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Chaotic Multiquenching Annealing Applied to the Protein Folding Problem
Joint Authors
Liñán-García, Ernesto
Frausto-Solís, Juan
Sánchez-Pérez, Mishael
Sánchez-Hernández, Juan Paulo
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-03-20
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
The Chaotic Multiquenching Annealing algorithm (CMQA) is proposed.
CMQA is a new algorithm, which is applied to protein folding problem (PFP).
This algorithm is divided into three phases: (i) multiquenching phase (MQP), (ii) annealing phase (AP), and (iii) dynamical equilibrium phase (DEP).
MQP enforces several stages of quick quenching processes that include chaotic functions.
The chaotic functions can increase the exploration potential of solutions space of PFP.
AP phase implements a simulated annealing algorithm (SA) with an exponential cooling function.
MQP and AP are delimited by different ranges of temperatures; MQP is applied for a range of temperatures which goes from extremely high values to very high values; AP searches for solutions in a range of temperatures from high values to extremely low values.
DEP phase finds the equilibrium in a dynamic way by applying least squares method.
CMQA is tested with several instances of PFP.
American Psychological Association (APA)
Frausto-Solís, Juan& Liñán-García, Ernesto& Sánchez-Pérez, Mishael& Sánchez-Hernández, Juan Paulo. 2014. Chaotic Multiquenching Annealing Applied to the Protein Folding Problem. The Scientific World Journal،Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-1049340
Modern Language Association (MLA)
Frausto-Solís, Juan…[et al.]. Chaotic Multiquenching Annealing Applied to the Protein Folding Problem. The Scientific World Journal No. 2014 (2014), pp.1-11.
https://search.emarefa.net/detail/BIM-1049340
American Medical Association (AMA)
Frausto-Solís, Juan& Liñán-García, Ernesto& Sánchez-Pérez, Mishael& Sánchez-Hernández, Juan Paulo. Chaotic Multiquenching Annealing Applied to the Protein Folding Problem. The Scientific World Journal. 2014. Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-1049340
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1049340