The Resource A Metaheuristic Approach to Protein Structure Prediction : Algorithms and Insights from Fitness Landscape Analysis, by Nanda Dulal Jana, Swagatam Das, Jaya Sil, (electronic resource)

A Metaheuristic Approach to Protein Structure Prediction : Algorithms and Insights from Fitness Landscape Analysis, by Nanda Dulal Jana, Swagatam Das, Jaya Sil, (electronic resource)

Label
A Metaheuristic Approach to Protein Structure Prediction : Algorithms and Insights from Fitness Landscape Analysis
Title
A Metaheuristic Approach to Protein Structure Prediction
Title remainder
Algorithms and Insights from Fitness Landscape Analysis
Statement of responsibility
by Nanda Dulal Jana, Swagatam Das, Jaya Sil
Creator
Contributor
Author
Provider
Subject
Language
eng
Summary
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, which was the focus of methodologies in the past. 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
Member of
http://library.link/vocab/creatorName
Jana, Nanda Dulal
Image bit depth
0
LC call number
Q342
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Das, Swagatam.
  • Sil, Jaya.
  • SpringerLink
Series statement
Emergence, Complexity and Computation,
Series volume
31
http://library.link/vocab/subjectName
  • Engineering
  • Artificial intelligence
  • Proteins
  • Computational intelligence
  • Computational complexity
  • Engineering
  • Computational Intelligence
  • Complexity
  • Artificial Intelligence (incl. Robotics)
  • Protein Structure
Label
A Metaheuristic Approach to Protein Structure Prediction : Algorithms and Insights from Fitness Landscape Analysis, by Nanda Dulal Jana, Swagatam Das, Jaya Sil, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
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
Dimensions
unknown
Extent
XXIX, 220 p. 59 illus., 54 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319747750
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-74775-0
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-74775-0
Label
A Metaheuristic Approach to Protein Structure Prediction : Algorithms and Insights from Fitness Landscape Analysis, by Nanda Dulal Jana, Swagatam Das, Jaya Sil, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
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
Dimensions
unknown
Extent
XXIX, 220 p. 59 illus., 54 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319747750
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-74775-0
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-74775-0

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