Shalizi, Cosma Rohilla; Crutchfield, James P. - Santa Fe Institute - 2000
Computational mechanics is a method for discovering, describing and quantifying patterns, using tools from statistical … summarize the mathematics of computational mechanics, especially recent optimality and uniqueness results. We also expound the … principles and motivations underlying computational mechanics, emphasizing its connections to the minimum description length …