A comparative analysis of meta-heuristic optimization algorithms for feature selection on ML-based classification of heart-related diseases

Ş Ay, E Ekinci, Z Garip - The Journal of Supercomputing, 2023 - Springer
This study aims to use a machine learning (ML)-based enhanced diagnosis and survival
model to predict heart disease and survival in heart failure by combining the cuckoo search …

A novel hybrid firefly–whale optimization algorithm and its application to optimization of MPC parameters

ME Çimen, Y Yalçın - Soft Computing, 2022 - Springer
In this paper, a novel optimization algorithm is proposed by hybridizing firefly and whale
optimization algorithms and it is applied to the problem of determining optimal design …

A memristive hyperjerk chaotic system: amplitude control, FPGA design, and prediction with artificial neural network

R Wang, C Li, S Çiçek, K Rajagopal, X Zhang - Complexity, 2021 - Wiley Online Library
An amplitude controllable hyperjerk system is constructed for chaos producing by
introducing a nonlinear factor of memristor. In this case, the amplitude control is realized …

Whale optimization algorithm-comprehensive meta analysis on hybridization, latest improvements, variants and applications for complex optimization problems

P Majumdar, S Mitra, S Mirjalili… - Handbook of Whale …, 2024 - Elsevier
Abstract Whale Optimization Algorithm (WOA) is an emerging metaheuristics that uses
humpback whale's bubble-net hunting scheme to solve challenging optimization problems …

A family of circulant megastable chaotic oscillators, its application for the detection of a feeble signal and PID controller for time-delay systems by using chaotic SCA …

K Rajagopal, ME Cimen, S Jafari, JP Singh… - Chaos, Solitons & …, 2021 - Elsevier
Chaotic systems with cyclic symmetry are very rare and have been less discussed in the
literature. Similarly, megastable oscillators, which can have a finite or infinite number of …

Chaotic flower pollination algorithm based optimal PID controller design for a buck converter

ME Çimen, ZB Garip, AF Boz - Analog Integrated Circuits and Signal …, 2021 - Springer
This paper presents a solution based on optimal PID coefficients including anti-wind up for
buck converter presents using meta-heuristic algorithm and chaos theory. A hybrid algorithm …

Comparison of metaheuristic optimization algorithms with a new modifieddeb feasibility constraint handling technique

ME Çimen, Z Garip, AF Boz - Turkish Journal of Electrical …, 2021 - journals.tubitak.gov.tr
In this study, the modification of the Deb feasibility method is considered to solve the
constrained optimization problems. In the developed modified Deb feasibility constraint …

Path planning of humanoid robots on complex terrains using an efficient regression-based chaotic Harris Hawks optimization approach

DR Parhi - Robotic Intelligence and Automation, 2024 - emerald.com
Purpose Optimal navigation and trajectory planning are in high demand because of the rise
in automated systems. This study aims to focus on implementing an intelligent regression …

Tuning of two-degree-of-freedom IMC based on a strange nonchaotic optimization approach for large time-delay processes

Y Shen, W Tang - Fractals, 2022 - World Scientific
The internal model control (IMC) has a good control effect for large time-delay systems, but
the parameter tuning of the controller is a challenge for researchers. As a typical fractal …

[PDF][PDF] Fotovoltaik modellerin parametre çıkarımı için geliştirilmiş bir kaotik tabanlı balina optimizasyon algoritması

Z Garip, ME Çimen, AF Boz - Politeknik Dergisi, 2021 - dergipark.org.tr
Fotovoltaik modellerin parametre çıkarımı için geliştirilmiş bir kaotik tabanlı balina optimizasyon
algoritması An enha Page 1 POLİTEKNİK DERGİSİ JOURNAL of POLYTECHNIC ISSN …