Optimizations of NARX lag space selection for a Multi-Layer Perceptron (MLP)-based model of a down-flowing steam distillation system using Particle Swarm Optimization (PSO)

Optimizations of NARX lag space selection for a Multi-Layer Perceptron (MLP)-based model of a down-flowing steam distillation system using Particle Swarm Optimization (PSO)

This paper presents an application of the Particle Swarm Optimization (PSO) algorithm to perform lag space selection for a Multi-Layer Perceptron (MLP)-based Non-Linear Autoregressive Model with Exogenous Inputs (NARX) model of a down-flowing steam distillation system. PSO represents each candidate...

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Bibliographic Details
Published in:Proceedings - 2012 IEEE 8th International Colloquium on Signal Processing and Its Applications, CSPA 2012
Main Author: Nordin M.N.N.; Rahiman M.H.F.; Adnan R.; Yusoff Z.M.; Yassin I.M.
Format: Conference paper
Language:English
Published: 2012
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-84861555175&doi=10.1109%2fCSPA.2012.6194787&partnerID=40&md5=fa0c327ba3d8fc5982d9cf5268c6b2c8

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https://www.scopus.com/inward/record.uri?eid=2-s2.0-84861555175&doi=10.1109%2fCSPA.2012.6194787&partnerID=40&md5=fa0c327ba3d8fc5982d9cf5268c6b2c8

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