A Metaheuristic Approach to Protein Structure Prediction Algorithms and Insights from Fitness Landscape Analysis /

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, rather than on the nature of the problem, whi...

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Bibliographische Detailangaben
1. Verfasser: Jana, Nanda Dulal (VerfasserIn)
Format: Elektronisch E-Book
Sprache:Englisch
Veröffentlicht: Cham : Springer International Publishing, 2018.
Ausgabe:1st ed. 2018.
Schriftenreihe:Emergence, Complexity and Computation, 31
Schlagworte:
Computational intelligence.
Computational complexity.
Artificial intelligence.
Proteins .
ISBN:9783319747750
ISSN:2194-7287 ;
Online-Zugang: Volltext
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Inhaltsangabe:
  • Metaheuristic Protein Structure Prediction-An Overview
  • Related Works
  • Continuous Landscape Analysis using Random Walk Algorithm
  • Landscape Characterization and Algorithms Selection for the PSP Problem
  • The Levy distributed Parameter Adaptive Metaheuristic Algorithm for Protein Structure Prediction
  • Protein Structure Prediction using Improved Variants of Metaheuristic Algorithms
  • Hybrid Metaheuristic Approach for Protein Structure Prediction
  • Conclusions and Future Research.

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