\contentsline {section}{Measuring complexity}{5}{section*.1}
\contentsline {section}{Some probability ideas}{9}{section*.2}
\contentsline {section}{Basics of information theory}{15}{section*.3}
\contentsline {section}{Some entropy theory}{22}{section*.4}
\contentsline {section}{The Gibbs inequality}{28}{section*.5}
\contentsline {section}{A simple physical example (gases)}{36}{section*.6}
\contentsline {section}{Shannon's communication theory}{47}{section*.7}
\contentsline {section}{Application to Biology (genomes)}{63}{section*.8}
\contentsline {section}{Some other measures}{79}{section*.9}
\contentsline {section}{Some additional material}{}{}
\contentsline {section}{Examples using Bayes' Theorem}{87}{section*.10}
\contentsline {section}{Analog channels}{103}{section*.11}
\contentsline {section}{A Maximum Entropy Principle}{108}{section*.12}
\contentsline {section}{Application: Economics I}{111}{section*.13}
\contentsline {section}{Application: Economics II}{117}{section*.14}
\contentsline {section}{Application to Physics (lasers)}{124}{section*.15}
\contentsline {section}{Kullback-Leibler information measure}{129}{section*.16}
\contentsline {section}{References}{135}{section*.17}