Agent based modelling: Difference between revisions
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(ABM). | (ABM). | ||
A type of | A type of forecast modelling in which individuals or collective entities (such as organisations or groups) and their interaction with each other and their environment, are explicitly represented. | ||
ABM assumes that participants in the system are autonomous agents, rather than responding in entirely predictable or passive ways, as assumed by some 'classical' models. | ABM assumes that participants in the system are autonomous agents, rather than responding in entirely predictable or passive ways, as assumed by some 'classical' forecasting models. | ||
ABM attempts to integrate human and institutional behaviour with a view to assessing their effects on the system as a whole | ABM attempts to integrate human and institutional behaviour - including 'irrational' behaviour - with a view to assessing their effects on the system as a whole. | ||
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<span style="color:#4B0082">''''' | <span style="color:#4B0082">'''''Bank of England's economic forecasting'''''</span> | ||
:"Andy Haldane, chief economist at the Bank of England... puts a lot of store in 'agent based modelling' (ABM), a computational approach that attempts to integrate the often capricious nature of human and institutional behaviour into forecasting models. | :"Andy Haldane, chief economist at the Bank of England... puts a lot of store in 'agent based modelling' (ABM), a computational approach that attempts to integrate the often capricious nature of human and institutional behaviour into forecasting models. | ||
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:The alternative of government by gut instinct is not an appealing prospect." | :The alternative of government by gut instinct is not an appealing prospect." | ||
:''The Treasurer magazine, February 2017, p13 - Jeremy Warner, assistant editor of The Daily Telegraph.'' | |||
:''The Treasurer magazine, February 2017 p13 - Jeremy Warner.'' | |||
==See also== | ==See also== | ||
* [[Agency]] | * [[Agency]] | ||
* [[Agent]] | |||
* [[Behavioural economics]] | * [[Behavioural economics]] | ||
* [[Classical economics]] | |||
* [[Game theory]] | |||
* [[Irrational]] | |||
* [[Model]] | * [[Model]] | ||
* [[Trumponomics]] | |||
[[Category:Knowledge_and_information_management]] | |||
[[Category:Identify_and_assess_risks]] | |||
Latest revision as of 18:10, 4 July 2022
(ABM).
A type of forecast modelling in which individuals or collective entities (such as organisations or groups) and their interaction with each other and their environment, are explicitly represented.
ABM assumes that participants in the system are autonomous agents, rather than responding in entirely predictable or passive ways, as assumed by some 'classical' forecasting models.
ABM attempts to integrate human and institutional behaviour - including 'irrational' behaviour - with a view to assessing their effects on the system as a whole.
Both mathematical and experimental approaches are required for ABM's development and application.
Bank of England's economic forecasting
- "Andy Haldane, chief economist at the Bank of England... puts a lot of store in 'agent based modelling' (ABM), a computational approach that attempts to integrate the often capricious nature of human and institutional behaviour into forecasting models.
- Let's hope it works; if it doesn't, populist denigration of expert opinion will only intensify further.
- The alternative of government by gut instinct is not an appealing prospect."
- The Treasurer magazine, February 2017, p13 - Jeremy Warner, assistant editor of The Daily Telegraph.
