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西蒙弗雷泽大学的Zhaosong Lv(吕召松)教授学术报告通知
发布时间 : 2013-12-23     点击量:

        应gg999策略手机白菜邀请,西蒙弗雷泽大学的Zhaosong Lv(吕召松)教授为我院师生作学术报告。
        报告题目:Randomized Block Coordinate Gradient Methods for a Class of Nonlinear Programming
        报告时间:2013-12-25 上午10:00
        报告地点:理 科 楼202

        摘要:In this talk we discuss randomized block coordinate gradient (RBCG) methods for minimizing the sum of two functions in which one of them is block separable. In particular, we present new iteration complexity results for these methods when applied to convex optimization problems. We also propose nonmonotone RBCG methods for solving a class of nonconvex problems with the above structure, and establish their global convergence and iteration complexity. Finally, we present new complexity results for the accelerated RBCG method proposed by Nesterov for solving unconstrained convex optimization problems.

        欢迎感兴趣的师生参加! 

 

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