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Based on the maximum entropy (MaxEnt) principle for a generalized entropy functional and the conjugate representations introduced by Zhang, we have reformulated the method of information geometry. For a set… Click to show full abstract
Based on the maximum entropy (MaxEnt) principle for a generalized entropy functional and the conjugate representations introduced by Zhang, we have reformulated the method of information geometry. For a set of conjugate representations, the associated escort expectation is naturally introduced and characterized by the generalized score function which has zero-escort expectation. Furthermore, we show that the escort expectation induces a conformal divergence.
Keywords:
information geometry;
conjugate representations;
geometry;
escort expectation
Journal Title: Entropy
Year Published: 2017
Link to full text (if available)
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Journal Title: Entropy
Year Published: 2017
Link to full text (if available)
Share on Social Media: Sign Up to like & get
recommendations!