Metaheuristics for bilevel optimization: A comprehensive review

JF Camacho-Vallejo, C Corpus, JG Villegas - Computers & Operations …, 2024 - Elsevier
A bilevel programming model represents the relationship in a specific decision process that
involves decisions within a hierarchical structure of two levels. The upper-level problem is …

[HTML][HTML] A systematic review of meta-heuristic algorithms in IoT based application

V Sharma, AK Tripathi - Array, 2022 - Elsevier
Abstract Internet-of-Things (IoT) has gained quick popularity with the evolution of
technologies such as big data analytics, block-chain, artificial intelligence, machine learning …

Review and empirical analysis of sparrow search algorithm

Y Yue, L Cao, D Lu, Z Hu, M Xu, S Wang, B Li… - Artificial Intelligence …, 2023 - Springer
In recent years, swarm intelligence algorithms have received extensive attention and
research. Swarm intelligence algorithms are a biological heuristic method, which is widely …

A critical problem in benchmarking and analysis of evolutionary computation methods

J Kudela - Nature Machine Intelligence, 2022 - nature.com
Benchmarking is a cornerstone in the analysis and development of computational methods,
especially in the field of evolutionary computation, where theoretical analysis of the …

Performance optimization of salp swarm algorithm for multi-threshold image segmentation: Comprehensive study of breast cancer microscopy

S Zhao, P Wang, AA Heidari, H Chen, W He… - Computers in biology and …, 2021 - Elsevier
Multi-threshold image segmentation (MIS) is now a well known image segmentation
technique, and many researchers have applied intelligent algorithms to it, but these methods …

New color image encryption using hybrid optimization algorithm and Krawtchouk fractional transformations

MA Tahiri, H Karmouni, A Bencherqui, A Daoui… - The Visual …, 2023 - Springer
This paper proposes a new method for encryption of RGB color images by combining two
encryption approaches: the spatial approach and the transformation approach. The …

[HTML][HTML] Maximum number of generations as a stopping criterion considered harmful

M Ravber, SH Liu, M Mernik, M Črepinšek - Applied Soft Computing, 2022 - Elsevier
Evolutionary algorithms have been shown to be very effective in solving complex
optimization problems. This has driven the research community in the development of novel …

A novel improved chef-based optimization algorithm with Gaussian random walk-based diffusion process for global optimization and engineering problems

FK Onay - Mathematics and Computers in Simulation, 2023 - Elsevier
The chef-based optimization algorithm (CBOA) is a human-based method inspired by the
relationship between culinary students and chef instructors. The original CBOA does not …

A bio-inspired method for mathematical optimization inspired by arachnida salticidade

H Peraza-Vazquez, A Peña-Delgado, P Ranjan… - Mathematics, 2021 - mdpi.com
This paper proposes a new meta-heuristic called Jumping Spider Optimization Algorithm
(JSOA), inspired by Arachnida Salticidae hunting habits. The proposed algorithm mimics the …

Explainable artificial intelligence approaches for COVID-19 prognosis prediction using clinical markers

K Chadaga, S Prabhu, N Sampathila, R Chadaga… - Scientific Reports, 2024 - nature.com
The COVID-19 influenza emerged and proved to be fatal, causing millions of deaths
worldwide. Vaccines were eventually discovered, effectively preventing the severe …