A model-based selection mechanism in genetic algorithm.

• Other Authors: Sit, Loi Yuk.
• Format: Others
• Language: English; Chinese
• Published: 2008
• Subjects: Genetic algorithms > Mathematical models; Mathematical optimization
• Online Access: http://library.cuhk.edu.hk/record=b5893771; http://repository.lib.cuhk.edu.hk/en/item/cuhk-326281

Sit, Loi Yuk. === Thesis (M.Phil.)--Chinese University of Hong Kong, 2008. === Includes bibliographical references (leaves 64-65). === Abstracts in English and Chinese. === Abstract --- p.i === Acknowledgement --- p.iii === Chapter 1 --- Introduction --- p.1 === Chapter 2 --- Introduction to Genetic Algorithm --- p.5 === Chapter 2.1 --- The Basic Genetic Algorithm --- p.5 === Chapter 2.1.1 --- Selection Mechanisms --- p.7 === Chapter 2.1.2 --- Variation Operators --- p.8 === Chapter 2.2 --- Implementation of Genetic Algorithm --- p.10 === Chapter 2.3 --- Examples of Combinatorial Optimization --- p.12 === Chapter 2.3.1 --- Max-Cut Problem --- p.12 === Chapter 2.3.2 --- Transportation Problem --- p.15 === Chapter 2.3.3 --- Travelling Salesman Problem --- p.23 === Chapter 3 --- Model Building --- p.27 === Chapter 3.1 --- Introduction --- p.27 === Chapter 3.2 --- Sampling Mechanism --- p.28 === Chapter 3.3 --- Sampling Algorithm --- p.34 === Chapter 3.4 --- Parameters Estimation --- p.35 === Chapter 3.4.1 --- Parameters α and β of f(y) --- p.36 === Chapter 3.4.2 --- "Parameters p of f(z\x1,x2)" --- p.38 === Chapter 4 --- Design and Results of the Simulation Study --- p.40 === Chapter 4.1 --- Introduction --- p.40 === Chapter 4.2 --- Selection Mechanism --- p.41 === Chapter 4.3 --- Choice of Parameters' Values --- p.42 === Chapter 4.4 --- Performance Index --- p.43 === Chapter 4.5 --- Results and Interpretation --- p.48 === Chapter 5 --- Empirical Checking of the Selection Rule --- p.54 === Chapter 5.1 --- Introduction --- p.54 === Chapter 5.2 --- Max-Cut Problem --- p.54 === Chapter 5.3 --- Transportation Problem --- p.56 === Chapter 5.4 --- Travelling Salesman Problem --- p.57 === Chapter 6 --- Conclusion and Discussion --- p.60 === Bibliography --- p.64