Interior Point Polynomial Algorithms in Convex Programming

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The authors describe the first unified theory of polynomial-time interior-point methods. Their approach provides a simple and elegant framework in which all known polynomial-time interior-point methods can be explained and analysed. This approach yields polynomial-time interior-point methods for a wide variety of problems beyond the traditional linear and quadratic programs.