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Showing 1 - 17 of
17 matches in All Departments
This book offers a valuable reference guide for researchers in
distributed optimization and for senior undergraduate and graduate
students alike. Focusing on the natures and functions of agents,
communication networks and algorithms in the context of distributed
optimization for networked control systems, this book introduces
readers to the background of distributed optimization; recent
developments in distributed algorithms for various types of
underlying communication networks; the implementation of
computation-efficient and communication-efficient strategies in the
execution of distributed algorithms; and the frameworks of
convergence analysis and performance evaluation. On this basis, the
book then thoroughly studies 1) distributed constrained
optimization and the random sleep scheme, from an agent
perspective; 2) asynchronous broadcast-based algorithms,
event-triggered communication, quantized communication, unbalanced
directed networks, and time-varying networks, from a communication
network perspective; and 3) accelerated algorithms and stochastic
gradient algorithms, from an algorithm perspective. Finally, the
applications of distributed optimization in large-scale statistical
learning, wireless sensor networks, and for optimal energy
management in smart grids are discussed.
This book offers a valuable reference guide for researchers in
distributed optimization and for senior undergraduate and graduate
students alike. Focusing on the natures and functions of agents,
communication networks and algorithms in the context of distributed
optimization for networked control systems, this book introduces
readers to the background of distributed optimization; recent
developments in distributed algorithms for various types of
underlying communication networks; the implementation of
computation-efficient and communication-efficient strategies in the
execution of distributed algorithms; and the frameworks of
convergence analysis and performance evaluation. On this basis, the
book then thoroughly studies 1) distributed constrained
optimization and the random sleep scheme, from an agent
perspective; 2) asynchronous broadcast-based algorithms,
event-triggered communication, quantized communication, unbalanced
directed networks, and time-varying networks, from a communication
network perspective; and 3) accelerated algorithms and stochastic
gradient algorithms, from an algorithm perspective. Finally, the
applications of distributed optimization in large-scale statistical
learning, wireless sensor networks, and for optimal energy
management in smart grids are discussed.
This book introduces selected recent findings on the analysis and
control of dynamical behaviors for coupled reaction-diffusion
neural networks. It presents novel research ideas and essential
definitions concerning coupled reaction-diffusion neural networks,
such as passivity, adaptive coupling, spatial diffusion coupling,
and the relationship between synchronization and output strict
passivity. Further, it gathers research results previously
published in many flagship journals, presenting them in a unified
form. As such, the book will be of interest to all university
researchers and graduate students in Engineering and Mathematics
who wish to study the dynamical behaviors of coupled
reaction-diffusion neural networks.
This book introduces recent results on output synchronization of
complex dynamical networks with single and multiple weights. It
discusses novel research ideas and a number of definitions in
complex dynamical networks, such as H-Infinity output
synchronization, adaptive coupling weights, multiple weights, the
relationship between output strict passivity and output
synchronization. Furthermore, it methodically edits the research
results previously published in various flagship journals and
presents them in a unified form. The book is of interest to
university researchers and graduate students in engineering and
mathematics who wish to study output synchronization of complex
dynamical networks.
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Advances in Neural Networks - ISNN 2018 - 15th International Symposium on Neural Networks, ISNN 2018, Minsk, Belarus, June 25-28, 2018, Proceedings (Paperback, 1st ed. 2018)
Tingwen Huang, Jian Cheng Lv, Changyin Sun, Alexander V. Tuzikov
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R3,075
Discovery Miles 30 750
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Ships in 10 - 15 working days
|
This book constitutes the refereed proceedings of the 15th
International Symposium on Neural Networks, ISNN 2018, held in
Minsk, Belarus in June 2018.The 98 revised regular papers presented
in this volume were carefully reviewed and selected from 214
submissions. The papers cover many topics of neural network-related
research including intelligent control, neurodynamic analysis,
bio-signal, bioinformatics and biomedical engineering, clustering,
classification, forecasting, models, algorithms, cognitive
computation, machine learning, and optimization.
This book introduces selected recent findings on the analysis and
control of dynamical behaviors for coupled reaction-diffusion
neural networks. It presents novel research ideas and essential
definitions concerning coupled reaction-diffusion neural networks,
such as passivity, adaptive coupling, spatial diffusion coupling,
and the relationship between synchronization and output strict
passivity. Further, it gathers research results previously
published in many flagship journals, presenting them in a unified
form. As such, the book will be of interest to all university
researchers and graduate students in Engineering and Mathematics
who wish to study the dynamical behaviors of coupled
reaction-diffusion neural networks.
