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Evolutionary Algorithms, Swarm Dynamics and Complex Networks, Ivan Zelinka; Guanrong Chen


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Автор: Ivan Zelinka; Guanrong Chen
Название:  Evolutionary Algorithms, Swarm Dynamics and Complex Networks
ISBN: 9783662572474
Издательство: Springer
Классификация:


ISBN-10: 3662572478
Обложка/Формат: Soft cover
Страницы: 312
Вес: 0.52 кг.
Дата издания: 2018
Серия: Emergence, Complexity and Computation
Язык: English
Издание: Softcover reprint of
Иллюстрации: 100 tables, color; 155 illustrations, color; 39 illustrations, black and white; xxii, 312 p. 194 illus., 155 illus. in color.
Размер: Book (Paperback Initiative)
Читательская аудитория: Professional & vocational
Основная тема: Engineering
Подзаголовок: Methodology, Perspectives and Implementation
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: Evolutionary algorithms constitute a class of well-known algorithms, which are designed based on the Darwinian theory of evolution and Mendelian theory of heritage. They are partly based on random and partly based on deterministic principles. Due to this nature, it is challenging to predict and control its performance in solving complex nonlinear problems. Recently, the study of evolutionary dynamics is focused not only on the traditional investigations but also on the understanding and analyzing new principles, with the intention of controlling and utilizing their properties and performances toward more effective real-world applications. In this book, based on many years of intensive research of the authors, is proposing novel ideas about advancing evolutionary dynamics towards new phenomena including many new topics, even the dynamics of equivalent social networks. In fact, it includes more advanced complex networks and incorporates them with the CMLs (coupled map lattices), which are usually used for spatiotemporal complex systems simulation and analysis, based on the observation that chaos in CML can be controlled, so does evolution dynamics. All the chapter authors are, to the best of our knowledge, originators of the ideas mentioned above and researchers on evolutionary algorithms and chaotic dynamics as well as complex networks, who will provide benefits to the readers regarding modern scientific research on related subjects. 
Дополнительное описание: Swarm and Evolutionary Dynamics as a Network.- Evolutionary Dynamics and its Network Visualization - Selected Examples.- Differential Evolution Dynamics Modeled by Social Networks.- Conversion of SOMA Algorithm into Complex Networks.- Analysis of SOMA Alg



Evolutionary Algorithms, Swarm Dynamics and Complex Networks

Автор: Ivan Zelinka; Guanrong Chen
Название: Evolutionary Algorithms, Swarm Dynamics and Complex Networks
ISBN: 3662556618 ISBN-13(EAN): 9783662556610
Издательство: Springer
Рейтинг:
Цена: 20962.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: In this book, based on many years of intensive research of the authors, is proposing novel ideas about advancing evolutionary dynamics towards new phenomena including many new topics, even the dynamics of equivalent social networks.

Design and Control of Swarm Dynamics

Автор: Roland Bouffanais
Название: Design and Control of Swarm Dynamics
ISBN: 9812877509 ISBN-13(EAN): 9789812877505
Издательство: Springer
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Цена: 9141.00 р.
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Описание: The book is about the key elements required for designing, building and controlling effective artificial swarms comprised of multiple moving physical agents.

Swarm Robotics: A Formal Approach

Автор: Heiko Hamann
Название: Swarm Robotics: A Formal Approach
ISBN: 3319892797 ISBN-13(EAN): 9783319892795
Издательство: Springer
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Цена: 19564.00 р.
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Описание: This book provides an introduction to Swarm Robotics, which is the application of methods from swarm intelligence to robotics. It goes on to present methods that allow readers to understand how to design large-scale robot systems by going through many example scenarios on topics such as aggregation, coordinated motion (flocking), task allocation, self-assembly, collective construction, and environmental monitoring. The author explains the methodology behind building multiple, simple robots and how the complexity emerges from the multiple interactions between these robots such that they are able to solve difficult tasks. The book can be used as a short textbook for specialized courses or as an introduction to Swarm Robotics for graduate students, researchers, and professionals who want a concise introduction to the field.

Space-Time Continuous Models of Swarm Robotic Systems

Автор: Heiko Hamann
Название: Space-Time Continuous Models of Swarm Robotic Systems
ISBN: 3642263607 ISBN-13(EAN): 9783642263606
Издательство: Springer
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Цена: 15672.00 р.
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Описание: Space-Time Continuous Models of Swarm Robotic Systems presents a control-algorithm-based model that predicts the behavior of large self-organizing robot groups, or robot swarms. Readers will find an extensive look into the interdisciplinary research field of swarm robotics.

Space-Time Continuous Models of Swarm Robotic Systems

Автор: Heiko Hamann
Название: Space-Time Continuous Models of Swarm Robotic Systems
ISBN: 3642133762 ISBN-13(EAN): 9783642133763
Издательство: Springer
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Цена: 18284.00 р.
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Описание: Space-Time Continuous Models of Swarm Robotic Systems presents a control-algorithm-based model that predicts the behavior of large self-organizing robot groups, or robot swarms. Readers will find an extensive look into the interdisciplinary research field of swarm robotics.

