The formalism for this is Kolmogorov Complexity and Occam's Razor. I also believe that we also value Sophistication, which is at least a partial driver of the

The formalism for this is Kolmogorov Complexity and Occam's Razor. I also believe that we also value Sophistication, which is at least a partial driver of the interest in string theory, with less free parameters.