Convex optimization download

  • Algorithms for Convex Optimization

    Gradient Descent.Mirror Descent.Multiplicative Weight Update Method.Accelerated Gradient Descent.Newton's Method.Interior Point Methods.Cutting Plane and Ellipsoid Methods.
  • A convex set is a collection of points in which the line AB connecting any two points A, B in the set lies completely within the set.
This book is about convex optimization, a special class of mathematical optimiza- tion problems, which includes least-squares and linear programming 

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