This lecture covers the concept of smooth maps on manifolds, defining functions, tangent spaces, smooth extensions, and differentials of maps between manifolds. It also discusses embedded submanifolds and their properties.
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We develop, analyze and implement numerical algorithms to solve optimization problems of the form min f(x) where x is a point on a smooth manifold. To this end, we first study differential and Riemann