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Top Ranked Papers of 2011 on Intelligent Agents | MP

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MP
2011

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An interior-point piecewise linear penalty method for nonlinear programming

12 years 7 months ago

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We present an interior-point penalty method for nonlinear programming (NLP), where the merit function consists of a piecewise linear penalty function (PLPF) and an 2-penalty functi...

Lifeng Chen, Donald Goldfarb

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MP
2011

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Fixed point and Bregman iterative methods for matrix rank minimization

12 years 7 months ago

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Shiqian Ma, Donald Goldfarb, Lifeng Chen

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MP
2011

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Lifting for conic mixed-integer programming

12 years 11 months ago

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Lifting is a procedure for deriving valid inequalities for mixed-integer sets from valid inequalities for suitable restrictions of those sets. Lifting has been shown to be very e�...

Alper Atamtürk, Vishnu Narayanan

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MP
2011

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Statistical ranking and combinatorial Hodge theory

12 years 11 months ago

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We propose a number of techniques for obtaining a global ranking from data that may be incomplete and imbalanced — characteristics that are almost universal to modern datasets co...

Xiaoye Jiang, Lek-Heng Lim, Yuan Yao, Yinyu Ye

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MP
2011

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Necessary global optimality conditions for nonlinear programming problems with polynomial constraints

12 years 11 months ago