Modeling the Optical Properties of a Polyvinyl Alcohol-Based Composite Using a Particle Swarm Optimized Support Vector Regression Algorithm

Modeling the Optical Properties of a Polyvinyl Alcohol-Based Composite Using a Particle Swarm Optimized Support Vector Regression Algorithm

We developed particle swarm optimization-based support vector regression (PSVR) and ordinary linear regression (OLR) models for estimating the refractive index (n) and energy gap (E) of a polyvinyl alcohol composite. The n-PSVR model, which can estimate the refractive index of a polyvinyl alcohol co...

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Bibliographic Details
Main Authors: Taoreed O. Owolabi, Mohd Amiruddin Abd Rahman
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Polymers
Subjects:
polyvinyl alcohol
composite
support vector regression
refractive index
particle swarm optimization
energy gap
Online Access:https://www.mdpi.com/2073-4360/13/16/2697

Internet

https://www.mdpi.com/2073-4360/13/16/2697

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