A multi-objective optimisation approach with improved pareto-optimal solutions to enhance economic and environmental dispatch in power systems

Abstract This work implements the recently developed nth state Markovian jumping particle swarm optimisation (PSO) algorithm with local search (NS-MJPSOloc) awareness method to address the economic/environmental dispatch (EED) problem. The proposed approach, known as the Non-dominated Sorting Multi-...

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Bibliographic Details
Published in:Scientific Reports
Main Authors: Muhammad Ilyas Khan Khalil, Izaz Ur Rahman, Muhammad Zakarya, Ashraf Zia, Ayaz Ali Khan, Mohammad Reza Chalak Qazani, Mahmood Al-Bahri, Muhammad Haleem
Format: Article
Language:English
Published: Nature Portfolio 2024-06-01
Subjects:
Particle swarm optimisation
Markov chain
Evolutionary factor
Large-scale optimisation
Scalability
Online Access:https://doi.org/10.1038/s41598-024-62904-4

Internet

https://doi.org/10.1038/s41598-024-62904-4

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