Determining if Systems are Linear

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SUMMARY

The discussion focuses on determining the linearity of three differential equations. Equation (a) ##y''(t)+15y'(t)+sin(y(t))=u(t)## is confirmed as nonlinear due to the presence of the ##sin(y(t))## term, which violates the criteria for linearity. Equations (b) ##y''(t)-y'(t)+3y(t)=u'(t)+u(t)## and (c) ##y'(t)=u(t)## and ##z'(t)=u(t)-z(t)-y(t)## are identified as linear, as they consist solely of linear combinations of the dependent variable and its derivatives. The key takeaway is that the presence of nonlinear functions like sine in the equations directly affects their classification as linear or nonlinear.

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squelch
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Homework Statement



For each of the following, determine if the system is linear. If not, clearly state why not.
(a) ##y''(t)+15y'(t)+sin(y(t)))=u(t)##
(b) ##y''(t)-y'(t)+3y(t)=u'(t)+u(t)##
(c) ##y'(t)=u(t)## and ##z'(t)=u(t)-z(t)-y(t)##

Homework Equations



None

The Attempt at a Solution



Intuitively, I believe that the ##sin(y(t))## term makes (a) nonlinear, while all of the others can be expressed as linear differential equations, but I wasn't sure. I was hoping for a bit of a sanity check on this. Does the introduction of a trigonmetric function like sin() make these nonlinear all of the time, or is it just that the function is nested, e.g. as ##sin(y(t))##?
 
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squelch said:

Homework Statement



For each of the following, determine if the system is linear. If not, clearly state why not.
(a) ##y''(t)+15y'(t)+sin(y(t)))=u(t)##
(b) ##y''(t)-y'(t)+3y(t)=u'(t)+u(t)##
(c) ##y'(t)=u(t)## and ##z'(t)=u(t)-z(t)-y(t)##

Homework Equations



None

The Attempt at a Solution



Intuitively, I believe that the ##sin(y(t))## term makes (a) nonlinear, while all of the others can be expressed as linear differential equations, but I wasn't sure. I was hoping for a bit of a sanity check on this. Does the introduction of a trigonmetric function like sin() make these nonlinear all of the time, or is it just that the function is nested, e.g. as ##sin(y(t))##?
The first equation (a), is nonlinear. A linear differential equation consists of a linear combination of the dependent variable (y(t) in this case) and its derivatives. By "linear combination" I mean a sum of constant multiples of the the dependent variable and its derivatives. Having the sin(y(t)) term makes this equation nonlinear.
 
squelch said:

Homework Statement



For each of the following, determine if the system is linear. If not, clearly state why not.
(a) ##y''(t)+15y'(t)+sin(y(t)))=u(t)##
(b) ##y''(t)-y'(t)+3y(t)=u'(t)+u(t)##
(c) ##y'(t)=u(t)## and ##z'(t)=u(t)-z(t)-y(t)##

Homework Equations



None

The Attempt at a Solution



Intuitively, I believe that the ##sin(y(t))## term makes (a) nonlinear, while all of the others can be expressed as linear differential equations, but I wasn't sure. I was hoping for a bit of a sanity check on this. Does the introduction of a trigonmetric function like sin() make these nonlinear all of the time, or is it just that the function is nested, e.g. as ##sin(y(t))##?

You are correct: a linear DE is one in which ##y(t)## and all its time-derivatives appear linearly.

That means that we can have coefficients that are functions of ##t## (linear or nonlinear) and still have a linear DE. So, for example, the equation ##t^2 y''(t) - 2 t y'(t) + t \sin(t) y(t) = 0## is still regarded as a linear differential equation.
 

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