Levy flights in metaheuristics optimization algorithms–a review

M Chawla, M Duhan - Applied Artificial Intelligence, 2018 - Taylor & Francis
In recent years, Levy flight (LF) is increasingly being employed as search mechanism in
metaheuristics optimization algorithms (MOA) to solve complex real world problems. LF …

Alpine skiing optimization: A new bio-inspired optimization algorithm

Y Yuan, J Ren, S Wang, Z Wang, X Mu… - Advances in Engineering …, 2022 - Elsevier
A novel swarm intelligence optimization algorithm is proposed, which is named alpine skiing
optimization (ASO). The main inspiration of the ASO originated from the behaviors of skiers …

Efficient path planning of AUVs for container ship oil spill detection in coastal areas

SV Kumar, R Jayaparvathy, BN Priyanka - Ocean Engineering, 2020 - Elsevier
Oil spills due to accidental leakage from Container Ships in a Marine environment poses a
major challenge to aquatic living organisms and affects human health by increasing the …

An improved Jaya optimization algorithm with Lévy flight

G Iacca, VC dos Santos Junior, VV de Melo - Expert Systems with …, 2021 - Elsevier
Recent advances in metaheuristics have shown the advantages of using the Lévy
distribution, which models a kind of random walk (named “Lévy flight”) with occasional “big” …

Hybrid whale optimization algorithm enhanced with Lévy flight and differential evolution for job shop scheduling problems

M Liu, X Yao, Y Li - Applied Soft Computing, 2020 - Elsevier
The job shop scheduling problem (JSSP) has been a hot issue in manufacturing. For the
past few decades, scholars have been attracted to research JSSP and proposed many novel …

Chaotic hunger games search optimization algorithm for global optimization and engineering problems

FK Onay, SB Aydemı̇r - Mathematics and Computers in Simulation, 2022 - Elsevier
Chaotic maps have the characteristics of ergodicity and non-repeatability. Owing to these
properties, they provide fast convergence by effectively scanning the search space in a …

Evolving Marine Predators Algorithm by dynamic foraging strategy for real-world engineering optimization problems

B Shen, M Khishe, S Mirjalili - Engineering Applications of Artificial …, 2023 - Elsevier
Abstract The Marine Predators Algorithm (MPA) is a novel hunting-based optimizer. The
MPA's central concept is based on the well-known Lévy Flight (LF) and Brownian Motion …

Improved Lévy flight distribution algorithm with FDB-based guiding mechanism for AVR system optimal design

H Bakir, U Guvenc, HT Kahraman, S Duman - Computers & Industrial …, 2022 - Elsevier
This paper presents the improved version of the Lévy Flight Distribution (LFD) algorithm for
solving real-valued numerical optimization problems. In the proposed algorithm, the Fitness …

A new fruit fly optimization algorithm enhanced support vector machine for diagnosis of breast cancer based on high-level features

H Huang, X Feng, S Zhou, J Jiang, H Chen, Y Li… - BMC bioinformatics, 2019 - Springer
Background It is of great clinical significance to develop an accurate computer aided system
to accurately diagnose the breast cancer. In this study, an enhanced machine learning …

[HTML][HTML] Survey of lévy flight-based metaheuristics for optimization

J Li, Q An, H Lei, Q Deng, GG Wang - Mathematics, 2022 - mdpi.com
Lévy flight is a random walk mechanism which can make large jumps at local locations with
a high probability. The probability density distribution of Lévy flight was characterized by …