Dynamic mode decomposition : (Record no. 1817)

MARC details
000 -LEADER
fixed length control field 02420nam a22001937a 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20221227150931.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 220915b |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781611974492
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 518.2
Item number KUT
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Kutz, Jose Nathan
245 ## - TITLE STATEMENT
Title Dynamic mode decomposition :
Remainder of title data-driven modeling of complex systems
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Philadelphia,
Name of publisher, distributor, etc. Society for Industrial and Applied Mathematics,
Date of publication, distribution, etc. 2016
300 ## - PHYSICAL DESCRIPTION
Page number 1 v. (XVI-234 p.) :
Other physical details illustrations ;
Dimensions 26 cm
505 ## - FORMATTED CONTENTS NOTE
Title 1. Dynamic mode decomposition : an introduction<br/>
-- 2. Fluid dynamics<br/>
-- 3. Koopman analysis<br/>
-- 4. Video processing<br/>
-- 5. Multiresolution DMD<br/>
-- 6. DMD with control<br/>
-- 7. Delay coordinates, ERA, and hidden Markov models<br/>
-- 8. Noise and power<br/>
-- 9. Sparsity and DMD<br/>
-- 10. DMD on nonlinear observables<br/>
-- 11. Epidemiology<br/>
-- 12. Neuroscience<br/>
-- 13. Financial trading
520 ## - SUMMARY, ETC.
Summary, etc. Data-driven dynamical systems is a burgeoning fieldit connects how measurements of nonlinear dynamical systems and/or complex systems can be used with well-established methods in dynamical systems theory. This is a critically important new direction because the governing equations of many problems under consideration by practitioners in various scientific fields are not typically known. Thus, using data alone to help derive, in an optimal sense, the best dynamical system representation of a given application allows for important new insights. The recently developed dynamic mode decomposition (DMD) is an innovative tool for integrating data with dynamical systems theory. The DMD has deep connections with traditional dynamical systems theory and many recent innovations in compressed sensing and machine learning. Dynamic Mode Decomposition: Data-Driven Modeling of Complex Systems, the first book to address the DMD algorithm, presents a pedagogical and comprehensive approach to all aspects of DMD currently developed or under development; blends theoretical development, example codes, and applications to showcase the theory and its many innovations and uses; highlights the numerous innovations around the DMD algorithm and demonstrates its efficacy using example problems from engineering and the physical and biological sciences; and provides extensive MATLAB code, data for intuitive examples of key methods, and graphical presentations.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Mathematical analysis
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Decomposition (Mathematics)
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Books
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 5606
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 5785
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Shelving location Date acquired Source of acquisition Cost, normal purchase price Inventory number Total Checkouts Full call number Barcode Date last seen Cost, replacement price Price effective from Currency Koha item type
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool General Stacks 15.09.2022 Technical Bureau India 69.00 TB882 DT 6/7/22   518.2 KUT 0004845 15.09.2022 69.00 15.09.2022 USD Books
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool General Stacks 27.12.2022 Technical Bureau India 74.00 TB2564 dated 22.12.2022   518.2 KUT 0005122 27.12.2022 6124.00 27.12.2022 USD Books
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