Agent-based simulation of innovation diffusion: a review
Mathematical modeling of innovation diffusion has attracted strong academic interest since
the early 1960s. Traditional diffusion models have aimed at empirical generalizations and …
the early 1960s. Traditional diffusion models have aimed at empirical generalizations and …
Simple or complicated agent-based models? A complicated issue
Agent-based models (ABMs) are increasingly recognized as valuable tools in modelling
human-environmental systems, but challenges and critics remain. One pressing challenge …
human-environmental systems, but challenges and critics remain. One pressing challenge …
Building, composing and experimenting complex spatial models with the GAMA platform
The agent-based modeling approach is now used in many domains such as geography,
ecology, or economy, and more generally to study (spatially explicit) socio-environmental …
ecology, or economy, and more generally to study (spatially explicit) socio-environmental …
[PDF][PDF] Computational modelling of public policy: Reflections on practice
N Gilbert, P Ahrweiler… - Journal of Artificial …, 2018 - jasss.soc.surrey.ac.uk
Computational models are increasingly being used to assist in developing, implementing
and evaluating public policy. This paper reports on the experience of the authors in …
and evaluating public policy. This paper reports on the experience of the authors in …
Different modelling purposes
B Edmonds - Simulating social complexity: A handbook, 2017 - Springer
How one builds, checks, validates and interprets a model depends on its 'purpose'. This is
true even if the same model is used for different purposes, which means that a model built …
true even if the same model is used for different purposes, which means that a model built …
GAMA 1.6: Advancing the art of complex agent-based modeling and simulation
Agent-based models tend to be more and more complex. In order to cope with this increase
of complexity, powerful modeling and simulation tools are required. These last years have …
of complexity, powerful modeling and simulation tools are required. These last years have …
Empirical validation of agent-based models: Alternatives and prospects
This paper addresses a set of methodological problems arising in the empirical validation of
agent-based (AB) economics models and discusses how these are currently being tackled …
agent-based (AB) economics models and discusses how these are currently being tackled …
From lock-in to transformation: A path-centric theory of emerging technology and organizing
We offer a path-centric theory of emerging technology and organizing that addresses a basic
question. When does emerging technology lead to transformative change? A path-centric …
question. When does emerging technology lead to transformative change? A path-centric …
A critical guide to empirical validation of agent-based models in economics: Methodologies, procedures, and open problems
This paper addresses the methodological problems of empirical validation in agent-based
(AB) models in economics and how these are currently being tackled. We first identify a set …
(AB) models in economics and how these are currently being tackled. We first identify a set …
[HTML][HTML] Does empirical embeddedness matter? Methodological issues on agent-based models for analytical social science
R Boero, F Squazzoni - Journal of artificial societies and …, 2005 - jasss.soc.surrey.ac.uk
The paper deals with the use of empirical data in social science agent-based models. Agent-
based models are too often viewed just as highly abstract thought experiments conducted in …
based models are too often viewed just as highly abstract thought experiments conducted in …