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拉格朗日乘子法是优化问题中常用的方法，但为什么又牵涉到对偶问题，这篇讲义给出了详尽的解答！

Manifold is explained simple, detailed,the text include introduction_to_smooth_manifold，Smooth Maps，The Tangent Bundle，The Cotangent Bundle and Subman