A new meta-heuristic optimization algorithm based on the string theory paradigm from physics / Oscar Castillo, Luis Rodriguez.
Castillo, Oscar, 1959- author.; Rodriguez, Luis, author.
2022
QA76.9.A43 C37 2022
Available Online

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Title A new meta-heuristic optimization algorithm based on the string theory paradigm from physics / Oscar Castillo, Luis Rodriguez.
Author Castillo, Oscar, 1959- author.
ISBN 9783030822880 (electronic bk.)
3030822885 (electronic bk.)
9783030822873
3030822877
DOI https://doi.org/10.1007/978-3-030-82288-0
Published Cham : Springer, [2022]
Copyright ©2022
Language English
Description 1 online resource : illustrations (chiefly color)
Other Standard Identifiers 10.1007/978-3-030-82288-0 doi
Call Number QA76.9.A43 C37 2022
Dewey Decimal Classification 518/.1
Summary 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.
Bibliography, etc. Note Includes bibliographical references and index.
Access Note Access limited to authorized users.
Digital File Characteristics text file
PDF
Source of Description Online resource; title from PDF title page (SpringerLink, viewed August 30, 2021).
Added Author Rodriguez, Luis, author.
Series SpringerBriefs in applied sciences and technology. Computational intelligence. 2625-3712
Available in Other Form New meta-heuristic optimization algorithm based on the string theory paradigm from physics.
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
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Introduction
Literature Review
String Theory Algorithm
Simulation Results
Conclusions.

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