Manifold optimization is ubiquitous in computational and appliedmathematics,statistics,engineering,machine learning,physics,chemistry,*** of the main challenges usually is the non-convexity of the manifold *** utilizi...
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Manifold optimization is ubiquitous in computational and appliedmathematics,statistics,engineering,machine learning,physics,chemistry,*** of the main challenges usually is the non-convexity of the manifold *** utilizing the geometry of manifold,a large class of constrained optimization problems can be viewed as unconstrained optimization problems on *** this perspective,intrinsic structures,optimality conditions and numerical algorithms for manifold optimization are *** recent progress on the theoretical results of manifold optimization is also presented.
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