A review on representative swarm intelligence algorithms for solving optimization problems: Applications and trends
J Tang, G Liu, Q Pan - IEEE/CAA Journal of Automatica Sinica, 2021 - ieeexplore.ieee.org
Swarm intelligence algorithms are a subset of the artificial intelligence (AI) field, which is
increasing popularity in resolving different optimization problems and has been widely …
increasing popularity in resolving different optimization problems and has been widely …
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' …
some optimization problems, it faces many issues. Thus, WOA has attracted scholars' …
[HTML][HTML] Time-series forecasting of seasonal items sales using machine learning–A comparative analysis
There has been a growing interest in the field of neural networks for prediction in recent
years. In this research, a public dataset including the sales history of a retail store is …
years. In this research, a public dataset including the sales history of a retail store is …
[HTML][HTML] Applications of text mining in services management: A systematic literature review
S Kumar, AK Kar, PV Ilavarasan - International Journal of Information …, 2021 - Elsevier
The importance of text mining is increasing in services management as the access to big
data is increasing across digital platforms enabling such services. This study adopts a …
data is increasing across digital platforms enabling such services. This study adopts a …
Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy
As far back as the industrial revolution, significant development in technical innovation has
succeeded in transforming numerous manual tasks and processes that had been in …
succeeded in transforming numerous manual tasks and processes that had been in …
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: A comprehensive review
J Tang, H Duan, S Lao - Artificial Intelligence Review, 2023 - Springer
Over the past decade, unmanned aerial vehicles (UAVs) have demonstrated increasing
promise. In this context, we provide a review on swarm intelligence algorithms that play an …
promise. In this context, we provide a review on swarm intelligence algorithms that play an …
Unravelling the impact of generative artificial intelligence (GAI) in industrial applications: A review of scientific and grey literature
The scope of application of generative artificial intelligence (GAI) in industrial functions is
gaining high prominence in academic and industrial discourses. In this article, we explore …
gaining high prominence in academic and industrial discourses. In this article, we explore …
[HTML][HTML] Artificial intelligence and machine learning approaches to energy demand-side response: A systematic review
Recent years have seen an increasing interest in Demand Response (DR) as a means to
provide flexibility, and hence improve the reliability of energy systems in a cost-effective way …
provide flexibility, and hence improve the reliability of energy systems in a cost-effective way …
Theory building with big data-driven research–Moving away from the “What” towards the “Why”
AK Kar, YK Dwivedi - International Journal of Information Management, 2020 - Elsevier
Data availability and access to various platforms, is changing the nature of Information
Systems (IS) studies. Such studies often use large datasets, which may incorporate …
Systems (IS) studies. Such studies often use large datasets, which may incorporate …
Chaotic marine predators algorithm for global optimization of real-world engineering problems
A novel metaheuristic called Chaotic Marine Predators Algorithm (CMPA) is proposed and
investigated for the optimization of engineering problems. CMPA integrates the exploration …
investigated for the optimization of engineering problems. CMPA integrates the exploration …