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Protein can be represented by amino acid interaction network. This network is a graph whose
vertices are the proteins amino acids and whose edges are the interactions between them. This
interaction network is the first step of proteins three-dimensional structure prediction. In this
paper we present a multi-objective evolutionary algorithm for interaction prediction and ant
colony probabilistic optimization algorithm is used to confirm the interaction.