I am studying about Cardinal Utility in Economics (or more generally, how to quantify pleasure and pain!)
Intuitively, I assign a positive number to pleasurable experiences, and a negative number to painful experiences:
- pleasurable experience $\rightarrow$ positive number
- painful experience $\rightarrow$ negative number
- greater the magnitude of the number $\rightarrow$ more intense is the pleasure or pain
But... is there anyway to transform this scale into the positive real numbers?
- more painful the experience $\rightarrow$ closer to zero
- more pleasurable the experience $\rightarrow$ larger positive number
That way, I won't need to worry about sign!
The answer mentioned by Good Morning Captain is great! If $U_\text{old}$ was my old utility scale, whose range is the real numbers $\mathbb{R}$, then Captain's transformation:
$$U_\text{new} = f(U_\text{old}) = \begin{cases} \frac{1}{1+|U_\text{old}|} &\text{for } U_\text{old} \leq 0\\ U_\text{old}+1 &\text{for } U_\text{old} > 0 \end{cases}$$
maps negative values of $U_\text{old}$ onto the unit interval $[0,1]$, while mapping the positive values onto $\mathbb{R}^+$.
An even simpler solution would be to just use the exponential transformation:
$$U_\text{new} = \exp(U_\text{old})$$
In both the cases (Captain's function and Exponential function):