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 …

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' …

[HTML][HTML] Time-series forecasting of seasonal items sales using machine learning–A comparative analysis

Y Ensafi, SH Amin, G Zhang, B Shah - International Journal of Information …, 2022 - Elsevier
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 …

[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 …

Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy

YK Dwivedi, L Hughes, E Ismagilova, G Aarts… - International journal of …, 2021 - Elsevier
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 …

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 …

Unravelling the impact of generative artificial intelligence (GAI) in industrial applications: A review of scientific and grey literature

AK Kar, PS Varsha, S Rajan - Global Journal of Flexible Systems …, 2023 - Springer
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 …

[HTML][HTML] Artificial intelligence and machine learning approaches to energy demand-side response: A systematic review

I Antonopoulos, V Robu, B Couraud, D Kirli… - … and Sustainable Energy …, 2020 - Elsevier
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 …

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 …

Chaotic marine predators algorithm for global optimization of real-world engineering problems

S Kumar, BS Yildiz, P Mehta, N Panagant… - Knowledge-Based …, 2023 - Elsevier
A novel metaheuristic called Chaotic Marine Predators Algorithm (CMPA) is proposed and
investigated for the optimization of engineering problems. CMPA integrates the exploration …