Information Theory
I started reading Shannon’s A Mathematical Theory of Communication today. Who knew a seminal paper could be this well-written? It is much better for gaining an intuitive view of the subject than the information theory text I picked up earlier. Also, just about every page contains some titillating connection to a field outside of information theory proper; for example, he brings into play the characteristic equation from finite differences, a graph theoretic reformulation of the necessary conditions for a process to be ergodic, and statements about how the amount of redundancy in a language determines the possibility of forming large crossword puzzles. Apparently English has just enough redundancy at 50% to make large crossword puzzles feasible.
Possibly relevant posts:
- Connectedness of the set of feasible
-colorings (2/21/2007) - More lattice stuff (2/18/2005)
- spectral graph theory and two CS applications (5/4/2008)