[CWuestefeld]

Isn't that just saying "delegate the nonlinear part out to a black box"?

[h0l0cube]

At a glance (1 / (product_age_days * age_scale_constant)) just seems like another factor you can multiply (with the calculation of reciprocal costing more in compute time). Again, I'm more than likely misunderstanding you or lacking the context.