Metaheuristic Approach to Protein Structure Prediction : Algorithms and Insights from Fitness Landscape Analysis
Language: English
Published by Springer, 2018
Series: Book 30 of 47 - Emergence, Complexity and Computation
- Softcover
- New
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- Title
- Metaheuristic Approach to Protein Structure Prediction : Algorithms and Insights from Fitness Landscape Analysis
- Author
- Jana, Nanda Dulal; Das, Swagatam; Sil, Jaya
- Publisher
- Springer
- Publication year
- 2018
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 3030090752
- ISBN 13
- 9783030090753
- Series
- Book 30 of 47: Emergence, Complexity and Computation
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.
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