测绘学报

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附不等式约束平差的一种简单迭代算法

朱建军1,谢建2   

  1. 1. 中南大学地球科学与信息物理学院信息物理工程学院
    2. 中南大学信息物理工程学院
  • 收稿日期:2010-06-02 修回日期:2010-09-27 出版日期:2011-04-25 发布日期:2011-04-25
  • 通讯作者: 谢建

A Simple Iterative Algorithm for Inequality Constrained Adjustment

Jianjun Zhu 1,   

  • Received:2010-06-02 Revised:2010-09-27 Online:2011-04-25 Published:2011-04-25

摘要: 不等式约束平差模型能以相对模糊的方式来描述大地测量中的先验信息,改善平差结果,从而在GPS数据处理等方面得到广泛的应用。但以往的方法大多都是借鉴最优化理论成果,与经典平差理论相去甚远。本文基于最优化计算理论中罚函数方法及传统测量平差中零权和无限权的思想,提出了一种简单的迭代算法,算法过程与经典平差计算方法相同。数值实验表明,该算法简单、可行,并且具有很快的收敛速度。将该模型运用在大坝变形分析中,根据地形对控制点建立不等式约束,能够探测到更真实的点位位移,较之无约束平差更合理可靠。

Abstract: Inequality constrained adjustment model can describe the prior information in geodesy in a relatively ambiguous manner and improve the result, so it is widely used in many fields such as GPS data processing. The past methods always refer to the theory of optimization and are far away from classical adjustment. A new simple iterative algorithm that is similar to classical adjustment is proposed based on penalty functions and zero or infinite weight. Numerical simulation shows that this algorithm is simple and feasible and has good convergence. Then it is applied to a dam deformation monitoring control net, the inequality constraints of control points are established according to the terrain and we can detect the real displacement of the control points and it is more reasonable and reliable than that of unconstrained adjustment.