Abstract: In this paper we present a new Monte Carlo Search (MCS) algorithm for finding the ground state energy of proteins in the Hydrophobic-Polar-model (HP model). We also compare it to other MCS algorithms not usually used on the HP model as well as to other approaches and provide an overview of the state of the art algorithms used on the HP model.
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