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引入多Agent协商的协同优化在卫星设计中的应用

董云峰 卫晓娜 郝朝

董云峰, 卫晓娜, 郝朝等 . 引入多Agent协商的协同优化在卫星设计中的应用[J]. 北京航空航天大学学报, 2016, 42(5): 1055-1064. doi: 10.13700/j.bh.1001-5965.2015.0640
引用本文: 董云峰, 卫晓娜, 郝朝等 . 引入多Agent协商的协同优化在卫星设计中的应用[J]. 北京航空航天大学学报, 2016, 42(5): 1055-1064. doi: 10.13700/j.bh.1001-5965.2015.0640
DONG Yunfeng, WEI Xiaona, HAO Zhaoet al. A multi-Agent negotiation based collaborative optimization application in satellite design[J]. Journal of Beijing University of Aeronautics and Astronautics, 2016, 42(5): 1055-1064. doi: 10.13700/j.bh.1001-5965.2015.0640(in Chinese)
Citation: DONG Yunfeng, WEI Xiaona, HAO Zhaoet al. A multi-Agent negotiation based collaborative optimization application in satellite design[J]. Journal of Beijing University of Aeronautics and Astronautics, 2016, 42(5): 1055-1064. doi: 10.13700/j.bh.1001-5965.2015.0640(in Chinese)

引入多Agent协商的协同优化在卫星设计中的应用

doi: 10.13700/j.bh.1001-5965.2015.0640
基金项目: 国防"973"计划(613237)
详细信息
    作者简介:

    董云峰 男,博士,教授,博士生导师。主要研究方向:航天器总体设计技术、航天器动力学与控制技术、飞行器动态模拟技术。Tel.:010-82338880 E-mail:sinosat@buaa.edu.cn;卫晓娜 女,博士研究生。主要研究方向:数字卫星仿真、卫星总体设计。E-mail:xnwei@buaa.edu.cn;郝朝 男,硕士,助理工程师。主要研究方向:试飞遥测与监控。

    通讯作者:

    董云峰,Tel.:010-82338880 E-mail:sinosat@buaa.edu.cn

  • 中图分类号: V412.4

A multi-Agent negotiation based collaborative optimization application in satellite design

  • 摘要: 卫星设计是复杂的多学科优化问题,协同优化算法具有模块化特点适合于处理多学科优化问题。在对卫星进行多学科优化时发现,现有的协同优化算法为了保证共享变量在系统级和分系统级间的一致性,收敛困难,计算量大,不对分系统自身进行优化不能保证卫星整体性能最优。本文通过引入Agent概念和基于Agent的协商算法,提出了一种基于劝说式多Agent协商的协同优化设计算法。针对对地观测卫星,以总质量最小为目标,建立了包含结构、轨道控制、姿态控制和电源4个分系统Agent和1个系统级Agent的卫星优化设计模型并进行了协同优化设计。研究结果表明:引入Agent协商算法的协同优化算法,可以保证共享变量的一致性;在协同优化算法中增加分系统自身优化模块,可以保证在系统级优化过程中各分系统一直都是最优的。

     

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出版历程
  • 收稿日期:  2015-09-28
  • 刊出日期:  2016-05-20

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