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Mathematical Theory of Entropy - Martin, Nathaniel F. G., and England, James W.
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Originally published in 1981, this excellent treatment of the mathematical theory of entropy gives an accessible exposition of the ways in which this idea has been applied to information theory, ergodic theory, topological dynamics and statistical mechanics. Scientists who want a quick understanding of how entropy is applied in disciplines not their own, or simply desire a better understanding of the mathematical foundation of the entropy function will find this to be a valuable book.

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Mathematical Theory of Entropy 2011, Cambridge University Press, Cambridge

ISBN-13: 9780521177382

Trade paperback

Mathematical Theory of Entropy 1984, Cambridge University Press, Cambridge

ISBN-13: 9780521302326

Hardcover

Mathematical Theory of Entropy 1981, Longman Higher Education, Harlow

ISBN-13: 9780201135114

Paperback