@ARTICLE{Gil_Józef_The_2006,
 author={Gil, Józef},
 volume={vol. 55},
 number={No 2},
 journal={Geodesy and Cartography},
 pages={77-94},
 howpublished={online},
 year={2006},
 publisher={Commitee on Geodesy PAS},
 abstract={The paper addresses the problem of solving overdetermined systems of linear equations by means of methods of robust estimations, which eliminate the effect of outliers on the estimation results. The process of estimating a vector of parameters was accomplished by means of circular in structure neural networks. Formulating the problem in the aspect of a method for estimating parameters requires formulating an energy function (objective function) whose form was modified by means of a determined weighting function. In the final part of the paper the effectiveness of the methods described was evaluated in terms of controlling and diagnosing a geodetic observation system. The article is merely an introduction to a broadly understood problem of geodetic uses of robust estimators.},
 type={Article},
 title={The problem of solving systems of linear equations by means of neural networks},
 URL={http://journals.pan.pl/Content/121275/PDF-MASTER/4_GK_VOL_55_NO_2_%202006_Gil_Zagadnienie.pdf},
 keywords={Linear equations, robust estimation, neural networks},
}