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The Future of Agent-Based Modeling [PDF]

open access: yesEastern Economic Journal, 2016
In this paper, I elaborate on the role of agent-based (AB) modeling for macroeconomic research. My main tenet is that the full potential of the AB approach has not been realized yet. This potential lies in the modular nature of the models, which is bought by abandoning the straitjacket of rational expectations and embracing an evolutionary perspective.
openaire   +6 more sources

An Agent-Based Classification Model [PDF]

open access: yesSSRN Electronic Journal, 2007
The major function of this model is to access the UCI Wisconsin Breast Can- cer data-set[1] and classify the data items into two categories, which are normal and anomalous. This kind of classifi cation can be referred as anomaly detection, which discriminates anomalous behaviour from normal behaviour in computer systems.
Feng Gu 0006   +2 more
openaire   +2 more sources

Towards an agent-based model for risk-based regulation [PDF]

open access: yes, 2010
Risk-based regulation has grown rapidly as a component of Government decision making, and as such, the need for an established evidence-based framework for decisions about risk has become the new mantra.
Davies, Gareth J.
core   +3 more sources

Learning in Agent-based Models [PDF]

open access: yesEastern Economic Journal, 2010
In basic economic theory agents are supposed to optimize, given their constraints.This, in situations where they are anonymous, isolated and have no influence overthe constraints with which they are faced. Any intelligent student, coming toeconomics for the first time, finds this unrealistic and several intensive courses,particularly in micro-economics,
openaire   +3 more sources

Features of Agent-based Models [PDF]

open access: yesElectronic Proceedings in Theoretical Computer Science, 2017
In Proceedings GaM 2017, arXiv:1712 ...
Reiko Heckel   +2 more
openaire   +5 more sources

Towards Agent-Based Model Specification of Smart Grid: A Cognitive Agent-Based Computing Approach [PDF]

open access: yesInterdisciplinary Description of Complex Systems, 2019
A smart grid can be considered as a complex network where each node represents a generation unit or a consumer, whereas links can be used to represent transmission lines. One way to study complex systems is by using the agent-based modeling paradigm. The
Waseem Akram   +3 more
doaj   +1 more source

Agent-Based Pedestrian Modeling [PDF]

open access: yesEnvironment and Planning B: Planning and Design, 2001
When the focus of interest in geographical systems is at the very fine scale, at the level of streets and buildings for example, movement becomes central to simulations of how spatial activities are used and develop. Recent advances in computing power and the acquisition of fine scale digital data now mean that we are able to attempt to understand ...
openaire   +2 more sources

Agent-Based Simulation of Hardware-Intensive Design Teams Using the Function–Behavior–Structure Framework

open access: yesSystems, 2019
Agile processes have been used in software development, with many case studies indicating positive changes in productivity when these processes are used. Agile processes are beginning to be applied to work beyond software-centric systems.
Mitch Bott, Bryan Mesmer
doaj   +1 more source

On the contact tracing for COVID-19: A simulation study

open access: yesEpidemics, 2023
Background:: Contact tracing is one of the most effective non-pharmaceutical interventions in the COVID-19 pandemic. This study uses a multi-agent model to investigate the impact of four types of contact tracing strategies to prevent the spread of COVID ...
Luděk Berec   +11 more
doaj   +1 more source

An Agent-Based Model of Burglary

open access: yesEnvironment and Planning B: Planning and Design, 2009
Occurrences of crime are complex phenomena. They are the result of a large number of interrelated elements which can include environmental factors as well as complex human behaviours. Traditionally, crime occurrences have been modelled using statistical techniques, and although such approaches are useful, they face difficulties in providing predictive
Nick Malleson   +2 more
openaire   +3 more sources

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