Application of random-search algorithm for regression analysis of catalytic hydrogenations

被引：35

作者：

Belohlav, Z

Zamostny, P

Kluson, P

Volf, J

机构：

[1] Institute of Chemical Technology, Department of Organic Technology, Prague 166 28

来源：

CANADIAN JOURNAL OF CHEMICAL ENGINEERING | 1997年 / 75卷 / 04期

关键词：

experiment evaluation; non-linear regression; confidence regions; likelihood ratio;

D O I：

10.1002/cjce.5450750411

中图分类号：

TQ [化学工业];

学科分类号：

0817 ;

摘要：

A short review of the works concerning parameter estimation in kinetic experiments was performed. An adaptive random search algorithm was applied to evaluate the parameters and parameter confidence intervals of Langmuir-Hinshelwood models. The kinetic parameters were determined using the Box - Draper criterion. The parameter confidence regions were found by using the likelihood ratio. Three heterogeneously catalyzed hydrogenations were studied.

引用

页码：735 / 742

页数：8

共 11 条

[1] BAYESIAN ESTIMATION OF COMMON PARAMETERS FROM SEVERAL RESPONSES [J].