CSE 713 - Random Graphs: Theory and Applications
Fall 2003
History/Overview/Survey Articles
- N. Alon, Problems and results in
extremal combinatorics, I, Discrete Math., in press.
- N. Alon, Algebraic and probabilistic methods
in Discrete Mathematics, in: "Visions in Mathematics, Towards 2000",
(N. Alon et. al. eds.), Birkhäuser, 2000, pp. 455-470.
- N. Alon, Spectral techniques in graph
algorithms, Lecture Notes in Computer Science 1380 (C. L. Lucchesi and
A. V. Moura, Eds.), Sringer, Berlin, 1998, 206-215.
- N. Alon, Randomness and pseudo-randomness
in Discrete Mathematics, Proc. of the 2 European Congress of Mathematics,
Progress in Mathematics 168 (1998), 1-14.
- Noam Nisan and Amnon Ta-Shma. Extracting
Randomness: A Survey and New Constructions. JCSS 1999
- Amnon Ta-Shma's Dissertation,
Refining Randomness
Hebrew University 1996
- Peter G. Doyle and J. Laurie Snell
Random Walks and Electric
Networks. A probably more up-to-date version is
here
Representative books on Random Graphs, Probability
Theory and applications
- Bella Bolobas, Random Graphs (2nd ed.), Cambridge University
Press, Studies in Advanced Mathematics, #73, September 2001.
- Alon, Noga; Spencer, Joel H. The probabilistic
method. Second edition. Wiley-Interscience Series in Discrete
Mathematics and Optimization. John Wiley & Sons, New York, 2000. xviii+301
pp. ISBN: 0-471-37046-0
- Molloy, Michael; Reed, Bruce Graph colouring and the probabilistic
method. Algorithms and Combinatorics, 23. Springer-Verlag, Berlin,
2002. xiv+326 pp. ISBN: 3-540-42139-4
- Kallenberg, O. Foundations of Modern Probability. New York:
Springer-Verlag, 1997.
- Kemeny, J. G. and Snell, J. L. Finite Markov Chains. New York:
Springer-Verlag, 1976.
- Gamerman, D. Markov Chain Monte Carlo: Stochastic Simulation for Bayesian
Inference. Boca Raton, FL: CRC Press, 1997.
- W. R. Gilks, D. J. Spiegelhalter, Sylvia Richardson, Markov Chain
Monte Carlo in Practice, CRC Press, Feb 1996.
- Rajeev Motwani, Prabhakar Raghavan, Randomized Algorithms,
Cambridge University Press, June 1995.
Some free books