Artificial intelligence applications in supply chain management

M Pournader, H Ghaderi, A Hassanzadegan… - International Journal of …, 2021 - Elsevier
This paper presents a systematic review of studies related to artificial intelligence (AI)
applications in supply chain management (SCM). Our systematic search of the related …

Simulation in industry 4.0: A state-of-the-art review

W de Paula Ferreira, F Armellini… - Computers & Industrial …, 2020 - Elsevier
Simulation is a key technology for developing planning and exploratory models to optimize
decision making as well as the design and operations of complex and smart production …

Cooperative heterogeneous multi-robot systems: A survey

Y Rizk, M Awad, EW Tunstel - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
The emergence of the Internet of things and the widespread deployment of diverse
computing systems have led to the formation of heterogeneous multi-agent systems (MAS) …

Challenges, tasks, and opportunities in modeling agent-based complex systems

L An, V Grimm, A Sullivan, BL Turner Ii, N Malleson… - Ecological …, 2021 - Elsevier
Humanity is facing many grand challenges at unprecedented rates, nearly everywhere, and
at all levels. Yet virtually all these challenges can be traced back to the decision and …

Tools and methods in participatory modeling: Selecting the right tool for the job

A Voinov, K Jenni, S Gray, N Kolagani, PD Glynn… - … Modelling & Software, 2018 - Elsevier
Various tools and methods are used in participatory modelling, at different stages of the
process and for different purposes. The diversity of tools and methods can create challenges …

Metamodel-based simulation optimization: A systematic literature review

JVS do Amaral, JAB Montevechi… - … Modelling Practice and …, 2022 - Elsevier
Over the past few decades, modeling, simulation, and optimization tools have received
attention for their ability to represent and improve complex systems. The use of …

Eight grand challenges in socio-environmental systems modeling

S Elsawah, T Filatova, AJ Jakeman… - Socio-Environmental …, 2020 - research.utwente.nl
Modeling is essential to characterize and explore complex societal and environmental
issues in systematic and collaborative ways. Socio-environmental systems (SES) modeling …

Agent‐based modeling to integrate elements from different disciplines for ambitious climate policy

I Savin, F Creutzig, T Filatova, J Foramitti… - Wiley …, 2023 - Wiley Online Library
Ambitious climate mitigation policies face social and political resistance. One reason is that
existing policies insufficiently capture the diversity of relevant insights from the social …

Residential solar photovoltaic adoption behaviour: End-to-end review of theories, methods and approaches

M Alipour, H Salim, RA Stewart, O Sahin - Renewable Energy, 2021 - Elsevier
The effectiveness of deployment policies to promote the uptake of residential rooftop solar
photovoltaic systems ultimately hinges on the behaviour of households who decide to …

A framework for identifying and analysing industry 4.0 scenarios

W de Paula Ferreira, F Armellini… - Journal of Manufacturing …, 2022 - Elsevier
Industry 4.0 is a central strategy to strengthen the competitiveness of the manufacturing
sector over the next years. Nevertheless, there is a lack of common understanding of …