Optimization on Manifold
In this topic, we develop algorithms for optimization on manifolds. Such problems arise when we solve an optimization problem with constraint, where the constrait is a smooth manifold. For example, constraint set can be set of orthogonal matrices, set of positive definite matrices, set of fixed rank matrices, etc.
