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Algorithmic aspects of analysis, pre...

Kreinovich, Vladik.

Algorithmic aspects of analysis, prediction, and control in science and engineeringan approach based on symmetry and similarity /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Algorithmic aspects of analysis, prediction, and control in science and engineeringby 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.
出版者:	Berlin, Heidelberg :Springer Berlin Heidelberg :2015.
面頁冊數:	viii, 155 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Computer algorithms.
電子資源:	http://dx.doi.org/10.1007/978-3-662-44955-4
ISBN:	9783662449554 (electronic bk.)

Algorithmic aspects of analysis, prediction, and control in science and engineeringan approach based on symmetry and similarity /
Nava, Jaime.

Algorithmic aspects of analysis, prediction, and control in science and engineeringan approach based on symmetry and similarity /[electronic resource] :by Jaime Nava, Vladik Kreinovich. - Berlin, Heidelberg :Springer Berlin Heidelberg :2015. - viii, 155 p. :ill., digital ;24 cm. - Studies in systems, decision and control,v.142198-4182 ;. - Studies in systems, decision and control ;v.3..

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 (electronic bk.)

Standard No.: 10.1007/978-3-662-44955-4doiSubjects--Topical Terms:

184478
Computer algorithms.

LC Class. No.: QA76.9.A43

Dewey Class. No.: 005.1

Algorithmic aspects of analysis, prediction, and control in science and engineeringan approach based on symmetry and similarity /
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505 0 $a 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.
520 $a 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.
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