The Kelly Criterion is the subject of an absolutely incredible book by William Poundstone called "Fortune's Formula".
In the course of discussing the formula, the book takes you through the birth of the MIT blackjack team, the genesis of statistical arbitrage, and mini biographies of people like Claude Shannon and Ed Thorpe. I can't recommend it highly enough.