Modeling complex biological systems: Tackling the parameter curse through evolution

Abstract

In this perspective paper we review a previously published evolutionary model of the lac-operon to argue and demonstrate the importance of using evolutionary methods to derive relevant parameters. We show that by doing so we can debug experimental and modeling artifacts.