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Let's do an example to make it clear. Consider the second-order ODE: <math>\frac{d^2y}{dt^2}+(cos^2t)\frac{dy}{dt}+y=3t</math>. We substitute the first-order differential term <math>\frac{dy}{dt}</math> by a new variable <math>x</math>. In order to make the final expression look more like a system, we rename <math>y=x_1</math>, <math>\frac{dy}{dt}=x=x_2</math>.
 
Let's do an example to make it clear. Consider the second-order ODE: <math>\frac{d^2y}{dt^2}+(cos^2t)\frac{dy}{dt}+y=3t</math>. We substitute the first-order differential term <math>\frac{dy}{dt}</math> by a new variable <math>x</math>. In order to make the final expression look more like a system, we rename <math>y=x_1</math>, <math>\frac{dy}{dt}=x=x_2</math>.
 +
 +
Here comes a "magic" derivative conversion, <math>\frac{dx_1}{dt}=\frac{dy}{dt}=x_2</math>,
 +
 +
<math>\frac{dx_2}{dt}=\frac{d\frac{dy}{dt}}{dt}=\frac{d^2y}{dt^2}</math>.
  
 
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Revision as of 02:07, 20 November 2017

Introduction to ODEs in Higher Orders

A slecture by Yijia Wen

5.0 Abstract

In last tutorial we looked at three basic methods to solve differential equations in the first order. In a linear equation, we can switch the variable $ x $ to a higher order, like $ x^2 $, $ x^3 $, ..., $ x^n $ to obtain higher-ordered equations. Similarly, the differential term $ \frac{dy}{dx} $ can also be switched as $ \frac{d^2y}{dx^2} $, $ \frac{d^3y}{dx^3} $, ..., $ \frac{d^ny}{dx^n} $. This gives us the basic idea of differential equations in higher orders, the most general form for which is like $ f_n(t)\frac{d^ny}{dt^n}+f_{n-1}\frac{d^{n-1}y}{dt^{n-1}}+...+f_1(t)\frac{dy}{dt}+f_0(t)y=g(t) $, where $ n $ is the order.


A direct idea to deal with ODEs in higher orders is to convert them into a linear system of ODEs, which is what we are focusing at in this short tutorial. Other solutions like Laplace transforms, variation of constants and Cauchy-Euler equations will come up later.


5.1 Converting to Linear Systems

An important idea is substitution, similar as the substitution method for integration. We substitute a first-order differential term by a new variable, to reduce the order and introduce the new variable to form a system of first-order ODEs.


Let's do an example to make it clear. Consider the second-order ODE: $ \frac{d^2y}{dt^2}+(cos^2t)\frac{dy}{dt}+y=3t $. We substitute the first-order differential term $ \frac{dy}{dt} $ by a new variable $ x $. In order to make the final expression look more like a system, we rename $ y=x_1 $, $ \frac{dy}{dt}=x=x_2 $.

Here comes a "magic" derivative conversion, $ \frac{dx_1}{dt}=\frac{dy}{dt}=x_2 $,

$ \frac{dx_2}{dt}=\frac{d\frac{dy}{dt}}{dt}=\frac{d^2y}{dt^2} $.


5.5 References

Institute of Natural and Mathematical Science, Massey University. (2017). 160.204 Differential Equations I: Course materials. Auckland, New Zealand.

Robinson, J. C. (2003). An introduction to ordinary differential equations. New York, NY., USA: Cambridge University Press.

Schaft, A. J. (1986). On Realisation of Nonlinear Systems Described by Higher-Order Differential Equations. Mathematical Systems Theory, 19 (1), p.239-275. DOI: https://doi.org/10.1007/BF01704916.

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BSEE 2004, current Ph.D. student researching signal and image processing.

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