Investigation of a Multi-Strategy Ensemble Social Group Optimization Algorithm for the Optimization of Energy Management in Electric Vehicles

A multi-strategy ensemble social group optimization algorithm (ME-SGO) to improve the exploration for complex and composite landscapes through distance-based strategy adaption and success-based parameter adaption while incorporating linear population reduction is proposed. The proposed method is des...

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Veröffentlicht in:	IEEE access 2022, Vol.10, p.12084-12124
Hauptverfasser:	Reddy, Aala Kalananda Vamsi Krishna, Narayana, Komanapalli Venkata Lakshmi
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Benchmark testing CEC2019 Convergence Electric vehicle charging Electric vehicles Energy management engineering problems EV loading EV optimal control Heuristic algorithms Hybrid electric vehicles Multi-strategy ensemble social group optimization (ME-SGO) optimal charging optimal power flow Optimization Optimization algorithms Power dispatch Power flow Reactive power Search problems social group optimization (SGO) Statistics Strategy Tuning Wind power
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