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非线性规划问题的异步并行Newton法

Asynchronous Parallel Newton Methods for Nonlinear Programming
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摘要 文章提出了一种新的求解非线性规划问题的异步并行Newton法,在假设目标函数二阶连续可微且一致凸的条件下,讨论了所设计的异步并行算法的全局收敛性. A class of asynchronous parallel Newton methods are considered in the case when the objective function is uniformly convex and twice continuous differentiable. The global convergence for this class of parallel methods is discussed.
作者 周俊
出处 《太原师范学院学报(自然科学版)》 2009年第1期4-6,共3页 Journal of Taiyuan Normal University:Natural Science Edition
基金 国家自然科学基金资助项目(40572078)
关键词 非线性规划 异步并行 NEWTON法 nonlinear programming asynchronous parallel Newton method
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