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 …

Theoretical foundations of human decision-making in agent-based land use models–A review

J Groeneveld, B Müller, CM Buchmann… - … modelling & software, 2017 - Elsevier
Recent reviews stated that the complex and context-dependent nature of human decision-
making resulted in ad-hoc representations of human decision in agent-based land use …

The ODD protocol for describing agent-based and other simulation models: A second update to improve clarity, replication, and structural realism

V Grimm, SF Railsback… - Journal of Artificial …, 2020 - eprints.bournemouth.ac.uk
© 2020, University of Surrey. All rights reserved. The Overview, Design concepts and Details
(ODD) protocol for describing Individual-and Agent-Based Models (ABMs) is now widely …

A framework for map** and comparing behavioural theories in models of social-ecological systems

M Schlüter, A Baeza, G Dressler, K Frank… - Ecological …, 2017 - Elsevier
Formal models are commonly used in natural resource management (NRM) to study human-
environment interactions and inform policy making. In the majority of applications, human …

The complexities of agent-based modeling output analysis

JS Lee, T Filatova, A Ligmann-Zielinska… - Journal of Artificial …, 2015 - econstor.eu
The proliferation of agent-based models (ABMs) in recent decades has motivated model
practitioners to improve the transparency, replicability, and trust in results derived from …

[KNIHA][B] Agent-based models

N Gilbert - 2019 - books.google.com
Agent-based simulation has become increasingly popular as a modeling approach in the
social sciences because it enables researchers to build models where individual entities …

[HTML][HTML] Agent-based modelling of social-ecological systems: achievements, challenges, and a way forward

J Schulze, B Müller, J Groeneveld… - Journal of Artificial …, 2017 - jasss.soc.surrey.ac.uk
Understanding social-ecological systems (SES) is crucial to supporting the sustainable
management of resources. Agent-based modelling is a valuable tool to achieve this …

Simple or complicated agent-based models? A complicated issue

Z Sun, I Lorscheid, JD Millington, S Lauf… - … Modelling & Software, 2016 - Elsevier
Agent-based models (ABMs) are increasingly recognized as valuable tools in modelling
human-environmental systems, but challenges and critics remain. One pressing challenge …

Decision-making in agent-based models of migration: State of the art and challenges

A Klabunde, F Willekens - European Journal of Population, 2016 - Springer
We review agent-based models (ABM) of human migration with respect to their decision-
making rules. The most prominent behavioural theories used as decision rules are the …

Integrated assessment and modelling: overview and synthesis of salient dimensions

SH Hamilton, S ElSawah, JHA Guillaume… - … Modelling & Software, 2015 - Elsevier
Integrated assessment and its inherent platform, integrated modelling, present an
opportunity to synthesize diverse knowledge, data, methods and perspectives into an …