THE SUPPORT VECTOR REGRESSION WITH THE PARAMETER TUNING ASSISTED BY A DIFFERENTIAL EVOLUTION TECHNIQUE: STUDY OF THE CRITICAL VELOCITY OF A SLURRY FLOW IN A PIPELINE

This paper describes a robust Support Vector regression (SVR) methodology, which can offer a superior performance for important process engineering problems. The method incorporates hybrid support vector regression and a differential evolution technique (SVR-DE) for the efficient tuning of SVR meta...

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Bibliographic Details
Main Authors: S. K. LAHIRI, K. C. GHANTA
Format: Article
Language:English
Published: Association of the Chemical Engineers of Serbia 2008-09-01
Series:Chemical Industry and Chemical Engineering Quarterly
Subjects:
Online Access:http://www.ache.org.rs/CICEQ/2008/No3/07_14%283%29_2008.pdf