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State-Space Approaches for Modelling and Control in Financial Engineering

Systems theory and machine learning methods
BookHardcover
Ranking86747inTechnik
CHF137.00

Description

The book conclusively solves problems associated with the control and estimation of nonlinear and chaotic dynamics in financial systems when these are described in the form of nonlinear ordinary di erential equations. It then addresses problems associated with the control and estimation of financial systems governed by partial di erential equations (e.g. the Black-Scholes partial differential equation (PDE) and its variants). Lastly it an offers optimal solution to the problem of statistical validation of computational models and tools used to support financial engineers in decision making.

The application of state-space models in financial engineering means that the heuristics and empirical methods currently in use in decision-making procedures for finance can be eliminated. It also allows methods of fault-free performance and optimality in the management of assets and capitals and methods assuring stability in the functioning of financial systems to be established.

Coveringthe following key areas of financial engineering: (i) control and stabilization of financial systems dynamics, (ii) state estimation and forecasting, and (iii) statistical validation of decision-making tools, the book can be used for teaching undergraduate or postgraduate courses in financial engineering. It is also a useful resource for the engineering and computer science community
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Details

ISBN/GTIN978-3-319-52865-6
Product TypeBook
BindingHardcover
Publishing date13/04/2017
Edition1st ed. 2017
Series no.125
Pages340 pages
LanguageEnglish
SizeWidth 160 mm, Height 241 mm, Thickness 24 mm
Weight676 g
Article no.20849254
Publisher's article no.978-3-319-52865-6
CatalogsBuchzentrum
Data source no.22067314
Product groupTechnik
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