Data-driven brain emotional learning-based intelligent controller-PID control of MIMO systems based on a modified safe experimentation dynamics algorithm

•Enhanced MSEDA addresses limitations of the original SEDA.•New probability coefficient in MSEDA optimizes exploration and exploitation phases.•MSEDA-based approach tunes BELBIC-PID controller for high control accuracy.•BELBIC-PID controller tested on multiple MIMO systems using the MSEDA approach.•...

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Bibliographic Details

Published in:	International journal of cognitive computing in engineering Vol. 6; pp. 74 - 99
Main Authors:	Saat, Shahrizal, Ahmad, Mohd Ashraf, Ghazali, Mohd Riduwan
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.12.2025 KeAi Communications Co., Ltd
Subjects:	Brain emotional learning-based intelligent controller Data-driven control MIMO system Nonlinear control system Safe experimentation dynamics algorithm Safe experimentation dynamics algorithm MIMO system Nonlinear control system Data-driven control Brain emotional learning-based intelligent controller
ISSN:	2666-3074, 2666-3074
Online Access:	Get full text
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