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

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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.
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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?
 
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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.
 
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