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5. An Inexact Alternating Direction Algorithm for Separable Convex Optimization

An Inexact Alternating Direction Algorithm for Separable Convex Optimization

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：laopoxqq001

【摘 要】

：

　　We will introduce an inexact alternating direction algorithm with variable stepsize for solving separable convex optimization.This algorithm generalizes the

【作 者】

：

ZhangHongchao; 

【机 构】

：

Lousiana State Univ.

【出 处】

：

第八届工业与应用数学国际大会

【发表日期】

：

2015年期

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论文部分内容阅读

　　We will introduce an inexact alternating direction algorithm with variable stepsize for solving separable convex optimization.This algorithm generalizes the Bregman operator splitting algorithm with variable stepsiz(BOSVS)to the multiblock case and allows to solve the convex subproblems to an adaptive accuracy.

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