Linearizing a system using a taylor expansion

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SUMMARY

The discussion focuses on linearizing the system operator using a Taylor series expansion, specifically for the function e^f(t). The key takeaway is that the linear approximation can be derived from the first two terms of the Taylor series, resulting in g(t) = (1 + f(t)) f(t). The participants clarify that the linearization process involves evaluating the function and its derivative at a specific point, which is essential for obtaining the tangent line representation of the function. The consensus is that understanding the function f(x) is crucial for accurate linearization.

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  • Understanding of Taylor series expansion
  • Familiarity with exponential functions, specifically e^x
  • Knowledge of derivatives and their application in linearization
  • Basic calculus concepts, including limits and continuity
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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
 
Question: A clock's minute hand has length 4 and its hour hand has length 3. What is the distance between the tips at the moment when it is increasing most rapidly?(Putnam Exam Question) Answer: Making assumption that both the hands moves at constant angular velocities, the answer is ## \sqrt{7} .## But don't you think this assumption is somewhat doubtful and wrong?

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