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 …

Agent-based social simulation of the COVID-19 pandemic: A systematic review

F Lorig, E Johansson, P Davidsson - JASSS: Journal of Artificial …, 2021 - diva-portal.org
When planning interventions to limit the spread of Covid-, the current state of knowledge
about the disease and specific characteristics of the population need to be considered …

Towards normalizing good practice across the whole modeling cycle: its instrumentation and future research topics

AJ Jakeman, S Elsawah, HH Wang… - Socio-Environmental …, 2024 - sesmo.org
Choices made in modeling matter and demand more explication since they determine how
much we can trust modeling insights and predictions within their social, political and ethical …

Computational models that matter during a global pandemic outbreak: A call to action

F Squazzoni, JG Polhill, B Edmonds… - JASSS-The Journal of …, 2020 - research.rug.nl
The COVID-19 pandemic is causing a dramatic loss of lives worldwide, challenging the
sustainability of our health care systems, threatening economic meltdown, and putting …

How to translate a verbal theory into a formal model

PE Smaldino - Social Psychology, 2020 - econtent.hogrefe.com
Turning verbal theories into formal models is an essential business of a mature science.
Here I elaborate on taxonomies of models, provide ten lessons for translating a verbal theory …

Agent-based modeling and simulation in architecture

D Stieler, T Schwinn, S Leder, M Maierhofer… - Automation in …, 2022 - Elsevier
Over the last two decades, the use of agent-based models (ABMs) to model and simulate the
dynamics of complex systems has increased significantly among various scientific fields …

[HTML][HTML] Agent-based model for assessment of multiple circular economy strategies: Quantifying product-service diffusion, circularity, and sustainability

R Koide, H Yamamoto, K Nansai… - Resources, Conservation …, 2023 - Elsevier
Despite the increasing need for tools to support a circular economy, methods for assessing
circularity and environmental consequences in a way that considers dynamic changes in …

Typologies of European farmers: approaches, methods and research gaps

B Bartkowski, C Schüßler, B Müller - Regional Environmental Change, 2022 - Springer
Understanding farmers' behaviour and their different responses to environmental change,
institutional change and policy interventions is important to facilitate the understanding of the …

[HTML][HTML] Towards reusable building blocks for agent-based modelling and theory development

U Berger, A Bell, CM Barton, E Chappin… - … Modelling & Software, 2024 - Elsevier
Despite the increasing use of standards for documenting and testing agent-based models
(ABMs) and sharing of open access code, most ABMs are still developed from scratch. This …

Agents. jl: a performant and feature-full agent-based modeling software of minimal code complexity

G Datseris, AR Vahdati, TC DuBois - Simulation, 2024 - journals.sagepub.com
Agent-based modeling is a simulation method in which autonomous agents interact with
their environment and one another, given a predefined set of rules. It is an integral method …