Parameter estimation of microbial models using hybrid optimization methods

Development of biological models is essential as it represents and predicts complex processes within microbial cells. These models are formed by mathematical formulations that depend heavily on a set of parameters whose accuracy is often influenced by noisy and incomplete experimental data. This stu...

Full description

Bibliographic Details
Main Author:	Abdullah, Afnizanfaizal
Format:	Thesis
Language:	English
Published:	2013
Subjects:	QA Mathematics
Online Access:	http://eprints.utm.my/35875/1/AfnizanfaizalAbdullahPFC2013.pdf

Similar Items

Parameter estimation using least square method
by: Zamzuri, Hairi
Published: (2001)

Hybrid taguchi glowworm optimization algorithm for optimization of cutting parameters
by: Zainal, Nurezayana
Published: (2014)

Parameter estimation of box-jenkins model using genetic algorithm
by: Rusdi, Nur'afifah
Published: (2013)

Parameters estimation for a mechanistic model of high dose irradiation damages using nelder-mead simplex and particle swarm optimization
by: Mohd. Amirrudin, Nabil Haazim
Published: (2020)

Modified two-step method for stochastic differential equation's parameter estimation
by: Md. Lazim, Nur Hashida
Published: (2017)

Parameter estimation methods for non-stationary data using L-moments and TL-moments approaches
by: Mat Jan, Nur Amalina
Published: (2021)

An improved two-step method in stochastic differential equation's structural parameter estimation
by: Abd. Rahman, Haliza
Published: (2013)

Parameter estimations and copula methods for burr type III and type XII distributions
by: Ismail, Nor Hidayah
Published: (2014)

Optimization of dynamical system using continuous-time dynamic integrated system optimization and parameter estimation (DISOPE) algorithm and its implementation in MATLAB
by: Ng, Hai Yan
Published: (2001)

Parameter estimation and outlier detection for some types of circular model
by: Siti Zanariah, Satari
Published: (2015)

Central double cross-validation for estimating parameters in regression models
by: Chye, Rou Shi
Published: (2016)

Integrated optimal control and parameter estimation algorithms for discrete-time nonlinear stochastic dynamical systems
by: Kek, Sie Long
Published: (2011)

Optimal Designs Of The Double Sampling X Chart Based On Parameter Estimation
by: Teoh, Wei Lin
Published: (2013)

Optimal Designs Of The Double Sampling X Chart Based On Parameter Estimation
by: Teoh, Wei Lin
Published: (2013)

New approaches in estimating linear regression model parameters in the presence of multicollinearity and outliers
by: Al-Mash, Mohammad Sabry Abo
Published: (2017)

Simultaneous computation of model order and parameter estimation based on particle swarm optimisation for autoregressive with exogenous model
by: Jahaya, Junainah
Published: (2013)

State and parameter estimation of a rotational inverted pendulum
by: Mahalleh, Vahid Bahtaj Siakal
Published: (2013)

Application of fuzzy statistics for estimation of parameters and hypothesis testing
by: Abd. Jalil, Nur Adilah
Published: (2008)

Parameter estimation for generalized extreme value distribution of extreme rainfall in Johor
by: Nazmi, Nurhazimah
Published: (2014)

Parameter estimation for generalized extreme value and generalized pareto in extreme rainfall analysis
by: Lim, Qi Su
Published: (2014)

Multi-objective optimization of PID controller parameters using genetic algorithm
by: Rani, Mohd. Rahairi
Published: (2012)

Estimation Of Weibull Parameters Using Simulated Annealing As Applied In Financial Data
by: Hamza, Abubakar
Published: (2023)

Efficient Model Selectionn Through Standard Operating Procedure Using Hybrid Of Sparse And Robust Estimators
by: Javaid, Anam
Published: (2020)

Optimization of rain gauge network in Johor using hybrid particle swarm optimization and simulated annealing
by: Mohd. Aziz, Mohd. Khairul Bazli
Published: (2017)

Efficiency of subgradient method in solving nonsmootth optimization problems
by: Abdullah, Nur Azira
Published: (2014)

Software defect prediction framework based on hybrid metaheuristic optimization methods
by: Wahono, Romi Satria
Published: (2015)

The comparison of image manifold method and volume estimation method in constructing 3D brain tumor image
by: Abdul Wahab, Shamshiyatulbaqiyah
Published: (2014)

Robust detection measures and robust parameter estimation methods in circular univariate and simple circular regression model
by: Mahmood, Ehab Abdulsalam
Published: (2017)

Control Charts With Estimated Process Parameters And A Proposed Coefficient Of Variation Chart
by: You , Huay Woon
Published: (2015)

Modelling of crude oil prices using hybrid arima-garch model
by: Hashim, Napishah
Published: (2015)

A robust estimation method of location and scale with application in monitoring process variability
by: Mohd. Salleh, Rohayu
Published: (2013)

Global optimization using homotopy with 2-step predictor-corrector method
by: Kerk, Lee Chang
Published: (2014)

Bootstrap Methods To Evaluate The Efficiency Of The Estimators Of The Spatial Unilateral AR(1,1) Model
by: Siregar, Latifah Rahayu
Published: (2011)

Modelling of multiple constraints portfolio optimization using modified particle swarm optimization
by: Zaheer, Kashif
Published: (2020)

Sizing optimization of hybrid photovoltaic-wind-battery system towards zero energy building using genetic algorithm
by: Bong, Julies Shu Ai
Published: (2017)

High performance simulation of drug release model and mass transport model by using hybrid platform
by: Ali, Akhtar
Published: (2018)

Hybrid artificial bee colony and flower pollination algorithm for grid-based optimal pathfinding
by: Sabri, Aimi Najwa
Published: (2019)

Trust-region based methods for unconstrained global optimization
by: Kerk, Lee Chang
Published: (2019)

Modelling and forecasting flight delay at Kuala Lumpur International Airport using hybrid arima-garch model
by: Zulkeflee, Ilya Farhana
Published: (2019)

Modeling Of Curves And Surfaces Using Ght-Bernstein Basis Functions And Using Optimization Methods To Construct Developable Surfaces
by: Bibi, Samia
Published: (2024)