Ay, NihatNihatAyAmari, Shun'ichiShun'ichiAmari2022-11-152022-11-152015-12-09Entropy 17 (12): 8111-8129 (2015)http://hdl.handle.net/11420/14046A divergence function on a manifold M defines a Riemannian metric g and dually coupled affine connections ∇ and ∇* on M. When M is dually flat, that is flat with respect to ∇ and ∇*, a canonical divergence is known, which is uniquely determined from (M, g, ∇, ∇*). We propose a natural definition of a canonical divergence for a general, not necessarily flat, M by using the geodesic integration of the inverse exponential map. The new definition of a canonical divergence reduces to the known canonical divergence in the case of dual flatness. Finally, we show that the integrability of the inverse exponential map implies the geodesic projection property.en1099-4300Entropy20151281118129MDPICanonical divergenceDualityGeodesic projectionInformation geometryRelative entropyα-divergenceα-geodesicInformatikMathematikA novel approach to canonical divergences within information geometryJournal Article10.3390/e17127866Other