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
Published in:	Polymers Vol. 13; no. 16; p. 2697
Main Authors:	Owolabi, Taoreed O., Abd Rahman, Mohd Amiruddin
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 12.08.2021 MDPI
Subjects:	Algorithms Carbon Dysprosium Energy Energy gap Incorporation Mechanical properties Optical properties Optimization Particle swarm optimization Polymer matrix composites Polymers Polyvinyl alcohol Prediction models Refractivity Regression Regression analysis Root-mean-square errors Support vector machines
ISSN:	2073-4360, 2073-4360
Online Access:	Get full text
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