An exhaustive review of the metaheuristic algorithms for search and optimization: taxonomy, applications, and open challenges

K Rajwar, K Deep, S Das - Artificial Intelligence Review, 2023 - Springer
As the world moves towards industrialization, optimization problems become more
challenging to solve in a reasonable time. More than 500 new metaheuristic algorithms …

[HTML][HTML] A review of coagulation explaining its definition, mechanism, coagulant types, and optimization models; RSM, and ANN

RM El-taweel, N Mohamed, KA Alrefaey… - Current Research in …, 2023 - Elsevier
The textile business is one of the most hazardous industries since it produces several
chemicals, such as dyes, which are released into water streams with ef-fluents. For the …

A cloud intrusion detection systems based on dnn using backpropagation and pso on the cse-cic-ids2018 dataset

S Alzughaibi, S El Khediri - Applied Sciences, 2023 - mdpi.com
Cloud computing (CC) is becoming an essential technology worldwide. This approach
represents a revolution in data storage and collaborative services. Nevertheless, security …

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

MK Khan, MH Zafar, S Rashid, M Mansoor… - Applied Sciences, 2023 - mdpi.com
The reptile search algorithm is a newly developed optimization technique that can efficiently
solve various optimization problems. However, while solving high-dimensional nonconvex …

Generative ai and process systems engineering: The next frontier

B Decardi-Nelson, AS Alshehri, A Ajagekar… - Computers & Chemical …, 2024 - Elsevier
This review article explores how emerging generative artificial intelligence (GenAI) models,
such as large language models (LLMs), can enhance solution methodologies within process …

Research progress of nature-inspired metaheuristic algorithms in mobile robot path planning

Y Xu, Q Li, X Xu, J Yang, Y Chen - Electronics, 2023 - mdpi.com
The research of mobile robot path planning has shifted from the static environment to the
dynamic environment, from the two-dimensional environment to the high-dimensional …

An intelligent framework for performance optimization of telemedicine center with trust incorporating decision-making styles

AH Pourbasir, A Ghorbani, N Hasani, M Hamid… - Operations Management …, 2024 - Springer
Telemedicine has emerged as a major alternative for in-person visits, offering numerous
benefits for both patients and healthcare providers. Additionally, trust is a key factor that …

Intelligent financial forecasting with an improved chemical reaction optimization algorithm based dendritic neuron model

SC Nayak, S Dehuri, SB Cho - IEEE Access, 2022 - ieeexplore.ieee.org
Chemical reaction optimization (CRO) algorithm is a robust metaheuristic by simulating the
process of natural chemical reaction and has been applied for solving numerous realistic …

Application of an optimized PSO-BP neural network to the assessment and prediction of underground coal mine safety risk factors

DM Mulumba, J Liu, J Hao, Y Zheng, H Liu - Applied Sciences, 2023 - mdpi.com
Coal has played an important role in the economies of many countries worldwide, which has
resulted in increased surface and underground mining in countries with large coal reserves …

A review of the modeling of adsorption of organic and inorganic pollutants from water using artificial neural networks

HE Reynel-Ávila, IA Aguayo-Villarreal… - Adsorption Science …, 2022 - journals.sagepub.com
The application of artificial neural networks on adsorption modeling has significantly
increased during the last decades. These artificial intelligence models have been utilized to …