A Metaheuristic Approach to Protein Structure Prediction / Emergence, Complexity and Computation Bd.31 (PDF)

Name: A Metaheuristic Approach to Protein Structure Prediction / Emergence, Complexity and Computation Bd.31
Brand: Springer-Verlag GmbH
SKU: 102833068
Price: 98.99 EUR
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Algorithms and Insights from Fitness Landscape Analysis (Sprache: Englisch)

Autoren: Nanda Dulal Jana , Swagatam Das , Jaya Sil

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A Metaheuristic Approach to Protein Structure Prediction / Emergence, Complexity and Computation Bd.31, Nanda Dulal Jana, Swagatam Das, Jaya Sil

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This book introduces characteristic features of the protein structure prediction (PSP) problem. It focuses on systematic selection and improvement of the most appropriate metaheuristic algorithm to solve the problem based on a fitness landscape analysis,...

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Protein structure prediction is concerned with the question of how to determine the three-dimensional structure of a protein from its primary sequence. Recently a number of successful metaheuristic algorithms have been developed to determine the native structure, which plays an important role in medicine, drug design, and disease prediction.

This interdisciplinary book consolidates the concepts most relevant to protein structure prediction (PSP) through global non-convex optimization. It is intended for graduate students from fields such as computer science, engineering, bioinformatics and as a reference for researchers and practitioners.