Results 11 to 20 of about 11,927,890 (342)
COVID-ABS: An agent-based model of COVID-19 epidemic to simulate health and economic effects of social distancing interventions [PDF]
Chaos, Solitons & Fractals, 2020 The COVID-19 pandemic due to the SARS-CoV-2 coronavirus has directly impacted the public health and economy worldwide. To overcome this problem, countries have adopted different policies and non-pharmaceutical interventions for controlling the spread of ...
Petrônio C. L. Silva +5 more
semanticscholar +1 more source
Modelling COVID-19 transmission in supermarkets using an agent-based model [PDF]
PLoS ONE, 2020 Since the outbreak of COVID-19 in early March 2020, supermarkets around the world have implemented different policies to reduce the virus transmission in stores to protect both customers and staff, such as restricting the maximum number of customers in a
Fabian Ying, N. O’Clery
semanticscholar +1 more source
Learning differential equation models from stochastic agent-based model simulations [PDF]
Journal of the Royal Society Interface, 2020 Agent-based models provide a flexible framework that is frequently used for modelling many biological systems, including cell migration, molecular dynamics, ecology and epidemiology. Analysis of the model dynamics can be challenging due to their inherent
John T. Nardini +3 more
semanticscholar +1 more source
Covasim: An agent-based model of COVID-19 dynamics and interventions
medRxiv, 2020 The COVID-19 pandemic has created an urgent need for models that can project epidemic trends, explore intervention scenarios, and estimate resource needs.
C. Kerr +25 more
semanticscholar +1 more source
An agent-based model to evaluate the COVID-19 transmission risks in facilities
Computers in Biology and Medicine, 2020 The rapid spread of the coronavirus disease (COVID-19) has become a global threat affecting almost all countries in the world. As countries reach the infection peak, it is planned to return to a new normal under different coexistence conditions in order ...
Erik Cuevas
semanticscholar +1 more source
Economic Forecasting with an Agent-Based Model
Social Science Research Network, 2020 We develop the first agent-based model (ABM) that can compete with benchmark VAR and DSGE models in out-of-sample forecasting of macro variables. Our ABM for a small open economy uses micro and macro data from national and sector accounts, input-output ...
S. Poledna +3 more
semanticscholar +1 more source
A comparison of economic agent-based model calibration methods [PDF]
Journal of Economic Dynamics and Control, 2019 Interest in agent-based models of financial markets and the wider economy has increased consistently over the last few decades, in no small part due to their ability to reproduce a number of empirically-observed stylised facts that are not easily ...
D. Platt
semanticscholar +1 more source
The complexity of the intangible digital economy: an agent-based model
Journal of business research, 2020 During the last decades, we have witnessed a strong development of intangible digital technologies. Software, artificial intelligence and algorithms are increasingly affecting both production systems and our lives; economists have started to figure out ...
Filippo Bertani +4 more
semanticscholar +1 more source
Agent-Based Model Exploration [PDF]
, 2015 The previous chapters have allowed us to introduce the basics of agent-based model creation with NetLogo. This has resulted in a model such as the one used in our running example. Once the model has been built, the aim is to manipulate it in such a way that new knowledge about the modeled phenomenon can be created.
Banos, Arnaud +3 more
openaire +3 more sources
Implementation features of large economic models
π-Economy, 2023 Agent-based economic models are invaluable tools for understanding complex economic systems and informed political decisions. However, the computational demands of large-scale agent-based models often require significant resources, limiting their ...
Bragin Aleksey, Bakhtizin Albert
doaj +1 more source