Approximation, integration and differentiation of time functions using a set of orthogonal hybrid functions (HF) and their application to solution of first order differential equations

Differential equations of different types and orders are of utmost importance for mathematical modeling of control system problems. State variable method uses the concept of expressing n number of first order differential equations in vector matrix form to model and analyze/synthesize control system...

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Veröffentlicht in:Applied mathematics and computation 2012, Vol.218 (9), p.4731-4759
Hauptverfasser: Deb, Anish, Sarkar, Gautam, Ganguly, Anindita, Biswas, Amitava
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container_title Applied mathematics and computation
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creator Deb, Anish
Sarkar, Gautam
Ganguly, Anindita
Biswas, Amitava
description Differential equations of different types and orders are of utmost importance for mathematical modeling of control system problems. State variable method uses the concept of expressing n number of first order differential equations in vector matrix form to model and analyze/synthesize control systems. The present work proposes a new set of orthogonal hybrid functions (HF) which evolved from synthesis of sample-and-hold functions (SHF) and triangular functions (TF). This HF set is used to approximate a time function in a piecewise linear manner with the mean integral square error (MISE) much less than block pulse function based approximation which always provides staircase solutions. The operational matrices for integration and differentiation in HF domain are also derived and employed for solving non-homogeneous and homogeneous differential equations of the first order as well as state equations. The results are compared with exact solutions, the 4th order Runge–Kutta method and its further improved versions proposed by Simos [6]. The presented HF domain theory is well supported by a few illustrations.
doi_str_mv 10.1016/j.amc.2011.07.058
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source Elsevier ScienceDirect Journals
subjects Approximation
Control systems
Differential equation
Differential equations
Differentiation
Exact solutions
Function approximation
Hybrid functions
Mathematical analysis
Mathematical models
Operational matrices
Time functions
title Approximation, integration and differentiation of time functions using a set of orthogonal hybrid functions (HF) and their application to solution of first order differential equations
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