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Algorithmic Aspects of Analysis, Pre...
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Nava, Jaime.
Algorithmic Aspects of Analysis, Prediction, and Control in Science and Engineering = An Approach Based on Symmetry and Similarity /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Algorithmic Aspects of Analysis, Prediction, and Control in Science and Engineering/ by Jaime Nava, Vladik Kreinovich.
其他題名:
An Approach Based on Symmetry and Similarity /
作者:
Nava, Jaime.
其他作者:
Kreinovich, Vladik.
面頁冊數:
VIII, 155 p. 8 illus.online resource. :
Contained By:
Springer Nature eBook
標題:
Computational intelligence. -
電子資源:
https://doi.org/10.1007/978-3-662-44955-4
ISBN:
9783662449554
Algorithmic Aspects of Analysis, Prediction, and Control in Science and Engineering = An Approach Based on Symmetry and Similarity /
Nava, Jaime.
Algorithmic Aspects of Analysis, Prediction, and Control in Science and Engineering
An Approach Based on Symmetry and Similarity /[electronic resource] :by Jaime Nava, Vladik Kreinovich. - 1st ed. 2015. - VIII, 155 p. 8 illus.online resource. - Studies in Systems, Decision and Control,142198-4182 ;. - Studies in Systems, Decision and Control,27.
Introduction: Symmetries and Similarities as a Methodology for Algorithmics of Analysis, Prediction, and Control in Science and Engineering.- Algorithmic Aspects of Real-Life Systems Analysis: Approach Based on Symmetry and Simila -- Algorithmic Aspects of Prediction: An Approach Based on Symmetry and Similarity -- Algorithmic Aspects of Control: Approach Based on Symmetry and Similarity -- Possible Ideas for FutureWork.
This book demonstrates how to describe and analyze a system's behavior and extract the desired prediction and control algorithms from this analysis. A typical prediction is based on observing similar situations in the past, knowing the outcomes of these past situations, and expecting that the future outcome of the current situation will be similar to these past observed outcomes. In mathematical terms, similarity corresponds to symmetry, and similarity of outcomes to invariance. This book shows how symmetries can be used in all classes of algorithmic problems of sciences and engineering: from analysis to prediction to control. Applications cover chemistry, geosciences, intelligent control, neural networks, quantum physics, and thermal physics. Specifically, it is shown how the approach based on symmetry and similarity can be used in the analysis of real-life systems, in the algorithms of prediction, and in the algorithms of control.
ISBN: 9783662449554
Standard No.: 10.1007/978-3-662-44955-4doiSubjects--Topical Terms:
568984
Computational intelligence.
LC Class. No.: Q342
Dewey Class. No.: 006.3
Algorithmic Aspects of Analysis, Prediction, and Control in Science and Engineering = An Approach Based on Symmetry and Similarity /
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