by Leung Wing Chung. / Thesis (M.Phil.)--Chinese University of Hong Kong, 1998. / Includes bibliographical references (leaves 67-68). / Abstract also in Chinese. / Chapter 1 --- Background and Modelling --- p.5 / Chapter 1.1 --- Treatment of Cancer --- p.5 / Chapter 1.2 --- Tumour Growth Model ´ؤ Gompertz Model --- p.5 / Chapter 1.3 --- Drug Concentration and Drug Effects --- p.7 / Chapter 1.3.1 --- Drug Effects on Tumour Cells --- p.9 / Chapter 1.3.2 --- "Drug Effects with Different Values of λG,k, vth" --- p.9 / Chapter 1.4 --- Constraints on the Gompertz Model --- p.11 / Chapter 2 --- Minimization on the Gompertz Model --- p.12 / Chapter 2.1 --- Mathematical Modelling on the Gompertz Model --- p.12 / Chapter 2.1.1 --- Constraints Transformation --- p.13 / Chapter 2.2 --- Simplified Minimization Problem --- p.15 / Chapter 2.2.1 --- Avoiding Non-Minimal Stationary Points --- p.16 / Chapter 2.2.2 --- The Final Minimization Problem --- p.23 / Chapter 2.2.3 --- Existence of Optimal Solutions --- p.24 / Chapter 2.3 --- Gradients of the Objective Function and the Constraints --- p.25 / Chapter 2.3.1 --- First Derivatives --- p.25 / Chapter 2.3.2 --- Second Derivatives --- p.29 / Chapter 3 --- Numerical Methods for Minimization Problems --- p.31 / Chapter 3.1 --- Lagrangian Multiplier Method --- p.32 / Chapter 3.1.1 --- Kuhn-Tucker Condition --- p.33 / Chapter 3.1.2 --- Model Augmented Lagrangian Algorithm --- p.34 / Chapter 3.1.3 --- Armijo Algorithm --- p.36 / Chapter 3.1.4 --- Modified Augmented Lagrangian Algorithm --- p.40 / Chapter 3.2 --- Data on the Gompertz Model --- p.42 / Chapter 3.2.1 --- Optimality of Solutions --- p.42 / Chapter 3.3 --- Numerical Results --- p.45 / Chapter 3.4 --- Well-Conditioned Penalty Function Method for Constrained Optimization --- p.56 / Chapter 3.5 --- Discussion --- p.64 / Chapter 3.5.1 --- Model Augmented Lagrangian Algorithm and Modified Augmented Lagrangian Algorithm --- p.65 / Chapter 3.5.2 --- Modified Augmented Lagrangian Algorithm and Penalty Function Algorithm --- p.65 / Bibliography
| Identifer | oai:union.ndltd.org:cuhk.edu.hk/oai:cuhk-dr:cuhk_322272 |
| Date | January 1998 |
| Contributors | Leung, Wing Chung., Chinese University of Hong Kong Graduate School. Division of Mathematics. |
| Source Sets | The Chinese University of Hong Kong |
| Language | English, Chinese |
| Detected Language | English |
| Type | Text, bibliography |
| Format | print, 68 leaves : ill. ; 30 cm. |
| Rights | Use of this resource is governed by the terms and conditions of the Creative Commons “Attribution-NonCommercial-NoDerivatives 4.0 International” License (http://creativecommons.org/licenses/by-nc-nd/4.0/) |
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