Proceedings of the International Conference on Artificial Intelligence Techniques for Electrical Engineering Systems (AITEES 2022)

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Order Reduction of Continuous Time Linear Interval Systems Using Whale Optimization Algorithm

Authors
G. Ramesh1, *, M. Siva Kumar1, B. Dasu1, R. Srinivasa Rao2
1Department of EEE, Seshadri Rao Gudlavalleru Engineering College, JNTUK, Gudlavalleru, A.P., India
2JNTUK, Kakinada, A.P., India
*Corresponding author. Email: ganta.ramesh25@gmail.com
Corresponding Author
G. Ramesh
Available Online 5 December 2022.
DOI
10.2991/978-94-6463-074-9_17How to use a DOI?
Keywords
Whale Optimization Algorithm; Reduced Order Interval Model; Integral Square Error; Impulse Response Energy
Abstract

The Whale Optimization Algorithm (WOA) is a nature-inspired meta-heuristic optimization algorithm that replicates humpback whale social behaviour. The method of bubble-net hunting inspired the algorithm. In this paper, the decreasing Order Interval System was acquired using WOA from a higher order linear continuous time interval model. The lower order system denominator and numerator polynomials are obtained in this suggested technique by applying WOA to minimise the cost function of Integral Squared Error (ISE). The WOA algorithm outperforms both state-of-the-art meta-heuristic algorithms and traditional approaches in terms of optimization results. The WOA method has been determined to be straightforward, easy to use, and to deliver the best answer. A numerical example from the literature is used to demonstrate the feasibility and usefulness of this WOA.

Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the International Conference on Artificial Intelligence Techniques for Electrical Engineering Systems (AITEES 2022)
Series
Atlantis Highlights in Intelligent Systems
Publication Date
5 December 2022
ISBN
10.2991/978-94-6463-074-9_17
ISSN
2589-4919
DOI
10.2991/978-94-6463-074-9_17How to use a DOI?
Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - G. Ramesh
AU  - M. Siva Kumar
AU  - B. Dasu
AU  - R. Srinivasa Rao
PY  - 2022
DA  - 2022/12/05
TI  - Order Reduction of Continuous Time Linear Interval Systems Using Whale Optimization Algorithm
BT  - Proceedings of the International Conference on Artificial Intelligence Techniques for Electrical Engineering Systems (AITEES 2022)
PB  - Atlantis Press
SP  - 192
EP  - 203
SN  - 2589-4919
UR  - https://doi.org/10.2991/978-94-6463-074-9_17
DO  - 10.2991/978-94-6463-074-9_17
ID  - Ramesh2022
ER  -