How do you estimate instantaneous rate of change at a point?

Question

Emilia Aguilar · Accepted Answer

For an estimation of the instantaneous rate of change of a function at a point, draw a line between two points ("reference points") very close to your desired point, and determine the slope of that line. You can improve the accuracy of your estimate by choosing reference points closer to your desired point.

Note In this explanation, I assume the reader is aware of and familiar with the calculus concept of limits. For those who are not, a link to a website with what I consider a good explanation of the concept is below.

https://tutor.hix.ai
In addition, here's a video I made several years ago that tries to give a clear and concise explanation of limits and derivatives in layman's terms. There's a brief volume spike at the 0:05 second mark that might startle viewers.

If you would prefer a written explanation, feel free to read on.
End Note

When looking at a graph of a function #f(x)#, one can graph the rate of change over a given interval of #x#. For example, if I state that I ran a distance of 3 miles over the course of 30 minutes, since we know my average velocity will equal my distance traveled divided by the time it took me, we calculate that my average velocity is 0.1 miles per minute, or 6 miles per hour. In this case we used the formula

#v_[a,b] = [(f(b)-f(a))/(b-a)]#
to calculate the average velocity #v# of my distance function with #a=0, f(a) = 0, b=30, f(b)=3.#
On a mathematical graph, if my distance as a function of time were a curve, this value would be the slope of a secant line which intersects the curve at our two reference points (my starting distance of 0 at 0 minutes, and my final one of 3 miles at 30 minutes). If my actual velocity was constant at 0.1 miles per minute throughout the run, then this secant line is identical to my distance function.

However, if my velocity fluctuated at all, then the distance will be a curve as opposed to a line, and the secant will not be identical to my distance function, though it will at least still intersect at my two reference points (the beginning and end of my run in this case). In this case, I can get a better idea of my exact velocity at that point by choosing a secant line with reference points closer to my target point.

As an exercise, suppose that I tell you that the instantaneous rate of change of the function #f(x) = x^3 -1# at the point #x=2# is 12. You can estimate this by using intervals of different size. In this case, try first the interval #[-1,5]# followed by the interval #[0,4]# and then the interval #[1,3]#. You should notice that as your interval gets smaller, your estimate approaches the actual value of 12!

Citations:

Pierce, Rod. "Limits (An Introduction)" Math Is Fun. Ed. Rod Pierce. 13 Jan 2014. 11 Aug 2014 https://tutor.hix.ai

Cameron Alexander · Answer

undefined To estimate the instantaneous rate of change at a point on a curve, you can use the concept of a derivative. Specifically, you can find the derivative of the function representing the curve and then evaluate it at the desired point. The derivative represents the rate of change of the function at any given point. When evaluated at a specific point, it gives the instantaneous rate of change at that point. This process is often done using calculus, either through first principles, differentiation rules, or other methods such as limits.