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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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Bibliographic Details
Main Authors: Jana, Nanda Dulal, Das, Swagatam (Author), Sil, Jaya (Author)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2018, 2018
Edition:1st ed. 2018
Series:Emergence, Complexity and Computation
Subjects:
Proteins
Computational Intelligence
Applied Dynamical Systems
Artificial Intelligence
Nonlinear Theories
Dynamics
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • 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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