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Repeated discrete choices in geographical agent based models with an application to fisheries

Abstract:

Most geographical agent-based models simulate agents through custom-made decision-making algorithms. This makes it difficult to assess which results are general and which are contingent on the algorithm's details. We present a set of general algorithms, applicable in any agent-based model for choosing repeatedly from a set of alternatives. We showcase each in the same fishery agent-based model and rank their performance under various scenarios. While complicated algorithms tend to perform bet...

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Publication status:
Published
Peer review status:
Peer reviewed

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Institution:
University of Oxford
Division:
Social Sciences Division
Department:
SOGE
Sub department:
Geography
Role:
Author
ORCID:
0000-0002-1045-6787
More by this author
Institution:
University of Oxford
Division:
SSD
Department:
SOGE
Sub department:
Geography
Oxford college:
St Catherine's College
Role:
Author
More by this author
Institution:
University of Oxford
Division:
Social Sciences Division
Department:
SOGE
Sub department:
Geography
Role:
Author
Publisher:
Elsevier
Journal:
Environmental Modelling and Software More from this journal
Volume:
111
Pages:
204-230
Publication date:
2018-08-30
Acceptance date:
2018-08-22
DOI:
ISSN:
1364-8152
Keywords:
Pubs id:
pubs:912006
UUID:
uuid:a966d070-5e68-483f-8156-13604309a14a
Local pid:
pubs:912006
Source identifiers:
912006
Deposit date:
2018-09-04

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