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 …

A survey of systemic risk analytics

D Bisias, M Flood, AW Lo… - Annu. Rev. Financ. Econ …, 2012 - annualreviews.org
We provide a survey of 31 quantitative measures of systemic risk in the economics and
finance literature, chosen to span key themes and issues in systemic risk measurement and …

Everything you need to know about agent-based modelling and simulation

CM Macal - Journal of Simulation, 2016 - Taylor & Francis
This paper addresses the background and current state of the field of agent-based
modelling and simulation (ABMS). It revisits the issue of ABMS represents as a new …

Introductory tutorial: Agent-based modeling and simulation

C Macal, M North - … of the winter simulation conference 2014, 2014 - ieeexplore.ieee.org
Agent-based simulation (ABS) is an approach to modeling systems comprised of individual,
autonomous, interacting “agents.” Agent-based modeling offers ways to more easily model …

Agent-based computational economics: A constructive approach to economic theory

L Tesfatsion - Handbook of computational economics, 2006 - Elsevier
Abstract Economies are complicated systems encompassing micro behaviors, interaction
patterns, and global regularities. Whether partial or general in scope, studies of economic …

[HTML][HTML] How do agents make decisions? A survey

T Balke, N Gilbert - Journal of Artificial Societies and Social …, 2014 - jasss.soc.surrey.ac.uk
When designing an agent-based simulation, an important question to answer is how to
model the decision making processes of the agents in the system. A large number of agent …

Causal thinking and complex system approaches in epidemiology

S Galea, M Riddle, GA Kaplan - International journal of …, 2010 - academic.oup.com
Identifying biological and behavioural causes of diseases has been one of the central
concerns of epidemiology for the past half century. This has led to the development of …

Agent-based models and human subject experiments

J Duffy - Handbook of computational economics, 2006 - Elsevier
This chapter examines the relationship between agent-based modeling and economic
decision-making experiments with human subjects. Both approaches exploit controlled …

The effects of labour market reforms upon unemployment and income inequalities: an agent-based model

G Dosi, MC Pereira, A Roventini… - Socio-Economic …, 2018 - academic.oup.com
This work analyses the effects of labour market structural reforms by means of the labour-
augmented 'Schumpeter meeting Keynes'(K+ S) Agent-Based model. We introduce a policy …

Knowledge sharing in an organization

HL Yang, TCT Wu - Technological Forecasting and Social Change, 2008 - Elsevier
Managers are always seeking effective policies that encourage employees to share their
knowledge with others in an organization. The appropriate organizational incentives are …