Current Proceedings on Technology

Current Proceedings on Technology

Modeling of the Protein Folding Problem Using Distributed Constraint Optimization

Yazarlar: Ionel Muscalagiu, Diana Maria Muscalagiu, Adela Berdie, Manuela Pănoiu

Cilt 3 , Sayı - , 2013 , Sayfalar -

Konular:-

Anahtar Kelimeler:Protein folding,Multi-agent systems,Distributed constraint optimization problem,Netlogo

Özet: The protein folding problem is an important problem in bioinformatics. In this paper we present a new modeling for protein structure prediction, composed by autonomous agents which collaborate in order to find a solution using Distributed Constraint Optimization Problem (DisCOP). Each amino acid of an input protein is viewed as an autonomous agent that communicates with others by transmitting messages. A DisCOP includes a set of variables, each variable is assigned to an agent who has control of its value, and agents must coordinate their choice of values so that a global objective function is optimized. We provide another working example in open-source NetLogo for implementation and simulation of the protein structure prediction using distributed constraints.

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@article{2013, title={Modeling of the Protein Folding Problem Using Distributed Constraint Optimization}, volume={3}, number={0}, publisher={Current Proceedings on Technology }, author={Ionel Muscalagiu, Diana Maria Muscalagiu, Adela Berdie, Manuela Pănoiu}, year={2013} }
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Ionel Muscalagiu, Diana Maria Muscalagiu, Adela Berdie, Manuela Pănoiu. (2013). Modeling of the Protein Folding Problem Using Distributed Constraint Optimization (Vol. 3). Vol. 3. Current Proceedings on Technology .
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Ionel Muscalagiu, Diana Maria Muscalagiu, Adela Berdie, Manuela Pănoiu. Modeling of the Protein Folding Problem Using Distributed Constraint Optimization. no. 0, Current Proceedings on Technology , 2013.
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