Competition-Based Neural Networks with Robotic Applications

Nonfiction, Science & Nature, Technology, Robotics, Computers, Advanced Computing, Artificial Intelligence, General Computing
Cover of the book Competition-Based Neural Networks with Robotic Applications by Shuai Li, Long Jin, Springer Singapore
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Shuai Li, Long Jin ISBN: 9789811049477
Publisher: Springer Singapore Publication: May 30, 2017
Imprint: Springer Language: English
Author: Shuai Li, Long Jin
ISBN: 9789811049477
Publisher: Springer Singapore
Publication: May 30, 2017
Imprint: Springer
Language: English

Focused on solving competition-based problems, this book designs, proposes, develops, analyzes and simulates various neural network models depicted in centralized and distributed manners. Specifically, it defines four different classes of centralized models for investigating the resultant competition in a group of multiple agents. With regard to distributed competition with limited communication among agents, the book presents the first distributed WTA (Winners Take All) protocol, which it subsequently extends to the distributed coordination control of multiple robots.

Illustrations, tables, and various simulative examples, as well as a healthy mix of plain and professional language, are used to explain the concepts and complex principles involved. Thus, the book provides readers in neurocomputing and robotics with a deeper understanding of the neural network approach to competition-based problem-solving, offers them an accessible introduction to modeling technology and the distributed coordination control of redundant robots, and equips them to use these technologies and approaches to solve concrete scientific and engineering problems.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Focused on solving competition-based problems, this book designs, proposes, develops, analyzes and simulates various neural network models depicted in centralized and distributed manners. Specifically, it defines four different classes of centralized models for investigating the resultant competition in a group of multiple agents. With regard to distributed competition with limited communication among agents, the book presents the first distributed WTA (Winners Take All) protocol, which it subsequently extends to the distributed coordination control of multiple robots.

Illustrations, tables, and various simulative examples, as well as a healthy mix of plain and professional language, are used to explain the concepts and complex principles involved. Thus, the book provides readers in neurocomputing and robotics with a deeper understanding of the neural network approach to competition-based problem-solving, offers them an accessible introduction to modeling technology and the distributed coordination control of redundant robots, and equips them to use these technologies and approaches to solve concrete scientific and engineering problems.

More books from Springer Singapore

Cover of the book Avian Reproduction by Shuai Li, Long Jin
Cover of the book Algebra 1 by Shuai Li, Long Jin
Cover of the book The Nexus among Place, Conflict and Communication in a Globalising World by Shuai Li, Long Jin
Cover of the book Thorium—Energy for the Future by Shuai Li, Long Jin
Cover of the book Advanced Methods of Continuum Mechanics for Materials and Structures by Shuai Li, Long Jin
Cover of the book Handbook of Sustainability in Additive Manufacturing by Shuai Li, Long Jin
Cover of the book VAT and Financial Services by Shuai Li, Long Jin
Cover of the book Fly Ash Zeolites by Shuai Li, Long Jin
Cover of the book Chiral Four-Dimensional Heterotic String Vacua from Covariant Lattices by Shuai Li, Long Jin
Cover of the book Concrete Structures Under Projectile Impact by Shuai Li, Long Jin
Cover of the book Physics and Techniques of Ceramic and Polymeric Materials by Shuai Li, Long Jin
Cover of the book Teaching the Discipline of History in an Age of Standards by Shuai Li, Long Jin
Cover of the book Advances in Animal Biotechnology and its Applications by Shuai Li, Long Jin
Cover of the book Track-Before-Detect Using Expectation Maximisation by Shuai Li, Long Jin
Cover of the book Photo-catalytic Control Technologies of Flue Gas Pollutants by Shuai Li, Long Jin
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy