國立虎尾科技大學 |

Algorithmic Aspects of Analysis, Prediction, and Control in Science and Engineering = An Approach Based on Symmetry and Similarity /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Algorithmic Aspects of Analysis, Prediction, and Control in Science and Engineering/ by Jaime Nava, Vladik Kreinovich.
Reminder of title:	An Approach Based on Symmetry and Similarity /
Author:	Nava, Jaime.
other author:	Kreinovich, Vladik.
Description:	VIII, 155 p. 8 illus.online resource. :
Contained By:	Springer Nature eBook
Subject:	Computational intelligence. -
Online resource:	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 EngineeringAn 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 /
LDR:02853nam a22004095i 4500 001 966849
003 DE-He213
005 20200701020159.0
007 cr nn 008mamaa
008 201211s2015 gw | s |||| 0|eng d
020 $a 9783662449554 $9 978-3-662-44955-4
024 7 $a 10.1007/978-3-662-44955-4 $2 doi
035 $a 978-3-662-44955-4
050 4 $a Q342
072 7 $a UYQ $2 bicssc
072 7 $a TEC009000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
100 1 $a Nava, Jaime. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1063345
245 1 0 $a Algorithmic Aspects of Analysis, Prediction, and Control in Science and Engineering $h [electronic resource] : $b An Approach Based on Symmetry and Similarity / $c by Jaime Nava, Vladik Kreinovich.
250 $a 1st ed. 2015.
264 1 $a Berlin, Heidelberg : $b Springer Berlin Heidelberg : $b Imprint: Springer, $c 2015.
300 $a VIII, 155 p. 8 illus. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Studies in Systems, Decision and Control, $x 2198-4182 ; $v 14
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.
650 0 $a Computational intelligence. $3 568984
650 0 $a Artificial intelligence. $3 559380
650 0 $a Control engineering. $3 1249728
650 1 4 $a Computational Intelligence. $3 768837
650 2 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Control and Systems Theory. $3 1211358
700 1 $a Kreinovich, Vladik. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 964800
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783662449561
776 0 8 $i Printed edition: $z 9783662449547
776 0 8 $i Printed edition: $z 9783662511596
830 0 $a Studies in Systems, Decision and Control, $x 2198-4182 ; $v 27 $3 1254124
856 4 0 $u https://doi.org/10.1007/978-3-662-44955-4
912 $a ZDB-2-ENG
912 $a ZDB-2-SXE
950 $a Engineering (SpringerNature-11647)
950 $a Engineering (R0) (SpringerNature-43712)