Entropy Optimization Principles With Applications - Rilegato

Kapur, J. N.; Kesavan, H. K.

 
9780123976703: Entropy Optimization Principles With Applications

Sinossi

A senior-level textbook providing a unified conceptual framework for the study of probabilistic systems with its elucidation of three key concepts: Shannon's Information Theory, Jayne's Maximum Entropy Principle, and Kullback's Minimum Cross-Entropy Principle. A wide array of real-world problems and applications are included that establish the usefulness of these methods for any discipline looking at probabilistic systems and information, such as engineering, statistics, economics, and operations research. Annotation copyright Book News, Inc. Portland, Or.

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