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 …

Pattern-oriented modeling of agent-based complex systems: lessons from ecology

V Grimm, E Revilla, U Berger, F Jeltsch, WM Mooij… - science, 2005 - science.org
Agent-based complex systems are dynamic networks of many interacting agents; examples
include ecosystems, financial markets, and cities. The search for general principles …

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 …

[图书][B] Agent-based and individual-based modeling: a practical introduction

SF Railsback, V Grimm - 2019 - books.google.com
The essential textbook on agent-based modeling—now fully updated and expanded Agent-
Based and Individual-Based Modeling has become the standard textbook on the subject for …

Individual-based modeling and ecology

V Grimm, SF Railsback - Individual-based modeling and ecology, 2013 - degruyter.com
Individual-based models are an exciting and widely used new tool for ecology. These
computational models allow scientists to explore the mechanisms through which population …

State–space models of individual animal movement

TA Patterson, L Thomas, C Wilcox… - Trends in ecology & …, 2008 - cell.com
Detailed observation of the movement of individual animals offers the potential to
understand spatial population processes as the ultimate consequence of individual …

Individual-based modeling of ecological and evolutionary processes

DL DeAngelis, WM Mooij - Annu. Rev. Ecol. Evol. Syst., 2005 - annualreviews.org
▪ Abstract Individual-based models (IBMs) allow the explicit inclusion of individual variation
in greater detail than do classical differential-equation and difference-equation models …

Towards better modelling and decision support: Documenting model development, testing, and analysis using TRACE

V Grimm, J Augusiak, A Focks, BM Frank, F Gabsi… - Ecological …, 2014 - Elsevier
The potential of ecological models for supporting environmental decision making is
increasingly acknowledged. However, it often remains unclear whether a model is realistic …

Decision-making in agent-based modeling: A current review and future prospectus

DL DeAngelis, SG Diaz - Frontiers in Ecology and Evolution, 2019 - frontiersin.org
All basic processes of ecological populations involve decisions; when and where to move,
when and what to eat, and whether to fight or flee. Yet decisions and the underlying …

Do simple models lead to generality in ecology?

MR Evans, V Grimm, K Johst, T Knuuttila… - Trends in ecology & …, 2013 - cell.com
Modellers of biological, ecological, and environmental systems cannot take for granted the
maxim 'simple means general means good'. We argue here that viewing simple models as …