Parameter estimation of tapioca starch hydrolysis process: application of least squares and genetic algorithm

QR Code

Parameter estimation of tapioca starch hydrolysis process: application of least squares and genetic algorithm

The performance of genetic algorithm (GA) in nonlinear kinetic parameter estimation of topiaca starch hydrolysis was studied and compared with Gauss-Newton method. Both methods were employed for determining the model parameters of the modified version of Gonzalez-Tello model. To estimate and validat...

Full description

Bibliographic Details
Main Authors:	Rashid, Roslina, Jamaluddin, Hishamuddin, Saidina Amin, Nor Aishah
Format:	Article
Language:	English
Published:	The Institution of Engineers, Malaysia 2005
Subjects:	T Technology (General)
Online Access:	http://eprints.utm.my/5585/ http://eprints.utm.my/5585/3/RoslinaRashid2005_ParameterEstimationofTapiocaStarch.pdf

Similar Items

Modeling of tapioca starch hydrolysis using neural networks
by: Rashid, Roslina, et al.
Published: (2001)

Empirical and feed forward neural networks models of tapioca starch hydrolysis
by: Rashid, Roslina, et al.
Published: (2006)

Orthogonal least square algorithm and its application for modelling suspension system
by: Ahmad, Robiah, et al.
Published: (2001)

Estimation of upper limb impedance parameters using recursive least square estimator
by: Htoon, Zaw Lay, et al.
Published: (2016)

Comparing least-squares and goal programming estimates of linear regression parameter.
by: Ahmad, Maizah Hura, et al.
Published: (2005)

Least-squares collocation with integer parameters
by: Teunissen, Peter
Published: (2006)

Integer aperture least-squares estimation
by: Teunissen, Peter
Published: (2005)

Least-squares variance component estimation
by: Teunissen, Peter, et al.
Published: (2008)

Reduced Fuzzy Recursive Least-Squares Algorithm For Real Time Estimation
by: Cheah, Kah Wai
Published: (2018)

Confidence limits for Weibull parameters estimated using linear least squares analysis
by: Davies, Ian
Published: (2017)

Unbiased estimation of the Weibull scale parameter using linear least squares analysis
by: Davies, Ian
Published: (2017)

Nonlinear least squares parameter estimation problem using Levenberg-Marquardt method
by: Kaw, Wei Ching, et al.
Published: (2017)

Rank estimators versus least square estimators for estimating the parameters of semiparametric accelerated failure time model
by: Karimi, Mostafa, et al.
Published: (2019)

Variance Component Estimation by the Method of Least-Squares
by: Teunissen, Peter, et al.
Published: (2008)

An optimal property of the integer least-squares estimator
by: Teunissen, Peter
Published: (1999)

Encapsulation of multi-enzymes on waste clay material: preparation, characterization and application for tapioca starch hydrolysis
by: Edama, Nurul Aini, et al.
Published: (2014)

Recursive least square and fuzzy modelling using genetic algorithm for process control application
by: Abdul Rahman, Ribhan Zafira, et al.
Published: (2007)

Adaptive antenna array beamforming using a concatenation of recursive least square and least mean square algorithms
by: Srar, Jalal Abdulsayed
Published: (2011)

Robust Least Square Estimation Of The CRS A465 Robot Arm's Dynamic Model Parameters
by: Azeddien, Kinsheel, et al.
Published: (2012)

Nonlinear least squares
by: Teunissen, Peter
Published: (1990)

Integer least-squares
by: Teunissen, Peter
Published: (2004)

Nonlinearity and Least-Squares.
by: Teunissen, Peter, et al.
Published: (1988)

Estimating weibull parameters using maximum likelihood estimation and ordinary least squares: simulation study and application on meteorological data
by: Mohd Ikbal, Nawal Adlina, et al.
Published: (2022)

Probabilistic Evaluation of the Integer Least-squares and Integer Aperture Estimators
by: Verhagen, S., et al.
Published: (2008)

First and second moments of non-linear least-squares estimators
by: Teunissen, Peter
Published: (1989)

Application of Least-Squares Variance Component Estimation to GPS Observables
by: Amiri-Simkooei, A., et al.
Published: (2009)

Parameter identification of servo-pneumatic position control system utilizing least square estimate (LSE) approach
by: Nur’iffah, Mohamed Azmi
Published: (2009)

Enzymatic hydrolysis of granular native and mildly heat-treated tapioca and sweet potato starches at sub-gelatinization temperature
by: Y. N., Shariffa, et al.
Published: (2009)

Enzymatic hydrolysis of granular native and mildly heat-treated tapioca and sweet potato starches at sub-gelatinization temperature.
by: Yussof, Nor Shariffa, et al.
Published: (2009)

A unit root test based on the modified least squares estimator
by: Wararit Panichkitkosolkul,
Published: (2014)

The distribution of the GPS baseline in case of integer least-squares ambiguity estimation.
by: Teunissen, Peter
Published: (1998)

Derivative estimation of triangular patch by using cubic least square method
by: Awang, Noorehan, et al.
Published: (2016)

Effect of enzyme loading and time on production of sugar from tapioca starch using enzymatic hydrolysis : a statistical approach
by: Ahmad Nahri, Abdul Aziz
Published: (2009)

Effects of pH and temperature on glucose production from tapioca starch using enzymatic hydrolysis : a statistical approach
by: Siti Nor Shadila, Alias
Published: (2009)

An application of genetic algorithm and least squares support vector machine for tracing the transmission loss in deregulated power system
by: M. W., Mustafa, et al.
Published: (2011)

Application of native and phosphorylated tapioca starches in potato starch noodle
by: Muhammad, Kharidah, et al.
Published: (1999)

Modified BPNN via iterated least median squares, particle Swarm optimization and firefly algorithm
by: Md. Ghani, Nor Azura, et al.
Published: (2017)

Estimation of the design elements of horizontal alignment by the method of least squares/Jalina Rabi
by: Rabi, Jalina
Published: (2006)

Analysis of partial least square estimation process and control of distillation column process
by: Nurul Hamizah, Baharan
Published: (2006)

Software development for real time data capturing and least square estimation analysis
by: Abbas, Mohd. Azwan, et al.
Published: (2005)