Chan David., Thesis (M.Phil.)--Chinese University of Hong Kong, 2000., Includes bibliographical references (leaves [73]-76)., s in English and Chinese., p.i, Acknowledgement --- p.ii, Contents --- p.iii, List of Figures --- p.vi, List of Tables --- p.viii, Chapter Chapter 1. --- Introduction --- p.1, Chapter Chapter 2. --- Relaxation Phenomena --- p.8, Chapter 2.1 --- Introduction --- p.8, Chapter 2.2 --- Relaxation Phenomena --- p.8, Chapter 2.3 --- Ising Model as an Example --- p.9, Chapter 2.3.1 --- Monte Carlo Simulation --- p.10, Chapter 2.3.2 --- Transition Matrix Method --- p.11, Chapter 2.3.3 --- Results and Comparison --- p.13, Chapter 2.4 --- Conclusion --- p.17, Chapter Chapter 3. --- Stochastic Processes --- p.18, Chapter 3.1 --- Introduction --- p.18, Chapter 3.2 --- Stochastic Processes --- p.18, Chapter 3.3 --- Markov Processes and Markov Chains --- p.19, Chapter 3.4 --- Transition Matrix --- p.20, Chapter 3.5 --- Detailed Balance Condition --- p.21, Chapter 3.5.1 --- Weaker Balance Condition --- p.22, Chapter 3.6 --- Ergodicity --- p.22, Chapter 3.7 --- Conclusion --- p.23, Chapter Chapter 4. --- Master Equation --- p.24, Chapter 4.1 --- Introduction --- p.24, Chapter 4.2 --- Master Equation --- p.24, Chapter 4.3 --- Properties of the Transition Matrix W --- p.25, Chapter 4.4 --- Eigenvalue Equation --- p.26, Chapter 4.5 --- Relaxation Time --- p.28, Chapter 4.6 --- Properties of Eigenvalues and Eigenvectors --- p.29, Chapter 4.7 --- Power Method --- p.32, Chapter 4.7.1 --- Power Method for λx --- p.33, Chapter 4.7.2 --- Power Method for λx --- p.35, Chapter 4.7.3 --- Power Method for λ2 of W --- p.38, Chapter 4.8 --- Conclusion --- p.39, Chapter Chapter 5. --- Decimation --- p.40, Chapter 5.1 --- Introduction --- p.40, Chapter 5.2 --- Method of Decimation --- p.40, Chapter 5.2.1 --- Exact Formalism --- p.42, Chapter 5.2.2 --- Iterative Formalism --- p.44, Chapter 5.2.3 --- Approximate Formalism --- p.46, Chapter 5.3 --- Decimation as an Effective Master Equation --- p.46, Chapter 5.4 --- One Dimensional Energy Landscape --- p.47, Chapter 5.5 --- Conclusion --- p.58, Chapter Chapter 6. --- Mean Field Theory --- p.59, Chapter 6.1 --- Introduction --- p.59, Chapter 6.2 --- Toy Model A --- p.59, Chapter 6.3 --- Toy Model B --- p.61, Chapter 6.4 --- Mean Field Theory : a Lower Bound of Relaxation Time --- p.62, Chapter 6.5 --- Mean Field Theory with the Decimation Formalism --- p.62, Chapter 6.6 --- Mean Field Theory with Fluctuations --- p.63, Chapter 6.6.1 --- Fluctuation Phenomena with the Decimation Formalism --- p.67, Chapter 6.7 --- Conclusion --- p.69, Chapter Chapter 7. --- Conclusion --- p.70, Bibliography --- p.73, http://library.cuhk.edu.hk/record=b5890500, 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/)