Stochastic Dynamics, Filtering and Optimization / (Record no. 24680)

MARC details
000 -LEADER
fixed length control field 02077nam a22002177a 4500
003 - CONTROL NUMBER IDENTIFIER
control field VITAP
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20200303155431.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 181227b ||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781107182646
040 ## - CATALOGING SOURCE
Transcribing agency VITAP
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Edition number 23rd
Classification number 519.2 ROY
100 ## - MAIN ENTRY--PERSONAL NAME
9 (RLIN) 8907
Personal name Roy, Debasish
245 ## - TITLE STATEMENT
Title Stochastic Dynamics, Filtering and Optimization /
Statement of responsibility, etc. Debasish Roy & G.Visweswara Rao
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. New Delhi
Name of publisher, distributor, etc. Cambridge University Press
Date of publication, distribution, etc. 2018
300 ## - PHYSICAL DESCRIPTION
Extent xxxvii, 709p.
500 ## - GENERAL NOTE
General note It includes index<br/>argeted at graduate students, researchers and practitioners in the field of science and engineering, this book gives a self-contained introduction to a measure-theoretic framework in laying out the definitions and basic concepts of random variables and stochastic diffusion processes. It then continues to weave into a framework of several practical tools and applications involving stochastic dynamical systems. These include tools for the numerical integration of such dynamical systems, nonlinear stochastic filtering and generalized Bayesian update theories for solving inverse problems and a new stochastic search technique for treating a broad class of non-convex optimization problems. MATLAB® codes for all the applications are uploaded on the companion website. Applications to dynamical systems in science, engineering and recursive search algorithms are covered in depth<br/>Important topics including Radon-Nikodym derivatives and Girsanov theorems with emphasis on Ito diffusion processes are discussed comprehensively <br/>MATLAB® codes for all the applications are available on the companion website for both students and instructors
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
9 (RLIN) 8908
Topical term or geographic name entry element Mathematical optimization; Stochastic differential equations--Numerical solutions; Stochastic processes--Mathematical models; Probabilities; Random variables; Stochastic processes
700 ## - ADDED ENTRY--PERSONAL NAME
9 (RLIN) 8909
Personal name Rao, G. Visweswara
856 ## - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://www.cambridge.org/in/academic/subjects/engineering/control-systems-and-optimization/stochastic-dynamics-filtering-and-optimization?format=HB">https://www.cambridge.org/in/academic/subjects/engineering/control-systems-and-optimization/stochastic-dynamics-filtering-and-optimization?format=HB</a>
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Reference Book
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Materials specified (bound volume or other part) 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 Koha item type Public note
    Dewey Decimal Classification Paper Back     Reference School of Advanced Studies-Maths Section VIT-AP General Stacks 2018-12-27 Jaico Publishing House 795.00 SINV03814   519.2 ROY 012685 2018-12-27 795.00 2018-12-27 Reference Book MATH

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