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Neural Information Processing - 22nd International Conference, ICONIP 2015, Istanbul, Turkey, November 9-12, 2015, Proceedings, Part II (Paperback, 1st ed. 2015)
Sabri Arik, Tingwen Huang, Weng Kin Lai, Qingshan Liu
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R1,679
Discovery Miles 16 790
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Ships in 10 - 15 working days
|
The four volume set LNCS 9489, LNCS 9490, LNCS 9491, and LNCS 9492
constitutes the proceedings of the 22nd International Conference on
Neural Information Processing, ICONIP 2015, held in Istanbul,
Turkey, in November 2015. The 231 full papers presented were
carefully reviewed and selected from 375 submissions. The 4 volumes
represent topical sections containing articles on Learning
Algorithms and Classification Systems; Artificial Intelligence and
Neural Networks: Theory, Design, and Applications; Image and Signal
Processing; and Intelligent Social Networks.
|
Neural Information Processing - 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part III (Paperback, 2012 ed.)
Tingwen Huang, Zhigang Zeng, Chuandong Li, Chi Sing Leung
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R1,699
Discovery Miles 16 990
|
Ships in 10 - 15 working days
|
The five volume set LNCS 7663, LNCS 7664, LNCS 7665, LNCS 7666 and
LNCS 7667 constitutes the proceedings of the 19th International
Conference on Neural Information Processing, ICONIP 2012, held in
Doha, Qatar, in November 2012. The 423 regular session papers
presented were carefully reviewed and selected from numerous
submissions. These papers cover all major topics of theoretical
research, empirical study and applications of neural information
processing research. The 5 volumes represent 5 topical sections
containing articles on theoretical analysis, neural modeling,
algorithms, applications, as well as simulation and synthesis.
|
Neural Information Processing - 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part V (Paperback, 2012)
Tingwen Huang, Zhigang Zeng, Chuandong Li, Chi Sing Leung
|
R1,710
Discovery Miles 17 100
|
Ships in 10 - 15 working days
|
The five volume set LNCS 7663, LNCS 7664, LNCS 7665, LNCS 7666 and
LNCS 7667 constitutes the proceedings of the 19th International
Conference on Neural Information Processing, ICONIP 2012, held in
Doha, Qatar, in November 2012. The 423 regular session papers
presented were carefully reviewed and selected from numerous
submissions. These papers cover all major topics of theoretical
research, empirical study and applications of neural information
processing research. The 5 volumes represent 5 topical sections
containing articles on theoretical analysis, neural modeling,
algorithms, applications, as well as simulation and synthesis.
|
Neural Information Processing - 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part II (Paperback, 2012)
Tingwen Huang, Zhigang Zeng, Chuandong Li, Chi Sing Leung
|
R1,696
Discovery Miles 16 960
|
Ships in 10 - 15 working days
|
The five volume set LNCS 7663, LNCS 7664, LNCS 7665, LNCS 7666 and
LNCS 7667 constitutes the proceedings of the 19th International
Conference on Neural Information Processing, ICONIP 2012, held in
Doha, Qatar, in November 2012. The 423 regular session papers
presented were carefully reviewed and selected from numerous
submissions. These papers cover all major topics of theoretical
research, empirical study and applications of neural information
processing research. The 5 volumes represent 5 topical sections
containing articles on theoretical analysis, neural modeling,
algorithms, applications, as well as simulation and synthesis.
|
Neural Information Processing - 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part I19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part IV (Paperback, 2012)
Tingwen Huang, Zhigang Zeng, Chuandong Li, Chi Sing Leung
|
R1,695
Discovery Miles 16 950
|
Ships in 10 - 15 working days
|
The five volume set LNCS 7663, LNCS 7664, LNCS 7665, LNCS 7666 and
LNCS 7667 constitutes the proceedings of the 19th International
Conference on Neural Information Processing, ICONIP 2012, held in
Doha, Qatar, in November 2012. The 423 regular session papers
presented were carefully reviewed and selected from numerous
submissions. These papers cover all major topics of theoretical
research, empirical study and applications of neural information
processing research. The 5 volumes represent 5 topical sections
containing articles on theoretical analysis, neural modeling,
algorithms, applications, as well as simulation and synthesis.
|
Neural Information Processing - 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part I (Paperback, 2012)
Tingwen Huang, Zhigang Zeng, Chuandong Li, Chi Sing Leung
|
R1,695
Discovery Miles 16 950
|
Ships in 10 - 15 working days
|
The five volume set LNCS 7663, LNCS 7664, LNCS 7665, LNCS 7666 and
LNCS 7667 constitutes the proceedings of the 19th International
Conference on Neural Information Processing, ICONIP 2012, held in
Doha, Qatar, in November 2012. The 423 regular session papers
presented were carefully reviewed and selected from numerous
submissions. These papers cover all major topics of theoretical
research, empirical study and applications of neural information
processing research. The 5 volumes represent 5 topical sections
containing articles on theoretical analysis, neural modeling,
algorithms, applications, as well as simulation and synthesis.
