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Dynamic Systems Models: New Methods of Parameter and State Estimation by Josif A. Boguslavskiy (Hardcover, 2016)

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Product Information

This monograph is an exposition of a novel method for solving inverse problems, a method of parameter estimation for time series data collected from simulations of real experiments. These time series might be generated by measuring the dynamics of aircraft in flight, by the function of a hidden Markov model used in bioinformatics or speech recognition or when analyzing the dynamics of asset pricing provided by the nonlinear models of financial mathematics. Dynamic Systems Models demonstrates the use of algorithms based on polynomial approximation which have weaker requirements than already-popular iterative methods. Specifically, they do not require a first approximation of a root vector and they allow non-differentiable elements in the vector functions being approximated. The text covers all the points necessary for the understanding and use of polynomial approximation from the mathematical fundamentals, through algorithm development to the application of the method in, for instance, aeroplane flight dynamics or biological sequence analysis. The technical material is illustrated by the use of worked examples and methods for training the algorithms are included. Dynamic Systems Models provides researchers in aerospatial engineering, bioinformatics and financial mathematics (as well as computer scientists interested in any of these fields) with a reliable and effective numerical method for nonlinear estimation and solving boundary problems when carrying out control design. It will also be of interest to academic researchers studying inverse problems and their solution.

Product Identifiers

Publisher
Springer International Publishing Ag
ISBN-13
9783319040356
eBay Product ID (ePID)
190468124

Product Key Features

Author
Josif A. Boguslavskiy
Publication Name
Dynamic Systems Models: New Methods of Parameter and State Estimation
Format
Hardcover
Language
English
Subject
Engineering & Technology, Accounting, Computer Science, Mathematics, Physics
Publication Year
2016
Type
Textbook
Number of Pages
201 Pages

Dimensions

Item Height
235mm
Item Width
155mm
Item Weight
4616g

Additional Product Features

Title_Author
Josif A. Boguslavskiy
Country/Region of Manufacture
Switzerland
Editor
Mark Borodovsky

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Dynamic Systems Models: New Methods of Parameter and State Estimation by Josif A. Boguslavskiy (Hardcover, 2016)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

Best Selling in Adult Learning & University

Australian Guidebook for Structural Engineers by Lonnie Pack (Paperback, 2019)

Eduqas GCSE (9-1) Religious Studies Route B: Catholic Christianity and Judaism by Deirdre Cleary, Andrew Barron, Joy White, Patrick Harrison (Paperback, 2017)

The Ethnic Cleansing of Palestine by Ilan Pappe (Paperback, 2007)

Save on Adult Learning & University

The Australian Native Bee Hive Book: Keeping Stingless Sugarbag OATH Tim Heard

Weed Forager's Handbook: A Guide to Edible and Medicinal Weeds in Australia by A

Netter Atlas of Human Anatomy: Classic Regional Approach

The Indoctrinated Brain: How to Successfully Fend Off the Global Attack on Your

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