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Titlebook: A New Meta-heuristic Optimization Algorithm Based on the String Theory Paradigm from Physics; Oscar Castillo,Luis Rodriguez Book 2022 The

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發(fā)表于 2025-3-21 18:54:37 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
期刊全稱A New Meta-heuristic Optimization Algorithm Based on the String Theory Paradigm from Physics
影響因子2023Oscar Castillo,Luis Rodriguez
視頻videohttp://file.papertrans.cn/142/141572/141572.mp4
發(fā)行地址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 t
學(xué)科分類SpringerBriefs in Applied Sciences and Technology
圖書封面Titlebook: A New Meta-heuristic Optimization Algorithm Based on the String Theory Paradigm from Physics;  Oscar Castillo,Luis Rodriguez Book 2022 The
影響因子.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 perfo
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沙發(fā)
發(fā)表于 2025-3-21 22:41:42 | 只看該作者
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發(fā)表于 2025-3-22 03:47:46 | 只看該作者
Oscar Castillo,Luis RodriguezFocuses 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 t
地板
發(fā)表于 2025-3-22 05:55:47 | 只看該作者
SpringerBriefs in Applied Sciences and Technologyhttp://image.papertrans.cn/a/image/141572.jpg
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發(fā)表于 2025-3-22 08:50:06 | 只看該作者
A New Meta-heuristic Optimization Algorithm Based on the String Theory Paradigm from Physics978-3-030-82288-0Series ISSN 2191-530X Series E-ISSN 2191-5318
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發(fā)表于 2025-3-22 15:24:24 | 只看該作者
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發(fā)表于 2025-3-22 20:29:18 | 只看該作者
An Introduction to Clustering with RIn this section, we describe the literature review that was used in this book in order to have basic concepts and information about computational intelligence, bioinspired algorithms and different techniques that the researchers use in optimization problems.
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發(fā)表于 2025-3-22 22:07:52 | 只看該作者
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發(fā)表于 2025-3-23 03:23:23 | 只看該作者
Patrick J. S. Boaden,Raymond SeedIn this chapter, we present results obtained of the String Theory Algorithm with the different study cases that we are presented in the problem definition section. In addition, we show the statistical tests of the study cases in order to prove the performance of the String Theory Algorithm with the hypothesis test.
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發(fā)表于 2025-3-23 07:59:08 | 只看該作者
https://doi.org/10.1007/978-94-011-7100-7Finally, we can mention two different types of conclusion, the first one is based on the proposed basic randomness method and the second one is the conclusion about the String Theory Algorithm.
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