This volume of Advances in Soft Computing and Lecture Notes in
Computer th Science vols. 5551, 5552 and 5553, constitute the
Proceedings of the 6 Inter- tional Symposium of Neural Networks
(ISNN 2009) held in Wuhan, China during May 26-29, 2009. ISNN is a
prestigious annual symposium on neural networks with past events
held in Dalian (2004), Chongqing (2005), Chengdu (2006), N- jing
(2007) and Beijing (2008). Over the past few years, ISNN has
matured into a well-established series of international conference
on neural networks and their applications to other fields.
Following this tradition, ISNN 2009 provided an a- demic forum for
the participants to disseminate their new research findings and
discuss emerging areas of research. Also, it created a stimulating
environment for the participants to interact and exchange
information on future research challenges and opportunities of
neural networks and their applications. ISNN 2009 received 1,235
submissions from about 2,459 authors in 29 co- tries and regions
(Australia, Brazil, Canada, China, Democratic People's Republic of
Korea, Finland, Germany, Hong Kong, Hungary, India, Islamic
Republic of Iran, Japan, Jordan, Macao, Malaysia, Mexico, Norway,
Qatar, Republic of Korea, Singapore, Spain, Taiwan, Thailand,
Tunisia, United Kingdom, United States, Venezuela, Vietnam, and
Yemen) across six continents (Asia, Europe, North America, South
America, Africa, and Oceania). Based on rigorous reviews by the
Program Committee members and reviewers, 95 high-quality papers
were selected to be published in this volume.
This book introduces recent results on output synchronization of
complex dynamical networks with single and multiple weights. It
discusses novel research ideas and a number of definitions in
complex dynamical networks, such as H-Infinity output
synchronization, adaptive coupling weights, multiple weights, the
relationship between output strict passivity and output
synchronization. Furthermore, it methodically edits the research
results previously published in various flagship journals and
presents them in a unified form. The book is of interest to
university researchers and graduate students in engineering and
mathematics who wish to study output synchronization of complex
dynamical networks.
|
Neural Information Processing - 22nd International Conference, ICONIP 2015, Istanbul, Turkey, November 9-12, 2015, Proceedings Part III (Paperback, 1st ed. 2015)
Sabri Arik, Tingwen Huang, Weng Kin Lai, Qingshan Liu
|
R1,694
Discovery Miles 16 940
|
Ships in 10 - 15 working days
|
The four volume set LNCS 9489, LNCS 9490, LNCS 9491, and LNCS 9492
constitutes the proceedings of the 22nd International Conference on
Neural Information Processing, ICONIP 2015, held in Istanbul,
Turkey, in November 2015. The 231 full papers presented were
carefully reviewed and selected from 375 submissions. The 4 volumes
represent topical sections containing articles on Learning
Algorithms and Classification Systems; Artificial Intelligence and
Neural Networks: Theory, Design, and Applications; Image and Signal
Processing; and Intelligent Social Networks.
|
Neural Information Processing - 22nd International Conference, ICONIP 2015, Istanbul, Turkey, November 9-12, 2015, Proceedings, Part I (Paperback, 1st ed. 2015)
Sabri Arik, Tingwen Huang, Weng Kin Lai, Qingshan Liu
|
R1,703
Discovery Miles 17 030
|
Ships in 10 - 15 working days
|
The four volume set LNCS 9489, LNCS 9490, LNCS 9491, and LNCS 9492
constitutes the proceedings of the 22nd International Conference on
Neural Information Processing, ICONIP 2015, held in Istanbul,
Turkey, in November 2015. The 231 full papers presented were
carefully reviewed and selected from 375 submissions. The 4 volumes
represent topical sections containing articles on Learning
Algorithms and Classification Systems; Artificial Intelligence and
Neural Networks: Theory, Design, and Applications; Image and Signal
Processing; and Intelligent Social Networks.
|
Neural Information Processing - 22nd International Conference, ICONIP 2015, November 9-12, 2015, Proceedings, Part IV (Paperback, 1st ed. 2015)
Sabri Arik, Tingwen Huang, Weng Kin Lai, Qingshan Liu
|
R1,691
Discovery Miles 16 910
|
Ships in 10 - 15 working days
|
The four volume set LNCS 9489, LNCS 9490, LNCS 9491, and LNCS 9492
constitutes the proceedings of the 22nd International Conference on
Neural Information Processing, ICONIP 2015, held in Istanbul,
Turkey, in November 2015. The 231 full papers presented were
carefully reviewed and selected from 375 submissions. The 4 volumes
represent topical sections containing articles on Learning
Algorithms and Classification Systems; Artificial Intelligence and
Neural Networks: Theory, Design, and Applications; Image and Signal
Processing; and Intelligent Social Networks.
|
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