Evolutionary Global Optimization, Manifolds and Applications

Nonfiction, Computers, Advanced Computing, Artificial Intelligence, Business & Finance, Economics, Theory of Economics, General Computing
Cover of the book Evolutionary Global Optimization, Manifolds and Applications by Hime Aguiar e Oliveira Junior, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Hime Aguiar e Oliveira Junior ISBN: 9783319264677
Publisher: Springer International Publishing Publication: December 9, 2015
Imprint: Springer Language: English
Author: Hime Aguiar e Oliveira Junior
ISBN: 9783319264677
Publisher: Springer International Publishing
Publication: December 9, 2015
Imprint: Springer
Language: English

This book presents powerful techniques for solving global optimization problems on manifolds by means of evolutionary algorithms, and shows in practice how these techniques can be applied to solve real-world problems. It describes recent findings and well-known key facts in general and differential topology, revisiting them all in the context of application to current optimization problems. Special emphasis is put on game theory problems. Here, these problems are reformulated as constrained global optimization tasks and solved with the help of Fuzzy ASA. In addition, more abstract examples, including minimizations of well-known functions, are also included. Although the Fuzzy ASA approach has been chosen as the main optimizing paradigm, the book suggests that other metaheuristic methods could be used as well. Some of them are introduced, together with their advantages and disadvantages.

Readers should possess some knowledge of linear algebra, and of basic concepts of numerical analysis and probability theory. Many necessary definitions and fundamental results are provided, with the formal mathematical requirements limited to a minimum, while the focus is kept firmly on continuous problems. The book offers a valuable resource for students, researchers and practitioners. It is suitable for university courses on optimization and for self-study.

 

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

This book presents powerful techniques for solving global optimization problems on manifolds by means of evolutionary algorithms, and shows in practice how these techniques can be applied to solve real-world problems. It describes recent findings and well-known key facts in general and differential topology, revisiting them all in the context of application to current optimization problems. Special emphasis is put on game theory problems. Here, these problems are reformulated as constrained global optimization tasks and solved with the help of Fuzzy ASA. In addition, more abstract examples, including minimizations of well-known functions, are also included. Although the Fuzzy ASA approach has been chosen as the main optimizing paradigm, the book suggests that other metaheuristic methods could be used as well. Some of them are introduced, together with their advantages and disadvantages.

Readers should possess some knowledge of linear algebra, and of basic concepts of numerical analysis and probability theory. Many necessary definitions and fundamental results are provided, with the formal mathematical requirements limited to a minimum, while the focus is kept firmly on continuous problems. The book offers a valuable resource for students, researchers and practitioners. It is suitable for university courses on optimization and for self-study.

 

More books from Springer International Publishing

Cover of the book The Sociology of Everyday Life Peacebuilding by Hime Aguiar e Oliveira Junior
Cover of the book English Medium Instruction in Higher Education in Asia-Pacific by Hime Aguiar e Oliveira Junior
Cover of the book Gastrointestinal Complications of Diabetes by Hime Aguiar e Oliveira Junior
Cover of the book Advances in Heat Transfer Enhancement by Hime Aguiar e Oliveira Junior
Cover of the book Foundations of Information and Knowledge Systems by Hime Aguiar e Oliveira Junior
Cover of the book Autonomous Agents and Multiagent Systems by Hime Aguiar e Oliveira Junior
Cover of the book Artificial Intelligence and Soft Computing by Hime Aguiar e Oliveira Junior
Cover of the book The Tea Party, Occupy Wall Street, and the Great Recession by Hime Aguiar e Oliveira Junior
Cover of the book Schooling in Sub-Saharan Africa by Hime Aguiar e Oliveira Junior
Cover of the book Building Theories by Hime Aguiar e Oliveira Junior
Cover of the book Environmental Gerontology in Europe and Latin America by Hime Aguiar e Oliveira Junior
Cover of the book Progress in Nanophotonics 5 by Hime Aguiar e Oliveira Junior
Cover of the book Dietary Fiber in Health and Disease by Hime Aguiar e Oliveira Junior
Cover of the book The Non-Reificatory Approach to Belief by Hime Aguiar e Oliveira Junior
Cover of the book Teaching and Learning in Maths Classrooms by Hime Aguiar e Oliveira Junior
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