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Amino Acid Interaction Network Prediction Using Multi-Objective Optimization

Authors

Md. Shiplu Hawlader1 and Saifuddin Md. Tareeq2, 1University of Asia Pacific, Bangladesh and 2University of Dhaka, Bangladesh

Abstract

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.

Keywords

Protein Structure, Interaction Network, Multi-objective Optimization, Genetic Algorithm, Ant Colony Optimization

Full Text  Volume 4, Number 1