Numerical Tests for Usefulness of Power-Law Formalism Method in Parameter Optimization Problem of Immobilized Enzyme Reaction

JOURNAL OF CHEMICAL ENGINEERING OF JAPAN

Fumihide Shiraishi¹  Hiroyuki Nagasue³  Takahiro Hasegawa² 

[1] Department of Biochemical Engineering and Science, Kyushu Institute of Technology;Department of Systems Engineering, Faculty of Engineering, Shizuoka University;Department of Chemical and Biological Engineering, Sasebo College of Technology

关键词: Power-Law Formalism;    Least Square Method;    Immobilized Enzyme;    Parameters Estimation;    Numerical Calculations;   

DOI  :  10.1252/jcej.33.197

来源: Maruzen Company Ltd

【 摘 要 】

References(15)Cited-By(4)The performances of the power-law formalism method (PLFM) and Newton-Raphson method (NRM) are compared by applying them to a non-linear least square problem for determination of the maximum reaction rate, Vm, and Michaelis constant, Km, in an immobilized enzyme system following Michaelis-Menten kinetics. A detailed numerical investigation indicates that 1) the accuracies of the solutions (Vm and Km) obtained by these two methods are almost the same and very high; 2) however, the rate of convergence in PLFM is higher than that in NRM; and 3) the basin of attraction for PLFM is much wider than that of NRM. Advantages of PLFM are discussed based on the experimental data in the hydrolysis of soluble starch by glucoamylase immobilized on a porous honeycomb monolith. The result suggests that the nonlinear least-square method combined with PLFM is useful for many optimization problems in engineering fields.

【 授权许可】

Unknown