Application of the Classification and Regression Trees for Modeling the Laser Output Power of a Copper Bromide Vapor Laser

المؤلفون المشاركون

Voynikova, Desislava Stoyanova
Iliev, Iliycho Petkov
Gocheva-Ilieva, Snezhana Georgieva

المصدر

Mathematical Problems in Engineering

العدد

المجلد 2013، العدد 2013 (31 ديسمبر/كانون الأول 2013)، ص ص. 1-10، 10ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2013-05-20

دولة النشر

مصر

عدد الصفحات

10

التخصصات الرئيسية

هندسة مدنية

الملخص EN

This study examines the available experiment data for a copper bromide vapor laser (CuBr laser), emitting in the visible spectrum at 2 wavelengths—510.6 and 578.2 nm.

Laser output power is estimated based on 10 independent input parameters.

The CART method is used to build a binary regression tree of solutions with respect to output power.

In the case of a linear model, an approximation of 98% has been achieved and 99% for the model of interactions between predictors up to the the second order with an relative error under 5%.

The resulting CART tree takes into account which input quantities influence the formation of classification groups and in what manner.

This makes it possible to estimate which ones are significant from an engineering point of view for the development and operation of the considered type of lasers, thus assisting in the design and improvement of laser technology.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Iliev, Iliycho Petkov& Voynikova, Desislava Stoyanova& Gocheva-Ilieva, Snezhana Georgieva. 2013. Application of the Classification and Regression Trees for Modeling the Laser Output Power of a Copper Bromide Vapor Laser. Mathematical Problems in Engineering،Vol. 2013, no. 2013, pp.1-10.
https://search.emarefa.net/detail/BIM-1032060

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Iliev, Iliycho Petkov…[et al.]. Application of the Classification and Regression Trees for Modeling the Laser Output Power of a Copper Bromide Vapor Laser. Mathematical Problems in Engineering No. 2013 (2013), pp.1-10.
https://search.emarefa.net/detail/BIM-1032060

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Iliev, Iliycho Petkov& Voynikova, Desislava Stoyanova& Gocheva-Ilieva, Snezhana Georgieva. Application of the Classification and Regression Trees for Modeling the Laser Output Power of a Copper Bromide Vapor Laser. Mathematical Problems in Engineering. 2013. Vol. 2013, no. 2013, pp.1-10.
https://search.emarefa.net/detail/BIM-1032060

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1032060