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分布式流言push-sum无梯度算法
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作者 李德权 王孝梅 马驰 《武汉科技大学学报》 北大核心 2017年第6期472-477,共6页
研究多个体网络中所有个体目标函数之和最小值问题,其中每个个体仅知其自身目标函数且仅可与其邻居个体交互信息。鉴于个体目标函数通常非光滑,同时个体间单变量信息通信有一定局限性,本文提出一种分布式流言push-sum无梯度算法求解此... 研究多个体网络中所有个体目标函数之和最小值问题,其中每个个体仅知其自身目标函数且仅可与其邻居个体交互信息。鉴于个体目标函数通常非光滑,同时个体间单变量信息通信有一定局限性,本文提出一种分布式流言push-sum无梯度算法求解此优化问题。假设每个个体都具有一个服从泊松分布的控制时钟,时钟的每次转动表示随机选择的个体之间进行信息更新。进一步地,在网络连通条件下证明了所提算法的收敛性。数值仿真结果表明,与现有的分布式流言无梯度优化算法相比,本文算法具有更快的收敛速度。 展开更多
关键词 多个体网络 网络优化 分布式优化 流言算法 push-sum算法 无梯度算法
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基于P2P的流媒体分发关键技术研究 被引量:3
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作者 王爽 陈亚霖 李绍滋 《河南大学学报(自然科学版)》 CAS 北大核心 2008年第2期206-209,共4页
设计一个基于P2P覆盖网的流媒体分发方案,该方案采用Gossip算法进行节点间信息的传递.仿真实验结果显示,有效的成员管理、伙伴管理和调度管理实现了流媒体内容实时、持续的分发,在动态变化的用户环境下表现较优.
关键词 流言算法 对等网络 流媒体分发
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Prediction of preferential fluid flow in porous structures based on topological network models: Algorithm and experimental validation 被引量:2
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作者 JU Yang LIU Peng +3 位作者 ZHANG DongShuang DONG JiaBin RANJITH P.G. CHANG Chun 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2018年第8期1217-1227,共11页
The understanding and prediction of preferential fluid flow in porous media have attracted considerable attention in various engineering fields because of the implications of such flows in leading to a non-equilibrium... The understanding and prediction of preferential fluid flow in porous media have attracted considerable attention in various engineering fields because of the implications of such flows in leading to a non-equilibrium fluid flow in the subsurface. In this study, a novel algorithm is proposed to predict preferential flow paths based on the topologically equivalent network of a porous structure and the flow resistance of flow paths. The equivalent flow network was constructed using Poiseuille's law and the maximal inscribed sphere algorithm. The flow resistance of each path was then determined based on Darcy's law. It was determined that fluid tends to follow paths with lower flow resistance. A computer program was developed and applied to an actual porous structure. To validate the algorithm and program, we tested and recorded two-dimensional(2 D) water flow using an ablated Perspex sheet featuring the same porous structure investigated using the analytical calculations. The results show that the measured preferential flow paths are consistent with the predictions. 展开更多
关键词 preferential flow porous structure topological networks flow resistance Darcy's law experimental validation
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