If you have two points, for example, (2, 6) and (3, 18), how do you find the equation if you know its exponential?
I've heard about y=ab^x but I'm not sure what those variables represent.
If you have two points, for example, (2, 6) and (3, 18), how do you find the equation if you know its exponential?
I've heard about y=ab^x but I'm not sure what those variables represent.
You have two points on the curve to determine the two parameters $a,b$ so plug them in, giving $6=ab^2, 18=ab^3$ Can you find $a,b?$
A linear function is one which increases (or decreases) by the same amount every time the input is increased by a unit. For example, if $f$ is linear and $f(3)=5$ and $f(4)=10$, then you know that $f(5)=15$ and $f(6)=20$. More generally, the slope of this function would be 5, and you could write the equation $f(x)=mx+b$ where $m=5$ and $b=-10$.
An exponential function is similar, except that the function increases or decreases by a fixed ratio for each increment. If $g$ is exponential, and $g(3)=5$ and $g(4)=10$, then you would know that $g(5)=20$ and $g(6)=40$. The general form for an exponential function is $g(x)=ab^x$, where $a$ is the intercept (note that $g(0)=a$) and $b$ is the ratio term. In this case, we have $g(x)=\frac{5}{8}\cdot 2^x$.
In your example, the function increases by a factor of $\frac{18}{6}=3$ as the input goes from $x=2$ to $x=3$. So the ratio term is $3$, and the function has the form $g(x)=a\cdot 3^x$. You should be able to find $a$ from here.
Both these answers assume the form f(x) = ab^x; however, this presumes that the exponential function has an asymptote at x=0; it also assumes that base is important, but b can always be converted to e. Now you can also solve this problem with the more general f(x) = ae^x + c, which is still exponential, but now leaves the asymptote open to other possibilities and uses the natural base. This is useful for modeling a variety of phenomena, which are asymptotic at some max or min other than 0.
In this case, given (x1, y1) and (x2, y2):
f(x1) = y1 = ae^x1 + c
f(x2) = y2 = ae^x2 + c
To solve for a subtract c from the first equation and divide by everything left over not a. You should get:
a = (y1-c)/e^(x1 * x) (see expression for x below)
To solve for x subtract c from both equations and divide one equation by the other, and then use the natural log. Like any sloppy mathematician, out of laziness, I leave this exercise to the reader or some future enterprising person who wants to type the steps of that piece out. However, you should get:
x = ln((y2-c)/(y1-c))/(x2-x1)