非参数模型并不是说模型中没有参数。这里的non-parametric类似单词priceless,也就是参数是非常非常非常多的!(注意:所谓“多”的标准,就是参数数目大体和样本规模差不多)
Nicolas, "In the use of parametric and non-parametric algorithms for the nondestructive evaluation", Research in Nondestructive Evaluation, v. 20, pp. 71-93, 2009.L. Travassos, D.A.G. Vieira, N. Ida, A. Nicolas, In the use of parametric and non parametric algorithms for the non ...
G. Ruhe,“Parametric maximal flows in generalized networks-complexity and algorithms,” Optimization, 19 , No. 2, 235–251 (1988). MATH View Article MathSciNetRuhe, G. (1988): Parametric Maximal Flows in Generalized Networks- Complexity and Algorithms. Optimization, Journal of Mathematical ...
The two-day introductory workshop to parametric design with digital fabrication in the field of Design integrated within the algorithmic modeling. It will allow you to investigate new formal solutions optimized for the architecture and design. It will also include a lecture and presentations on the ...
To illustrate the impact of branching, we also compare the performance of our proposed networks against traditional ML algorithms, ElemNet, and IRNet. Table 3 Test MAE of different models for each of the materials properties for the prediction task of “Other materials properties”. Full size ...
GMDH algorithms are grouped broadly into two categories: parametric and non-parametric. COMBI and MIA fall within the former category, where the input data are either exact or possess noise of low variance (Anastasakis and Mort 2001). These algorithms model the full range of "possible input ...
Therefore, parametric design can be considered as an upgraded version of CAD system, while it depends on “Generative Algorithms” which is a way to explore design and algorithmic solutions through formulas rather than using normal geometries. Show moreView article Journal 2017, Renewable and ...
curve is not fitted in these models, it is hard to estimate either the measurement noise or the uncertainty of the predicted effect. This is a key difference with the non-parametric Hand-GP model as it naturally allows to compute the uncertainty of the model parameters and the predicted ...
New algorithms for evaluating parametric surface - Wang, Cheng - 2001 () Citation Context ...s reserved. Typeset by .Ah/rS-q~Xsdoi:10.1016/j.camwa.2004.06.031s322 S.-R. JIANO AND G.-J. WANesActual results of the research ave shown that the evaluation for Wang-Ball curve has linear...
1.1. Context and research gap The techniques used in the field of Architecture, Engineering, Construction and Operation (AECO) are evolving rapidly, but this evolution is invariably surpassed by increases in new demands, which seem to be growing at an even faster pace. Large infrastructure projects...