Understanding the Relationship between x and y in a Function

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Discussion Overview

The discussion revolves around the relationship between the variables x and y in the context of a function y = f(x). Participants explore how changes in one variable affect the other, particularly focusing on whether changes in y can be used to determine changes in x, and the implications of function invertibility and differentiability.

Discussion Character

  • Exploratory
  • Technical explanation
  • Conceptual clarification
  • Debate/contested

Main Points Raised

  • One participant questions whether changing y can determine how x changes, suggesting that y's dependence on x implies a one-directional relationship.
  • Another participant asserts that if the function f is invertible, then changes in y can be expressed in terms of changes in x using the inverse function.
  • A different viewpoint introduces the sinus function, indicating that determining dx from dy is not always possible, especially when f is not differentiable or when f'(x) equals zero.
  • One participant reiterates the initial question about the relationship between changes in x and y, emphasizing the dependency of y on x and suggesting that altering y without changing x violates the function's definition.
  • This participant also mentions the existence of an inverse function g, which could relate y back to x under certain conditions.

Areas of Agreement / Disagreement

Participants express differing views on whether changes in y can reliably determine changes in x. Some argue that it is possible under certain conditions (e.g., invertibility), while others highlight limitations based on the nature of the function and its derivatives. The discussion remains unresolved regarding the general applicability of these ideas.

Contextual Notes

Limitations include the dependence on the function's properties, such as invertibility and differentiability, and the potential for undefined behavior when derivatives are zero. The discussion does not resolve these limitations.

andyrk
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Suppose we change x in y = f(x) from x to x+dx, then y changes from f(x) to f(x+dx). But suppose if we change y from y to y+dy, then can we determine how x changes? Why or why not? Is it because y is a function of x and not vice-versa?
 
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sure if f is invertible we will have x change to $$\mathrm{f}^{-1}(\mathrm{f}(x)+\mathrm{dy})$$
 
Take the sinus function: You cannot always determine what dx was from dy. However, if the ds are small quantities and f is differentiable, in many cases you can take the approximation ##y(x+dx)\approx l(x+dx)=f(x)+f'(x)\cdot dx##. You also know you started with ##y=f(x)##, so in linear approximation ##dy=f'(x) \cdot dx## and ##dx=\frac{1}{f'(x)}\cdot dy##. Of course, this does not always work, for example it does not work if ##f'(x)=0##.
 
andyrk said:
Suppose we change x in y = f(x) from x to x+dx, then y changes from f(x) to f(x+dx). But suppose if we change y from y to y+dy, then can we determine how x changes? Why or why not? Is it because y is a function of x and not vice-versa?
The way you defined y (as f(x)) means that y depends on x and you are supposed to take the result of f(x) and put it into y. Changing the y without changing the x is sort of violating the rules.

But - given y, there may be an x such that y = f(x). And for those y it may be possible to talk about an inverse function g, defined by g(f(x)) = x. See a suitable book on mathematical analysis.
 

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