A systematic review of the whale optimization algorithm: theoretical foundation, improvements, and hybridizations

MH Nadimi-Shahraki, H Zamani… - … Methods in Engineering, 2023 - Springer
Despite the simplicity of the whale optimization algorithm (WOA) and its success in solving
some optimization problems, it faces many issues. Thus, WOA has attracted scholars' …

An improved differential evolution algorithm and its application in optimization problem

W Deng, S Shang, X Cai, H Zhao, Y Song, J Xu - Soft Computing, 2021 - Springer
The selection of the mutation strategy for differential evolution (DE) algorithm plays an
important role in the optimization performance, such as exploration ability, convergence …

[PDF][PDF] Differential evolution algorithm with hierarchical fair competition model.

AR Khaparde, F Alassery, A Kumar… - … Automation & Soft …, 2022 - researchgate.net
This paper presents the study of differential evolution algorithm with hierarchical fair
competition model (HFC-DE). HFC model is based on the fair competition of societal system …

Investigating adaptive hedging policies for reservoir operation under climate change impacts

U Okkan, O Fistikoglu, ZB Ersoy, AT Noori - Journal of Hydrology, 2023 - Elsevier
Concerns about whether the reservoirs against climate change will be able to fulfill their
missions in the future have revealed the necessity of adapting their operations to changing …

Optimized energy consumption model for smart home using improved differential evolution algorithm

IO Essiet, Y Sun, Z Wang - Energy, 2019 - Elsevier
This paper proposes an improved enhanced differential evolution algorithm for
implementing demand response between aggregator and consumer. The proposed …

[HTML][HTML] A fuzzy-based cascade ensemble model for improving extreme wind speeds prediction

C Peláez-Rodríguez, J Pérez-Aracil… - Journal of Wind …, 2023 - Elsevier
A novel fuzzy-based cascade ensemble of regression models is proposed to address a
problem of extreme wind speed events forecasting, using data from atmospheric reanalysis …

Cuckoo search with differential evolution mutation and Masi entropy for multi-level image segmentation

S Ray, S Parai, A Das, KG Dhal, PK Naskar - Multimedia Tools and …, 2022 - Springer
Since the beginning of the twenty-first century, the Cuckoo Search (CS) algorithm has
emerged as one of the robust, flexible, fast, and easily implementable techniques for the …

Analysis of the Customer Churn Prediction Project in the Hotel Industry Based on Text Mining and the Random Forest Algorithm

L Taherkhani, A Daneshvar… - Advances in Civil …, 2023 - Wiley Online Library
The ability of hotels to differentiate themselves from competitors and continue to operate
profitably depends on their ability to retain their customers by building long‐term and …

New probabilistic, dynamic multi-method ensembles for optimization based on the CRO-SL

J Pérez-Aracil, C Camacho-Gómez, E Lorente-Ramos… - Mathematics, 2023 - mdpi.com
In this paper, new probabilistic and dynamic (adaptive) strategies for creating multi-method
ensembles based on the coral reef optimization with substrate layers (CRO-SL) algorithm …

Fitness based weighted flower pollination algorithm with mutation strategies for image enhancement

A Das, KG Dhal, S Ray, J Galvez, S Das - Multimedia Tools and …, 2022 - Springer
Abstract Flower Pollination Algorithm (FPA) is a well-known swarm intelligence optimization
algorithm, which has shown an effective performance by solving many optimization …