Boosting whale optimization with evolution strategy and Gaussian random walks: An image segmentation method

AG Hussien, AA Heidari, X Ye, G Liang, H Chen… - Engineering with …, 2023 - Springer
Stochastic optimization has been found in many applications, especially for several local
optima problems, because of their ability to explore and exploit various zones of the feature …

[HTML][HTML] Hierarchical Harris hawks optimizer for feature selection

L Peng, Z Cai, AA Heidari, L Zhang, H Chen - Journal of Advanced …, 2023 - Elsevier
Introduction The main feature selection methods include filter, wrapper-based, and
embedded methods. Because of its characteristics, the wrapper method must include a …

Information sharing search boosted whale optimizer with Nelder-Mead simplex for parameter estimation of photovoltaic models

L Peng, C He, AA Heidari, Q Zhang, H Chen… - Energy Conversion and …, 2022 - Elsevier
With the recent emphasis on new energy sources, solar photovoltaic cells have received
widespread attention from scholars as a highly efficient and clean new energy source …

Hybrid meta-heuristic algorithms for a supply chain network considering different carbon emission regulations using big data characteristics

F Goodarzian, V Kumar, A Abraham - Soft Computing, 2021 - Springer
Big data (BD) approach has significantly impacted on the development and expansion of
supply chain network management and design. The available problems in the supply chain …

A heuristic whale optimization algorithm with niching strategy for global multi-dimensional engineering optimization

X Lin, X Yu, W Li - Computers & Industrial Engineering, 2022 - Elsevier
Whale optimization algorithm (WOA) has received increasing attention in engineering
optimization owing to its high computation efficiency, whereas, it has exhibited the drawback …

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 …

HSWOA: An ensemble of hunger games search and whale optimization algorithm for global optimization

S Chakraborty, AK Saha, R Chakraborty… - … Journal of Intelligent …, 2022 - Wiley Online Library
The search for food stimulated by hunger is a common phenomenon in the animal world.
Mimicking the concept, recently, an optimization algorithm Hunger Games Search (HGS) …

Hybrid binary whale with harris hawks for feature selection

R Alwajih, SJ Abdulkadir, H Al Hussian, N Aziz… - Neural Computing and …, 2022 - Springer
A tremendous flow of big data has come from the growing use of digital technology and
intelligent systems. This has resulted in an increase in not just the dimensional issues that …

Eagle strategy using uniform mutation and modified whale optimization algorithm for QoS-aware cloud service composition

H Jin, S Lv, Z Yang, Y Liu - Applied Soft Computing, 2022 - Elsevier
Cloud manufacturing (CMfg) has received increasingly attention from both academia and
industry. Cloud service composition is a critical technique in CMfg that connects different …

Job scheduling problem in fog-cloud-based environment using reinforced social spider optimization

P Kuppusamy, NMJ Kumari, WY Alghamdi… - Journal of Cloud …, 2022 - Springer
Fog computing is an emerging research domain to provide computational services such as
data transmission, application processing and storage mechanism. Fog computing consists …