Slime mould algorithm: a comprehensive review of recent variants and applications

H Chen, C Li, M Mafarja, AA Heidari… - International Journal of …, 2023 - Taylor & Francis
Slime Mould Algorithm (SMA) has recently received much attention from researchers
because of its simple structure, excellent optimisation capabilities, and acceptable …

Slime mould algorithm: A comprehensive survey of its variants and applications

FS Gharehchopogh, A Ucan, T Ibrikci, B Arasteh… - … Methods in Engineering, 2023 - Springer
Meta-heuristic algorithms have a high position among academic researchers in various
fields, such as science and engineering, in solving optimization problems. These algorithms …

An effective control design approach based on novel enhanced aquila optimizer for automatic voltage regulator

S Ekinci, D Izci, E Eker, L Abualigah - Artificial Intelligence Review, 2023 - Springer
This paper presents a new metaheuristic algorithm by enhancing one of the recently
proposed optimizers named Aquila optimizer (AO). The enhanced AO (enAO) algorithm is …

Development of Lévy flight-based reptile search algorithm with local search ability for power systems engineering design problems

S Ekinci, D Izci, R Abu Zitar, AR Alsoud… - Neural Computing and …, 2022 - Springer
The need for better-performing algorithms to solve real-world power systems engineering
problems has always been a challenging topic. Due to their stochastic nature, metaheuristic …

A modified oppositional chaotic local search strategy based aquila optimizer to design an effective controller for vehicle cruise control system

S Ekinci, D Izci, L Abualigah, RA Zitar - Journal of Bionic Engineering, 2023 - Springer
In this work, we propose a real proportional-integral-derivative plus second-order derivative
(PIDD2) controller as an efficient controller for vehicle cruise control systems to address the …

An intelligent tuning scheme with a master/slave approach for efficient control of the automatic voltage regulator

D Izci, S Ekinci, S Mirjalili, L Abualigah - Neural Computing and …, 2023 - Springer
A new master/slave model driven, and an optimization algorithm-based proportional–
integral–derivative (PID) plus second-order derivative (PIDD2) controller is proposed in this …

Optimal PID plus second-order derivative controller design for AVR system using a modified Runge Kutta optimizer and Bode's ideal reference model

D Izci, S Ekinci, S Mirjalili - International Journal of Dynamics and Control, 2023 - Springer
This paper presents the development of a new metaheuristic algorithm by modifying one of
the recently proposed optimizers named Runge Kutta optimizer (RUN). The modified RUN …

Gaussian kernel probability-driven slime mould algorithm with new movement mechanism for multi-level image segmentation

L Ren, AA Heidari, Z Cai, Q Shao, G Liang, HL Chen… - Measurement, 2022 - Elsevier
First, this study develops an enhanced slime mould algorithm (MGSMA). The main idea is to
combine the new movement strategy and Gaussian kernel probability strategy to improve …

[HTML][HTML] Augmented hunger games search algorithm using logarithmic spiral opposition-based learning for function optimization and controller design

D Izci, S Ekinci, E Eker, M Kayri - Journal of King Saud University …, 2024 - Elsevier
This paper explains the construction of a novel augmented hunger games search algorithm
using a logarithmic spiral opposition-based learning technique. The proposed algorithm …

Efficient DC motor speed control using a novel multi-stage FOPD (1+ PI) controller optimized by the Pelican optimization algorithm

M Jabari, S Ekinci, D Izci, M Bajaj, I Zaitsev - Scientific Reports, 2024 - nature.com
This paper introduces a novel multi-stage FOPD (1+ PI) controller for DC motor speed
control, optimized using the Pelican Optimization Algorithm (POA). Traditional PID …