Ir al contenido

Documat


Simulation of fermentation pathway using bees algorithm

  • LEONG, Yi Ying [1] ; CHONG, Chuii Khim [1] ; CHAI, Lian En [1] ; DERIS, Safaai [1] ; ILLIAS, Rosli [1] ; OMATU, Sigeru [2] ; MOHAMAD, Mohd Saberi [1]
    1. [1] University of Technology Malaysia

      University of Technology Malaysia

      Malasia

    2. [2] Osaka Institute of Technology

      Osaka Institute of Technology

      Kita Ku, Japón

  • Localización: ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal, ISSN-e 2255-2863, Vol. 1, Nº. 2, 2012, págs. 13-19
  • Idioma: inglés
  • Enlaces
  • Resumen
    • In this paper, we propose Bees Algorithm (BA) to enhance the performance in estimating the parameters for metabolic pathway data to simulate fermentation pathway for Saccharomyces cerevisiae. However, the parameter estimation of biological processes has always been a challenging task due to the complexity and nonlinear equations. Therefore, we present this algorithm as a new approach for parameter estimation for biological interactions to obtain more accurate parameter values. The result shows that BA outperforms other estimation algorithms as it produces the most accurate kinetic parameters, which contributes to the precision of simulated kinetic model.

  • Referencias bibliográficas
    • Albert, S.R., Curto, R., Cascante, M., Comparative Characterization of the Fermentation Pathway of Saccharomyces cerevisiae Using Biochemical...
    • Chou, I.C., Eberhard, O.V., Recent developments in parameter estimation and structure identification of biochemical and genomic systems, Mathematical...
    • Gonzalez, O.R., Küper C., Kirsten, J., Naval, P.C., Mendoza, E., Parameter estimation using Simulated Annealing for S-system models of biochemical...
    • Liu, Y., Kevin, M.P., Computer simulation of biological systems, Molecular and Cellular Biochemistry 73 (2000) 91-98.
    • Ozbakir, L., Baykasog, A. Tapkan, P., Bees algorithm for generalized assignment problem, Applied Mathematics and Computation 215(11) (2010)...
    • Pham, D. T., Eldukhri, E. E., Soroka, A. J., Intelligent production machines and systems, in Intelligent Production Machines and Systems,...
    • Wang, F.S., Sheu, J.W.,Multiobjective parameter estimation problems of fermentation processes using a high ethanol tolerance yeast’, Chemical...
    • Zhou, J.Y., Yockman, J.W., Sung, W.K., Steven E.K., Intracellular Kinetics of Non-Viral Gene Delivery Using Polyethylenimine Carriers, Pharmaceutical...

Fundación Dialnet

Mi Documat

Opciones de artículo

Opciones de compartir

Opciones de entorno