Image Restoration:A Data-Driven Perspective

来源 :第八届工业与应用数学国际大会 | 被引量 : 0次 | 上传用户:shuwenglei
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  We describe progress in linear and mixed-integer programming(MIP)algorithms and software over the last 25 years.As a result of this progress,modern linear programming(LP)codes are now capable of robustly and efficiently solving instances with multiple millions of variables and constraints.With these LP advances as a foundation,MIP then provides a mathematical framework that enables the representation and solution to provable optimality of a wide range of real-world planning and scheduling models,this in spite of the fact that MIP is NP-hard.Describing the remarkable performance improvements in MIP over the last 25 years and the mathematical underpinnings will central to this talk.
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