A multi-population memetic algorithm for the 3-D protein structure prediction problem

In this paper, we present a knowledge-based memetic algorithm to tackle the three-dimensional protein structure prediction problem without the explicit use of experimentally determined protein structures' templates. Our algorithm proposal was divided into two main prediction steps: (i) solutions sampling and initialization; and (ii) structural models’ optimization coming from the previous stage. The first step generates and classifies several...