Linearizing a system using a taylor expansion

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Homework Help Overview

The problem involves linearizing a system operator using a Taylor series expansion, specifically focusing on the function e^f(t) and its relationship to g(t).

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the application of the Taylor series to the function e^x, with some questioning whether the problem simply requires finding this expansion. Others explore the implications of linearization and the need for a defined function f(x).

Discussion Status

There is ongoing exploration of the linearization concept, with some participants suggesting that the problem may not be as complex as initially thought. However, clarity on the specific function f(x) remains a point of contention, and various interpretations are being considered.

Contextual Notes

Participants note that no explicit function is defined in the problem statement, which may affect the approach to linearization.

Giuseppe
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Homework Statement


Linearize the system operator illustrated below by applying a Taylor series expansion.

f(t) ----> e^f(t) -----> g(t)


Homework Equations



I only find the general form of a taylor series relevant.

g(x)= sum (0,infinity) of [f^n*(a)*(x-a)^n]/n!
The system is centered at 0, so a=0.


The Attempt at a Solution



My question is that I'm not sure if I'm looking into the problem too closely, but is it just asking to find the taylor expansion of e^x? I know in that case the answer should be

g(t)= sum(0,infinity) t^n/n!
 
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My guess

e^x=1+x/1!+1/2! x^2 +1/3! x^3 + a/4 x^4!+...

A linear approximation is given by the first two terms
e^x f(x)=[approx]=(1+x) f(x)
 
christianjb is correct: a "linearization" is just a linear approximation. If you already have the Taylor's series for the function at a given point, you can just take the first two (linear) terms to get a linear approximation. Of course, that is exactly the same as finding the tangent line at the point.

I'm not clear on exactly what your function is. You seem to be writing
ef(x). How you would linearize that, or how you would find its Taylor series depends on what f(x) is! If you just want ef(x) as a linear function of f(x), that would be 1+ f(x).
(christianjb thinks you mean ex*f(x).)
 
I agree with what you're saying. That's why I didn't think the problem was as hard as it I was thinking. No function is explicitly defined.
 
The first derivative of e^{f(x)} is e^{f(x)}.f´(x), so your linearization would be

e^{f(0)} + e^{f(0)}.f´(0).x
 

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