An Arithmetic-Trigonometric Optimization Algorithm with Application for Control of Real-Time Pressure Process Plant

This paper proposes a novel hybrid arithmetic�trigonometric optimization algorithm (ATOA) using different trigonometric functions for complex and continuously evolving real-time problems. The proposed algorithm adopts different trigonometric functions, namely sin, cos, and tan, with the convention...

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Main Authors: Devan, P.A.M., Hussin, F.A., Ibrahim, R.B., Bingi, K., Nagarajapandian, M., Assaad, M.
Format: Article
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-eprints.28961 /
Published: MDPI 2022
Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85122900188&doi=10.3390%2fs22020617&partnerID=40&md5=3c882a97ea11b3d7722aa21424b02494
http://eprints.utp.edu.my/28961/
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spelling utp-eprints.289612022-03-17T16:31:44Z An Arithmetic-Trigonometric Optimization Algorithm with Application for Control of Real-Time Pressure Process Plant Devan, P.A.M. Hussin, F.A. Ibrahim, R.B. Bingi, K. Nagarajapandian, M. Assaad, M. This paper proposes a novel hybrid arithmetic�trigonometric optimization algorithm (ATOA) using different trigonometric functions for complex and continuously evolving real-time problems. The proposed algorithm adopts different trigonometric functions, namely sin, cos, and tan, with the conventional sine cosine algorithm (SCA) and arithmetic optimization algorithm (AOA) to improve the convergence rate and optimal search area in the exploration and exploitation phases. The proposed algorithm is simulated with 33 distinct optimization test problems consisting of multiple dimensions to showcase the effectiveness of ATOA. Furthermore, the different variants of the ATOA optimization technique are used to obtain the controller parameters for the real-time pressure process plant to investigate its performance. The obtained results have shown a remarkable performance improvement compared with the existing algorithms. © 2022 by the authors. Licensee MDPI, Basel, Switzerland. MDPI 2022 Article NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-85122900188&doi=10.3390%2fs22020617&partnerID=40&md5=3c882a97ea11b3d7722aa21424b02494 Devan, P.A.M. and Hussin, F.A. and Ibrahim, R.B. and Bingi, K. and Nagarajapandian, M. and Assaad, M. (2022) An Arithmetic-Trigonometric Optimization Algorithm with Application for Control of Real-Time Pressure Process Plant. Sensors, 22 (2). http://eprints.utp.edu.my/28961/
institution Universiti Teknologi Petronas
collection UTP Institutional Repository
description This paper proposes a novel hybrid arithmetic�trigonometric optimization algorithm (ATOA) using different trigonometric functions for complex and continuously evolving real-time problems. The proposed algorithm adopts different trigonometric functions, namely sin, cos, and tan, with the conventional sine cosine algorithm (SCA) and arithmetic optimization algorithm (AOA) to improve the convergence rate and optimal search area in the exploration and exploitation phases. The proposed algorithm is simulated with 33 distinct optimization test problems consisting of multiple dimensions to showcase the effectiveness of ATOA. Furthermore, the different variants of the ATOA optimization technique are used to obtain the controller parameters for the real-time pressure process plant to investigate its performance. The obtained results have shown a remarkable performance improvement compared with the existing algorithms. © 2022 by the authors. Licensee MDPI, Basel, Switzerland.
format Article
author Devan, P.A.M.
Hussin, F.A.
Ibrahim, R.B.
Bingi, K.
Nagarajapandian, M.
Assaad, M.
spellingShingle Devan, P.A.M.
Hussin, F.A.
Ibrahim, R.B.
Bingi, K.
Nagarajapandian, M.
Assaad, M.
An Arithmetic-Trigonometric Optimization Algorithm with Application for Control of Real-Time Pressure Process Plant
author_sort Devan, P.A.M.
title An Arithmetic-Trigonometric Optimization Algorithm with Application for Control of Real-Time Pressure Process Plant
title_short An Arithmetic-Trigonometric Optimization Algorithm with Application for Control of Real-Time Pressure Process Plant
title_full An Arithmetic-Trigonometric Optimization Algorithm with Application for Control of Real-Time Pressure Process Plant
title_fullStr An Arithmetic-Trigonometric Optimization Algorithm with Application for Control of Real-Time Pressure Process Plant
title_full_unstemmed An Arithmetic-Trigonometric Optimization Algorithm with Application for Control of Real-Time Pressure Process Plant
title_sort arithmetic-trigonometric optimization algorithm with application for control of real-time pressure process plant
publisher MDPI
publishDate 2022
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85122900188&doi=10.3390%2fs22020617&partnerID=40&md5=3c882a97ea11b3d7722aa21424b02494
http://eprints.utp.edu.my/28961/
_version_ 1741197175897980928
score 11.62408

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