Linear Approximations for Non-Linear Devices: Finding the Best Fit at x0 = 1.5

  • Thread starter Thread starter mf42
  • Start date Start date
  • Tags Tags
    Linear
AI Thread Summary
The discussion centers on finding the linear approximation for the non-linear function y = f(x) = x² at the operating point x0 = 1.5. The correct linear approximation involves determining the slope (m) and y-intercept (b) for the tangent line at that point. The provided options include both linear and non-linear functions, with option (b) being identified as incorrect due to its non-linearity. The focus is on deriving the linear function that best fits the behavior of f(x) near x0. Ultimately, the goal is to identify the correct linear approximation among the given choices.
mf42
Messages
1
Reaction score
0
A non-linear device has the output input relation y = f(x) = x2 (x squared). Assuming the operating point is x0 = 1.5, the linear approximation for small changes would be given by:
(a) y = 1.5x
(b) y = x2 (x squared)
(c) y = 3x
(d) y = 3.5x
(e) none of the above

Can anyone tell me the answer? I was thinking it could be y = x squared?
 
Physics news on Phys.org
A linear approximation L(x) would approximate the function f(x) with a line. In other words, around the point x=x0, you'd have L(x) = mx+b \approx f(x). Geometrically, L(x) is the line tangent to f(x) at x=x0. You're supposed to find the appropriate values of m and b to make that work.

The answer (b) is the one you should immediately see is wrong since it's not a linear function.
 
I picked up this problem from the Schaum's series book titled "College Mathematics" by Ayres/Schmidt. It is a solved problem in the book. But what surprised me was that the solution to this problem was given in one line without any explanation. I could, therefore, not understand how the given one-line solution was reached. The one-line solution in the book says: The equation is ##x \cos{\omega} +y \sin{\omega} - 5 = 0##, ##\omega## being the parameter. From my side, the only thing I could...
Essentially I just have this problem that I'm stuck on, on a sheet about complex numbers: Show that, for ##|r|<1,## $$1+r\cos(x)+r^2\cos(2x)+r^3\cos(3x)...=\frac{1-r\cos(x)}{1-2r\cos(x)+r^2}$$ My first thought was to express it as a geometric series, where the real part of the sum of the series would be the series you see above: $$1+re^{ix}+r^2e^{2ix}+r^3e^{3ix}...$$ The sum of this series is just: $$\frac{(re^{ix})^n-1}{re^{ix} - 1}$$ I'm having some trouble trying to figure out what to...
Back
Top