A divergence function defines a Riemannian metric G and dually coupled affine connections (∇,∇∗) with respect to it in a manifold M. When M is dually flat, a canonical divergence is known, which is uniquely determined from {G,∇,∇∗}. We search for a standard divergence for a general non-flat M. It is introduced by the magnitude of the inverse exponential map, where α = −(1/3) connection plays a fundamental role. The standard divergence is different from the canonical divergence.
CITATION STYLE
Amari, S. I., & Ay, N. (2015). Standard divergence in manifold of dual affine connections. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 9389, pp. 320–325). Springer Verlag. https://doi.org/10.1007/978-3-319-25040-3_35
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