Thinking about complexity in health: a systematic review of the key systems thinking and complexity ideas in health

E Rusoja, D Haynie, J Sievers… - Journal of evaluation …, 2018 - Wiley Online Library
Rationale, aims, and objectives As the Sustainable Development Goals are rolled out
worldwide, development leaders will be looking to the experiences of the past to improve …

Enhancing discrete-event simulation with big data analytics: A review

A Greasley, JS Edwards - Journal of the Operational Research …, 2021 - Taylor & Francis
This article presents a literature review of the use of the OR technique of discrete-event
simulation (DES) in conjunction with the big data analytics (BDA) approaches of data …

[HTML][HTML] Zooming in and out the landscape: Artificial intelligence and system dynamics in business and management

S Armenia, E Franco, F Iandolo, G Maielli… - … Forecasting and Social …, 2024 - Elsevier
Organizations are increasingly leveraging the ability of artificial intelligence to analyze and
resolve complex problems. This can potentially reshape the interdependencies and …

[HTML][HTML] Hybrid models as transdisciplinary research enablers

A Tolk, A Harper, N Mustafee - European Journal of Operational Research, 2021 - Elsevier
Modelling and simulation (M&S) techniques are frequently used in Operations Research
(OR) to aid decision-making. With growing complexity of systems to be modelled, an …

[HTML][HTML] Facets of trust in simulation studies

A Harper, N Mustafee, M Yearworth - European Journal of Operational …, 2021 - Elsevier
The purpose of a modelling and simulation (M&S) study for real-world operations
management applications is to support decision-making and inform potential action …

Purpose and benefits of hybrid simulation: contributing to the convergence of its definition

N Mustafee, S Brailsford, A Djanatliev… - 2017 winter …, 2017 - ieeexplore.ieee.org
There is a growing trend in the number of M&S studies that report on the use of Hybrid
Simulation. However, the meaning and the usage of the term varies considerably. Indeed …

From hybrid simulation to hybrid systems modelling

N Mustafee, JH Powell - 2018 Winter Simulation Conference …, 2018 - ieeexplore.ieee.org
Hybrid Simulation (HS) is the combined application of simulation approaches like SD, DES
and ABS in the model implementation stage of a simulation study. Its objective is to better …

Symbiotic simulation system: Hybrid systems model meets big data analytics

BS Onggo, N Mustafee, A Smart… - 2018 Winter …, 2018 - ieeexplore.ieee.org
Symbiotic simulation is one of Industry 4.0 technologies that enables interaction between a
physical system and the simulation model that represents it as its digital twin. Symbiotic …

Hybrid modeling of collaborative freight transportation planning using agent-based simulation, auction-based mechanisms, and optimization

KH Bae, N Mustafee, S Lazarova-Molnar… - Simulation, 2022 - journals.sagepub.com
The sharing economy is a peer-to-peer economic model characterized by people and
organizations sharing resources. With the emergence of such economies, an increasing …

Simulation and the fourth industrial revolution

MM Gunal - Simulation for Industry 4.0: Past, Present, and Future, 2019 - Springer
Through history, advancements in technology have revolutionised manufacturing and
caused a leap in industrialisation. Industry 4.0, the Fourth Industrial Revolution, comprises of …