A New Meta-heuristic Optimization Algorithm Based on the String Theory Paradigm from Physics
Language: English
Published by Springer International Publishing, 2021
Series: Book 164 of 472 - SpringerBriefs in Applied Sciences and Technology
- Softcover
- New
Seller: moluna, Greven, Germanymoluna
AbeBooks seller since July 9, 2020
Condition: New
£ 42.72
Quantity: Over 20 available
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Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Focuses on the fields of bio-inspired algorithm, optimization problems and fuzzy logicProposes a new metaheuristic based on String TheoryIncludes case studies presenting statistical tests in order to prove the performance of the proposed me.
Seller Inventory # 483485678
- Title
- A New Meta-heuristic Optimization Algorithm Based on the String Theory Paradigm from Physics
- Author
- Oscar Castillo|Luis Rodriguez
- Publisher
- Springer International Publishing
- Publication year
- 2021
- Condition
- New
- Binding
- Kartoniert / Broschiert
- Language
- English
- ISBN 10
- 3030822877
- ISBN 13
- 9783030822873
- Series
- Book 164 of 472: SpringerBriefs in Applied Sciences and Technology
- Seller catalogs
- Mathematik/Naturwissenschaften/Technik/Medizin
This book focuses on the fields of nature-inspired algorithms, optimization problems and fuzzy logic. In this book, a new metaheuristic based on String Theory from Physics is proposed. It is important to mention that we have proposed the new algorithm to generate new potential solutions in optimization problems in order to find new ways that could improve the results in solving these problems. We are presenting the results for the proposed method in different cases of study. The first case, is optimization of traditional benchmark mathematical functions. The second case, is the optimization of benchmark functions of the CEC 2015 Competition and we are also presenting results of the CEC 2017 Competition on Constrained Real-Parameter Optimization that are problems that contain the presence of constraints that alter the shape of the search space making them more difficult to solve. Finally, in the third case, we are presenting the optimization of a fuzzy inference system, specificallyfor finding the optimal design of a fuzzy controller for an autonomous mobile robot. It is important to mention that in all study cases we are presenting statistical tests in or-der to validate the performance of proposed method. In summary, we believe that this book will be of great interest to a wide audience, ranging from engineering and science graduate students, to researchers and professors in computational intelligence, metaheuristics, optimization, robotics and control.
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| Item | 26 to 60 business days | 26 to 60 business days |
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