Curve fitting problem

JenniferMurphy

Well-known Member
Joined
Jul 23, 2011
Messages
2,643
Office Version
  1. 365
Platform
  1. Windows
I know this is technically not an Excel question, but there are a lot of people here with better math skills than mine, so I hope this is OK.

I would like to find a family of functions, f(x,m), that meets these conditions:

  1. Maps the domain (0,10) onto the same range and is continuous over that domain.
  2. f(0) = 0
  3. f(10) = 10
  4. f(5) = m; 0<m<10
  5. f(x) is monotonically increasing. This means that it cannot be greater than 10 or less than 0.
  6. If m=5, the function is y=x (straight line)

I thought I had it with quadratics (parabolas), but when m gets close to 0 or 10, the function exceeds the range. Here are the results of the parabolas:

https://www.dropbox.com/sh/hwboo6bb6i40451/AADDz82Ev1oEYycC-0QRNSXBa?dl=0

This is more or less what I want, but with the functions staying within the range.
 

Excel Facts

What is the fastest way to copy a formula?
If A2:A50000 contain data. Enter a formula in B2. Select B2. Double-click the Fill Handle and Excel will shoot the formula down to B50000.
One way you might want to do this:

For m<=5:
f(x) = xk / 10k-1
where k = (ln(10) - ln(m)) / (ln(10) - ln(5))

For m>5:
f(x) = 10 - (10-x)k / 10k-1
Where k = (ln(10) - ln(10-m)) / (ln(10) - ln(5))
 
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