
arXiv: 1607.02259
The notion of Bregman divergence and sufficiency will be defined on general convex state spaces. It is demonstrated that only spectral sets can have a Bregman divergence that satisfies a sufficiency condition. Positive elements with trace 1 in a Jordan algebra are examples of spectral sets, and the most important example is the set of density matrices with complex entries. It is conjectured that information theoretic considerations lead directly to the notion of Jordan algebra under some regularity conditions.
FOS: Computer and information sciences, Computer Science - Information Theory, Information Theory (cs.IT), FOS: Physical sciences, Mathematical Physics (math-ph), Mathematical Physics, 81P16, 94A17
FOS: Computer and information sciences, Computer Science - Information Theory, Information Theory (cs.IT), FOS: Physical sciences, Mathematical Physics (math-ph), Mathematical Physics, 81P16, 94A17
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