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GMRES算法在新型轻量级网格平台XtremWeb上的实现 被引量:1
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作者 贺海武 王宇 《微电子学与计算机》 CSCD 北大核心 2006年第9期230-232,共3页
通过使用很多数量未利用的空闲计算资源,网格计算可以获得高计算吞吐量。文章介绍通过使用一个新型轻量级网格系统XtremWeb实现一个典型的并行方法GMRES算法。这个全局计算平台,和很多个流行的网格系统一样,利用窃取CPU周期技术,致力于... 通过使用很多数量未利用的空闲计算资源,网格计算可以获得高计算吞吐量。文章介绍通过使用一个新型轻量级网格系统XtremWeb实现一个典型的并行方法GMRES算法。这个全局计算平台,和很多个流行的网格系统一样,利用窃取CPU周期技术,致力于解决多参量一般型应用。一个解决大型非对称线性问题的重要算法GM-RES(m)算法就在这个平台上实现。 展开更多
关键词 网格计算 GMRES算法 XtremWeb 全局计算
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A Nonmonotone Trust Region Method for Solving Symmetric Nonlinear Equations 被引量:3
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作者 YUAN Gong-lin WEI Zeng-xin LU Xi-wen 《Chinese Quarterly Journal of Mathematics》 CSCD 2009年第4期574-584,共11页
A trust region method combining with nonmonotone technique is proposed tor solving symmetric nonlinear equations. The global convergence of the given method will be established under suitable conditions. Numerical res... A trust region method combining with nonmonotone technique is proposed tor solving symmetric nonlinear equations. The global convergence of the given method will be established under suitable conditions. Numerical results show that the method is interesting for the given problems. 展开更多
关键词 trust region method nonlinear equations nonmonotone technique
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Feasible SQP Descent Method for Inequality Constrained Optimization Problems and Its Convergence 被引量:1
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作者 张和平 叶留青 《Chinese Quarterly Journal of Mathematics》 CSCD 2009年第3期469-474,共6页
In this paper,the new SQP feasible descent algorithm for nonlinear constrained optimization problems presented,and under weaker conditions of relative,we proofed the new method still possesses global convergence and i... In this paper,the new SQP feasible descent algorithm for nonlinear constrained optimization problems presented,and under weaker conditions of relative,we proofed the new method still possesses global convergence and its strong convergence.The numerical results illustrate that the new methods are valid. 展开更多
关键词 nonlinearly constrained optimization SQP the generalized projection line search global convergence strong convergence.
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Integrating Tabu Search in Particle Swarm Optimization for the Frequency Assignment Problem 被引量:1
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作者 Houssem Eddine Hadji Malika Babes 《China Communications》 SCIE CSCD 2016年第3期137-155,共19页
In this paper, we address one of the issues in the frequency assignment problem for cellular mobile networks in which we intend to minimize the interference levels when assigning frequencies from a limited frequency s... In this paper, we address one of the issues in the frequency assignment problem for cellular mobile networks in which we intend to minimize the interference levels when assigning frequencies from a limited frequency spectrum. In order to satisfy the increasing demand in such cellular mobile networks, we use a hybrid approach consisting of a Particle Swarm Optimization(PSO) combined with a Tabu Search(TS) algorithm. This approach takes both advantages of PSO efficiency in global optimization and TS in avoiding the premature convergence that would lead PSO to stagnate in a local minimum. Moreover, we propose a new efficient, simple, and inexpensive model for storing and evaluating solution's assignment. The purpose of this model reduces the solution's storage volume as well as the computations required to evaluate thesesolutions in comparison with the classical model. Our simulation results on the most known benchmarking instances prove the effectiveness of our proposed algorithm in comparison with previous related works in terms of convergence rate, the number of iterations, the solution storage volume and the running time required to converge to the optimal solution. 展开更多
关键词 frequency assignment problem particle swarm optimization tabu search convergence acceleration
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