book provides answers by developing a general principle---homeokinesis, the dynamical symbiosis between brain, body, and environment---that is shown to drive robots to self- determined, individual development in a playful and obviously embodiment- related way: a dog-like robot starts playing with a barrier, eventually jumping or climbing over it; a snakebot develops coiling and jumping modes; humanoids develop climbing behaviors when fallen into a pit, or engage in wrestling-like scenarios when encountering an opponent. The book also develops guided self-organization, a new method that helps to make the playful machines fit for fulfilling tasks in the real world. The book provides two levels of presentation. Students and scientific researchers interested in the field of robotics, self-organization and dynamical systems theory may be satisfied by the in-depth mathematical analysis of the principle, the bootstrapping scenarios, and the emerging behaviors. But the book additionally comes with a robotics simulator inviting also the non- scientific reader to simply enjoy the fabulous world of playful machines by performing the numerous experiments.

Transactions on Computational Science XV

Author : Cong-Vinh Phan
Publisher : Springer Science & Business Media
ISBN 13 : 3642285244
Total Pages : 228 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Transactions on Computational Science XV by : Cong-Vinh Phan

Download or read book Transactions on Computational Science XV written by Cong-Vinh Phan and published by Springer Science & Business Media. This book was released on 2012-03-16 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: The LNCS journal Transactions on Computational Science reflects recent developments in the field of Computational Science, conceiving the field not as a mere ancillary science but rather as an innovative approach supporting many other scientific disciplines. The journal focuses on original high-quality research in the realm of computational science in parallel and distributed environments, encompassing the facilitating theoretical foundations and the applications of large-scale computations and massive data processing. It addresses researchers and practitioners in areas ranging from aerospace to biochemistry, from electronics to geosciences, from mathematics to software architecture, presenting verifiable computational methods, findings, and solutions and enabling industrial users to apply techniques of leading-edge, large-scale, high performance computational methods. The 15th issue of the Transactions on Computational Science journal, edited by Cong-Vinh Phan, contains six invited papers on autonomic computing, with a special focus on formal engineering methods for nature-inspired computing systems. The papers give an in-depth overview of the area and a comprehensive evaluation of various methodologies for autonomic computing.

Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track

Author : Gianmarco De Francisci Morales
Publisher : Springer Nature
ISBN 13 : 3031434307
Total Pages : 429 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track by : Gianmarco De Francisci Morales

Download or read book Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track written by Gianmarco De Francisci Morales and published by Springer Nature. This book was released on 2023-09-16 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: The multi-volume set LNAI 14169 until 14175 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2023, which took place in Turin, Italy, in September 2023. The 196 papers were selected from the 829 submissions for the Research Track, and 58 papers were selected from the 239 submissions for the Applied Data Science Track. The volumes are organized in topical sections as follows: Part I: Active Learning; Adversarial Machine Learning; Anomaly Detection; Applications; Bayesian Methods; Causality; Clustering. Part II: Computer Vision; Deep Learning; Fairness; Federated Learning; Few-shot learning; Generative Models; Graph Contrastive Learning. Part III: Graph Neural Networks; Graphs; Interpretability; Knowledge Graphs; Large-scale Learning. Part IV: Natural Language Processing; Neuro/Symbolic Learning; Optimization; Recommender Systems; Reinforcement Learning; Representation Learning. Part V: Robustness; Time Series; Transfer and Multitask Learning. Part VI: Applied Machine Learning; Computational Social Sciences; Finance; Hardware and Systems; Healthcare & Bioinformatics; Human-Computer Interaction; Recommendation and Information Retrieval. Part VII: Sustainability, Climate, and Environment.- Transportation & Urban Planning.- Demo.

Artificial Neural Networks and Machine Learning – ICANN 2022

Author : Elias Pimenidis
Publisher : Springer Nature
ISBN 13 : 3031159314
Total Pages : 836 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Artificial Neural Networks and Machine Learning – ICANN 2022 by : Elias Pimenidis

Download or read book Artificial Neural Networks and Machine Learning – ICANN 2022 written by Elias Pimenidis and published by Springer Nature. This book was released on 2022-09-06 with total page 836 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 4-volumes set of LNCS 13529, 13530, 13531, and 13532 constitutes the proceedings of the 31st International Conference on Artificial Neural Networks, ICANN 2022, held in Bristol, UK, in September 2022. The total of 255 full papers presented in these proceedings was carefully reviewed and selected from 561 submissions. ICANN 2022 is a dual-track conference featuring tracks in brain inspired computing and machine learning and artificial neural networks, with strong cross-disciplinary interactions and applications. Chapters “Learning Flexible Translation Between Robot Actions and Language Descriptions”, “Learning Visually Grounded Human-Robot Dialog in a Hybrid Neural Architecture” are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Self-organizing Systems

Author : Gerhard Roth
Publisher :
ISBN 13 :
Total Pages : 196 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis Self-organizing Systems by : Gerhard Roth

Download or read book Self-organizing Systems written by Gerhard Roth and published by . This book was released on 1981 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Organic Service-Level Management in Service-Oriented Environments

Author : Lei Liu
Publisher : KIT Scientific Publishing
ISBN 13 : 3866447302
Total Pages : 382 pages
Book Rating : 4.8/5 (664 download)

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Book Synopsis Organic Service-Level Management in Service-Oriented Environments by : Lei Liu

Download or read book Organic Service-Level Management in Service-Oriented Environments written by Lei Liu and published by KIT Scientific Publishing. This book was released on 2014-08-25 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dynamic service-oriented environments (SOEs) are characterised by a large number of heterogeneous service components that are expected to support the business as a whole. The present work provides a negotiation-based approach to facilitate automated and multi-level service-level management in an SOE, where each component autonomously arranges its contribution to the whole operational goals. Evaluation experiments have shown an increased responsiveness and stability of an SOE in case of changes.