An applied spatial agent-based model of administrative boundaries using SEAL

02/10/2017
by   Bernardo Alves Furtado, et al.
0

This paper extends and adapts an existing abstract model into an empirical metropolitan region in Brazil. The model - named SEAL: a Spatial Economic Agent-based Lab - comprehends a framework to enable public policy ex-ante analysis. The aim of the model is to use official data and municipalities spatial boundaries to allow for policy experimentation. The current version considers three markets: housing, labor and goods. Families' members age, consume, join the labor market and trade houses. A single consumption tax is collected by municipalities that invest back into quality of life improvements. We test whether a single metropolitan government - which is an aggregation of municipalities - would be in the best interest of its citizens. Preliminary results for 20 simulation runs indicate that it may be the case. Future developments include improving performance to enable running of higher percentage of the population and a number of runs that make the model more robust.

READ FULL TEXT
research
09/15/2020

The impact of social influence in Australian real-estate: market forecasting with a spatial agent-based model

Housing markets are inherently spatial, yet many existing models fail to...
research
12/31/2017

PolicySpace: a modeling platform

Public Policy involves proposing changes to existing practices, alternat...
research
02/23/2021

PolicySpace2: modeling markets and endogenous housing policies

Policymakers decide on alternative policies facing restricted budgets an...
research
03/04/2022

Machine Learning Simulates Agent-Based Model Towards Policy

Public Policies are not intrinsically positive or negative. Rather, poli...
research
04/10/2023

Epidemic Control on a Large-Scale-Agent-Based Epidemiology Model using Deep Deterministic Policy Gradient

To mitigate the impact of the pandemic, several measures include lockdow...
research
02/22/2023

An agent-based model of the 2020 international policy diffusion in response to the COVID-19 pandemic with particle filter

Global problems, such as pandemics and climate change, require rapid int...
research
07/20/2016

Juxtaposition of System Dynamics and Agent-based Simulation for a Case Study in Immunosenescence

Advances in healthcare and in the quality of life significantly increase...

Please sign up or login with your details

Forgot password? Click here to reset