A Novel Artificial Electric Field Algorithm for Solving Global Optimization and Real-World Engineering Problems
Abdelazim G. Hussien,
Adrian Pop,
Sumit Kumar
et al.
Abstract:The Artificial Electric Field Algorithm (AEFA) stands out as a physics-inspired metaheuristic, drawing inspiration from Coulomb’s law and electrostatic force; however, while AEFA has demonstrated efficacy, it can face challenges such as convergence issues and suboptimal solutions, especially in high-dimensional problems. To overcome these challenges, this paper introduces a modified version of AEFA, named mAEFA, which leverages the capabilities of Lévy flights, simulated annealing, and the Adaptive s-best Muta… Show more
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