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Solving the Protein Folding Problem with a Bicriterion Genetic Algorithm on the Grid

Abstract : The exploration of potential multidimensional surfaces in protein folding is a non-trivial problem of extreme importance in computational biology. An evolutionary bicriterion grid-enabled protein folding approach is reported, classical molecular mechanics equations being employed for modeling inter-atomic interactions. Afferent computations were distributed on a nation-wide grid - GRID5000. A layered software design composed of dedicated frameworks is adopted due to the highly complex aspects inherent for the underlying volatile and dynamic execution environment. A brief insight on the existing approaches and the mathematical basis describing physical molecular interactions is offered, including derived semi-empirical and purely-empirical models. Introductory multicriterion formalisms enclosing the exposed approach are also presented
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https://hal.inria.fr/hal-00684823
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Submitted on : Tuesday, April 3, 2012 - 11:45:27 AM
Last modification on : Friday, February 4, 2022 - 3:15:17 AM

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Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi, Bernard Toursel. Solving the Protein Folding Problem with a Bicriterion Genetic Algorithm on the Grid. Procedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGRID'06), May 2006, Singapore, Singapore. ⟨10.1109/CCGRID.2006.1630936⟩. ⟨hal-00684823⟩

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