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Titlebook: Computational Methods for Application in Industry 4.0; Nikolaos E. Karkalos,Angelos P. Markopoulos,J. Pau Book 2019 The Author(s) 2019 Opt

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發(fā)表于 2025-3-21 16:52:20 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Computational Methods for Application in Industry 4.0
編輯Nikolaos E. Karkalos,Angelos P. Markopoulos,J. Pau
視頻videohttp://file.papertrans.cn/233/232705/232705.mp4
概述Presents key elements to the Industry 4.0 concept.Introduces methods not well known but with high potential.Compares different methods highlighting their capabilities and limitations
叢書名稱SpringerBriefs in Applied Sciences and Technology
圖書封面Titlebook: Computational Methods for Application in Industry 4.0;  Nikolaos E. Karkalos,Angelos P. Markopoulos,J. Pau Book 2019 The Author(s) 2019 Opt
描述.This book presents computational and statistical methods used by intelligent systems within the concept of Industry 4.0. The methods include among others evolution-based and swarm intelligence-based methods. Each method is explained in its fundamental aspects, while some notable bibliography is provided for further reading. This book describes each methods‘ principles and compares them. It is intended for researchers who are new in computational and statistical methods but also to experienced users..
出版日期Book 2019
關(guān)鍵詞Optimization Methods; Evolutionary Algorithmas; Swarm Intelligence; Simulated Annealing; Statistical Met
版次1
doihttps://doi.org/10.1007/978-3-319-92393-2
isbn_softcover978-3-319-92392-5
isbn_ebook978-3-319-92393-2Series ISSN 2191-530X Series E-ISSN 2191-5318
issn_series 2191-530X
copyrightThe Author(s) 2019
The information of publication is updating

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發(fā)表于 2025-3-21 22:13:28 | 只看該作者
Book 2019vided for further reading. This book describes each methods‘ principles and compares them. It is intended for researchers who are new in computational and statistical methods but also to experienced users..
板凳
發(fā)表于 2025-3-22 03:23:20 | 只看該作者
,St?rungen des Nucleins?uren-Stoffwechsels,bservation of flocks of birds. Some of the most established Swarm Intelligence (SI) methods include the Ant Colony Optimization method, the Harmony Search method and the Artificial Bee Colony algorithm.
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https://doi.org/10.1007/978-3-642-95965-3 of unacceptable moves, which is used to prevent the solution process to get trapped in a local optimum point. Electromagnetism-like Mechanism is using the natural mechanism of attraction-repulsion in electromagnetism, in order to lead the solution process to the global optimum point.
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發(fā)表于 2025-3-22 18:58:56 | 只看該作者
General Aspects of the Application of Computational Methods in Industry 4.0,ecially, when it is desired to increase the efficiency of manufacturing processes by determining the optimum process parameters or when the solution of hard production-based problems, such as scheduling, is required, optimization methods can be employed.
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Other Computational Methods for Optimization, of unacceptable moves, which is used to prevent the solution process to get trapped in a local optimum point. Electromagnetism-like Mechanism is using the natural mechanism of attraction-repulsion in electromagnetism, in order to lead the solution process to the global optimum point.
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