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Published in:
2018 | OriginalPaper | Chapter
6. Protein Structure Prediction Using Improved Variants of Metaheuristic Algorithms
Authors : Nanda Dulal Jana, Swagatam Das, Jaya Sil
Published in: A Metaheuristic Approach to Protein Structure Prediction
Publisher: Springer International Publishing
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Abstract
This chapter introduces four schemes for protein structure prediction (PSP) based on 2D and 3D AB off-lattice model. The proposed methods are based on the modified versions of the classical PSO, BA, BBO and HS algorithms, providing an improved solution using different strategies. The strategies are developed in order to find global minimum energy value over the multi-modal landscape structure of the PSP problem. The performance of the proposed methods are extensively compared with the algorithms which are applied to the PSP problem over a test suite of several artificial and real-life protein instances.