Swarm Robotics: A Formal Approach

Автор: Hamann
Название: Swarm Robotics: A Formal Approach
ISBN: 3319745263 ISBN-13(EAN): 9783319745268
Издательство: Springer
Рейтинг:
Цена: 19564.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book provides an introduction to Swarm Robotics, which is the application of methods from swarm intelligence to robotics. It goes on to present methods that allow readers to understand how to design large-scale robot systems by going through many example scenarios on topics such as aggregation, coordinated motion (flocking), task allocation, self-assembly, collective construction, and environmental monitoring. The author explains the methodology behind building multiple, simple robots and how the complexity emerges from the multiple interactions between these robots such that they are able to solve difficult tasks. The book can be used as a short textbook for specialized courses or as an introduction to Swarm Robotics for graduate students, researchers, and professionals who want a concise introduction to the field.

Fractional Order Darwinian Particle Swarm Optimization

Автор: Micael Couceiro; Pedram Ghamisi
Название: Fractional Order Darwinian Particle Swarm Optimization
ISBN: 3319196340 ISBN-13(EAN): 9783319196343
Издательство: Springer
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Цена: 9141.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: It compares the capabilities of some of the better-known bio-inspired optimization approaches, especially Particle Swarm Optimization (PSO), Darwinian Particle Swarm Optimization (DPSO) and the recently proposed Fractional Order Darwinian Particle Swarm Optimization (FODPSO), and comprehensively discusses their advantages and disadvantages.

Dynamics On and Of Complex Networks, Volume 2

Автор: Animesh Mukherjee; Monojit Choudhury; Fernando Per
Название: Dynamics On and Of Complex Networks, Volume 2
ISBN: 1489999809 ISBN-13(EAN): 9781489999801
Издательство: Springer
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Цена: 15372.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Part I Online social media, Internet and WWW.- Dynamics in online social networks.- An empirical validation of growth models for complex networks.- On the routability of the Internet.- The evolution of layered protocol stacks leads to an hourglass-shaped architecture.- Opinion dynamics on coevolving networks.- Part II Community analysis.- A template for parallelizing the Louvain method for modularity Maximization.- Multi-scale modularity and dynamics in complex networks.- Evaluating the performance of clustering algorithms in networks.- Communities in evolving networks: definitions, detection and analysis Techniques.- Clustering hypergraphs for discovery of overlapping communities in folksonomies.- The stability of a graph partition: A dynamics-based framework for community detection.- Algorithms for finding motifs in large labeled networks.- Part III Diffusion, spreading, mobility and transport.- A dynamical network view of Lyon's V elo'v shared bicycle System.- Generalized voter-like models on heterogeneous networks.- Epidemics on a stochastic model of temporal network.- Network-based information filtering algorithms: ranking and recommendation

Dynamics of Complex Autonomous Boolean Networks

Автор: David P. Rosin
Название: Dynamics of Complex Autonomous Boolean Networks
ISBN: 3319135775 ISBN-13(EAN): 9783319135779
Издательство: Springer
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Цена: 16769.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This thesis focuses on the dynamics of autonomous Boolean networks, on the basis of Boolean logic functions in continuous time without external clocking.

Dynamics On and Of Complex Networks III

Автор: Fakhteh Ghanbarnejad; Rishiraj Saha Roy; Fariba Ka
Название: Dynamics On and Of Complex Networks III
ISBN: 3030146820 ISBN-13(EAN): 9783030146825
Издательство: Springer
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Цена: 13974.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

This book bridges the gap between advances in the communities of computer science and physics--namely machine learning and statistical physics. It contains diverse but relevant topics in statistical physics, complex systems, network theory, and machine learning. Examples of such topics are: predicting missing links, higher-order generative modeling of networks, inferring network structure by tracking the evolution and dynamics of digital traces, recommender systems, and diffusion processes.
The book contains extended versions of high-quality submissions received at the workshop, Dynamics On and Of Complex Networks (doocn.org), together with new invited contributions. The chapters will benefit a diverse community of researchers. The book is suitable for graduate students, postdoctoral researchers and professors of various disciplines including sociology, physics, mathematics, and computer science.
Dynamics of Complex Autonomous Boolean Networks

Автор: David P. Rosin
Название: Dynamics of Complex Autonomous Boolean Networks
ISBN: 3319367064 ISBN-13(EAN): 9783319367064
Издательство: Springer
Рейтинг:
Цена: 13059.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This thesis focuses on the dynamics of autonomous Boolean networks, on the basis of Boolean logic functions in continuous time without external clocking.

Dynamics On and Of Complex Networks, Volume 2

Автор: Animesh Mukherjee; Monojit Choudhury; Fernando Per
Название: Dynamics On and Of Complex Networks, Volume 2
ISBN: 1461467284 ISBN-13(EAN): 9781461467281
Издательство: Springer
Рейтинг:
Цена: 13974.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Part I Online social media, Internet and WWW.- Dynamics in online social networks.- An empirical validation of growth models for complex networks.- On the routability of the Internet.- The evolution of layered protocol stacks leads to an hourglass-shaped architecture.- Opinion dynamics on coevolving networks.- Part II Community analysis.- A template for parallelizing the Louvain method for modularity Maximization.- Multi-scale modularity and dynamics in complex networks.- Evaluating the performance of clustering algorithms in networks.- Communities in evolving networks: definitions, detection and analysis Techniques.- Clustering hypergraphs for discovery of overlapping communities in folksonomies.- The stability of a graph partition: A dynamics-based framework for community detection.- Algorithms for finding motifs in large labeled networks.- Part III Diffusion, spreading, mobility and transport.- A dynamical network view of Lyon's V elo'v shared bicycle System.- Generalized voter-like models on heterogeneous networks.- Epidemics on a stochastic model of temporal network.- Network-based information filtering algorithms: ranking and recommendation


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