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
… proposed metaheuristic algorithm named reptile search algorithm (RSA) [25] … Lévy flight,
chaotic local search mechanism, opposition-based learning, guided local search, global search

An improved reptile search algorithm based on lévy flight and interactive crossover strategy to engineering application

L Huang, Y Wang, Y Guo, G Hu - Mathematics, 2022 - mdpi.com
… capability of RSA and guarantee the search to escape … search and the later development
more obvious. Therefore, an improved reptile search algorithm (LICRSA) based on Lévy flight

Enhanced reptile search algorithm with Lévy flight for vehicle cruise control system design

S Ekinci, D Izci - Evolutionary Intelligence, 2023 - Springer
algorithm is also developed in this paper which improves the performance of the reptile search
algorithm via the integration of Lévy flight … of the proposed algorithm to effectively adjust …

Improved reptile search optimization algorithm: application on regression and classification problems

MK Khan, MH Zafar, S Rashid, M Mansoor… - Applied Sciences, 2023 - mdpi.com
… improved reptile search algorithm (IRSA) based on a sine cosine algorithm and Levy flight
… inspired reptile search algorithm (RSA) [29]. In an extensive application, we applied this …

Hyperparameter tuning using Lévy flight and interactive crossover-based reptile search algorithm for eye movement event classification

V Pradeep, AB Jayachandra, SS Askar… - Frontiers in …, 2024 - frontiersin.org
Lévy flight approach is used to search local solutions and improve the precision, whereas
the algorithm … In this study, the Lévy flight approach was used for creating a random number …

Improved reptile search algorithm for optimal design of solar photovoltaic module

D İzci, S Ekinci, M Güleydin - Computer Science, 2023 - dergipark.org.tr
… comparative analysis of the RSALF optimizer, an innovative metaheuristic algorithm
combining the reptile search algorithm (RSA) with Lévy flight (LF), for parameter extraction of PV …

Modified reptile search algorithm for optimal integration of renewable energy sources in distribution networks

AT Hachemi, F Sadaoui, S Arif, A Saim… - Energy Science & …, 2023 - Wiley Online Library
… This paper introduces a Modified Reptile Search Algorithm (MRSA) … method and Levy flight
motion, enhancing its searching capabilities beyond standard Reptile Search Algorithm and …

A modified reptile search algorithm for parametric estimation of fractional order model of lithium battery

J Ding, S Huang, Y Hao, M Xiao - Optimal Control Applications …, 2023 - Wiley Online Library
… In this paper, a Levy reptile search algorithm (LRSA) is proposed to improve the global
search capability and convergence speed of reptile search algorithm which has advantages in …

Reptile search algorithm: Theory, variants, applications, and performance evaluation

B Sasmal, AG Hussien, A Das, KG Dhal… - Archives of Computational …, 2024 - Springer
… [80] suggested a Lévy flight-based RSA with local search features. The suggested …
Nelder-Mead simplex search algorithm for increased exploitation and uses the Lévy flight to improve …

[PDF][PDF] IOT resource allocation and optimization using improved reptile search algorithm

PN Kota, PB Chopade, BD Jadhav… - International Journal of …, 2023 - academia.edu
… research introduced an Improved Reptile Search Algorithm (IRSA) to … IRSA employs the
methodology of levy flight and cross-over … by the Levy flight method are employed in this paper: …