| 基于Matlab的分布式并行优化计算环境 |
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| 引用本文： | 张帆,邵之江,仲卫涛,钱积新.基于Matlab的分布式并行优化计算环境[J].系统仿真学报,2002,14(9):1145-1148,1153. |
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| 作者姓名： | 张帆 邵之江 仲卫涛 钱积新 |
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| 作者单位： | 浙江大学系统工程研究所,杭州,310027 |
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| 基金项目： | 国家自然科学基金(编号:29906010) |
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| 摘 要： | 在对并行计算环境进行深入讨论的基础上，提出了基于Matlab的分布式并行优化计算环境的层次结构，并设计了初始化函数、发送接收任务函数、进行任务函数和回送并综合结果函数四大类的基本并行函数，这些函数都具有大粒度的特点。利用这些基础函数，实现了并行SQP。为伪代码的分析中表明，利用四类基本函数实现分布式并行计算是简单而有效的。
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| 关 键 词： | Matlab 分布式并行优化计算环境 化工过程 机群系统 |
| 文章编号： | 1004-731X(2002)09-1145-04 |
Distributed Parallel Optimization Computation Environment Based on Matlab |
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| ZHANG Fan,SHAO Zhi-jiang,ZHONG Wei-tao,QIAN Ji-xin.Distributed Parallel Optimization Computation Environment Based on Matlab[J].Journal of System Simulation,2002,14(9):1145-1148,1153. |
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| Authors: | ZHANG Fan SHAO Zhi-jiang ZHONG Wei-tao QIAN Ji-xin |
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| Abstract: | A distributed parallel optimization computation environment based on matlab is proposed. After details of parallel computation environment are discussed, the architecture of distributed parallel optimization computation environment is analyzed. Then four kinds of parallel functions are discussed, which include functions of initialization, sending and receiving data, computation, sending and integrating results. A parallel SQP is implemented using these four kinds of functions. Pseudo codes demonstrate the efficiency of this implement. |
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| Keywords: | optimization distributed parallel computation environment cluster of workstations |
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