I have an array of numbers I'd like to normalize. Problem is that I do not want a linear normalization. The numbers represent a ranking of people and I want the values to be spread between 0 and 10 inclusive and it should be easy to climb the lower ranks and hard for the hard ones.
I was thinking about distributing them similar to a logarithmic scale, but have no idea on how to do that.
Any idea