A New Meta-heuristic Optimization Algorithm Based on the String Theory Paradigm

Description: A New Meta-heuristic Optimization Algorithm Based on the String Theory Paradigm from Physics by Oscar Castillo, Luis Rodriguez 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. FORMAT Paperback LANGUAGE English CONDITION Brand New Publisher Description 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. Back Cover 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, specifically for 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. Table of Contents Introduction.- Literature Review.- String Theory Algorithm.- Simulation Results.- Conclusions Feature Focuses on the fields of bio-inspired algorithm, optimization problems and fuzzy logic Proposes a new metaheuristic based on String Theory Includes case studies presenting statistical tests in order to prove the performance of the proposed method Details ISBN3030822877 Author Luis Rodriguez Language English Year 2021 ISBN-10 3030822877 ISBN-13 9783030822873 Format Paperback DOI 10.1007/978-3-030-82288-0 Publisher Springer Nature Switzerland AG Edition 1st Imprint Springer Nature Switzerland AG Place of Publication Cham Country of Publication Switzerland Pages 71 Publication Date 2021-08-19 UK Release Date 2021-08-19 Illustrations 28 Illustrations, color; 5 Illustrations, black and white; VIII, 71 p. 33 illus., 28 illus. in color. Edition Description 1st ed. 2022 DEWEY 006.3 Audience Professional & Vocational Series SpringerBriefs in Computational Intelligence We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:134282552;

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