Understanding the Relationship between x and y in a Function

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In summary, changing x in y = f(x) from x to x+dx results in a change in y from f(x) to f(x+dx). However, changing y from y to y+dy does not necessarily allow us to determine how x changes. This is because y is defined as a function of x, and not vice-versa. In some cases, if f is invertible, we can approximate the change in x as dx = (1/f'(x)) * dy. However, this method does not always work and may fail if f'(x) = 0.
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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 $$\mathrm{f}^{-1}(\mathrm{f}(x)+\mathrm{dy})$$
 
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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##.
 
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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.
 

1. What is the definition of "change in y with change in x"?

"Change in y with change in x" refers to the relationship between two variables, where a change in one variable (x) causes a change in the other variable (y).

2. How is "change in y with change in x" calculated?

The calculation for "change in y with change in x" is determined by the slope of a line on a graph. The slope is calculated by dividing the change in y by the change in x.

3. What is the significance of "change in y with change in x" in scientific research?

"Change in y with change in x" is an important concept in scientific research as it helps to understand the relationship between two variables and can be used to make predictions and draw conclusions about the data.

4. How does the concept of "change in y with change in x" apply to real-life situations?

In real-life situations, "change in y with change in x" can be seen in various scenarios such as the relationship between temperature and rate of plant growth, or the correlation between exercise and weight loss. It helps to show how changes in one variable affect another.

5. Is there a limit to how much "change in y with change in x" can occur?

There is no limit to how much "change in y with change in x" can occur, as it depends on the values of each variable and their relationship. However, the slope of a line can only have a maximum value of infinity or a minimum value of zero.

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