Theory of information and chaos

Written examiations, lectures. solution of exercises.

Ash, R. 1965, Information Theory, Wiley, Dover, New York (1990). - Barabasi A.-L. 2002, Linked: The new Science of Networks, Perseus, Cambridge Massachusetts. - Blum L., Cucker F., Shub M., Smale S. 1998, Complexity and Real Computation, Springer, New York. - Brillouin L. 1956, Science and Information Theory, Academic Press, New York . - Boudourides Μ. Networks (http://nicomedia.math.upatras.gr/courses/mnets) University of Patras. - Cover T.,Thomas J. 1991, Elements of Information Theory, Wiley, New York. - Cox R. 1961, The Algebra of Probable Inference, John Hopkins Press, Baltimore. - Dorogovtsev S., Mendes G. 2003, Evolution of Networks, Oxford Univ. Press, UK. - Epstein R. 1977, The Theory of Gambling and Statistical Logic, Academic Press, London. - Ferguson T. 1997, Mathematical Statistics: a Decision Theoretic Approach, Academic Press. - Frieden R. 2004, Science from Fisher Information: A Unification, Cambridge University Press, Cambridge. - Gheorghe A. 1990, Decision Processes in Dynamic Probabilistic Systems, Kluwer, Dodrecht. - Gleick J. 2011, The Information: A History ,a Theory, a Flood, Pantheon, New York. - Gray R. 1988, Probability, Random Processes and Ergodic Properties, Springer, New York. - Gray R. 1990, Entropy and Information Theory, Springer, New York. - Han, Te Sun 2003, Information-Spectrum Methods in Information Theory, Springer, New York. - Jelinek F. 1968, Probabilistic Information Theory, MacGraw-Hill, New York. - Kay S. 1993, Fundamentals of Statistical Signal Processing: Estimation Theory, Prentice Hall, London. - Kakihara Y. 1999, Abstract Methods in Information Theory, World Scientific, Singapore. - Khinchin A. 1957, Mathematical Foundations of Information Theory, Dover, New York. - Kullback S. 1968, Information Theory and Statistics, Dover, New York. - Levin B. 1982, Statistical Communication Theory and its Applications, Mir, Moscow. - Li M.,Vitanyi P. 1993, An Introduction to Kolmogorov Complexity and its Applications, Springer. New York. - MacKay D. 2003, Information Theory, Inference, and Learning Algorithms, Cambridge, UK. - Pinsker M. 1964, Information and Stability of Random Variables and Processes, Holden-Day, San Francisco. - Renyi A. 1984, A Diary in Information Theory,Wiley, New York. - Shannon C. ,Weaver W. 1949, The Mathematical Theory of Communication, Univ. Illinois Press, Urbana. - Spode Group, Hardwick I. 1996, Decision and Discrete Mathematics, Albion, Chichester, UK. - Whittle W. 2000, Probability via Expectation, 4th ed., Springer, Berlin. - Yanglom A. ,Yanglom I. 1983, Probability and Information, Reidel, Dordrecht.