Agent-based Ecological Model Calibration - on the Edge of a New Approach

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dc.creatorPereira, Antonio
dc.creatorDuarte, Pedro
dc.creatorReis, Luis Paulo
dc.date2008-09-09
dc.date.accessioned2026-07-07T10:01:56Z
dc.date.available2026-07-07T10:01:56Z
dc.descriptionThe purpose of this paper is to present a new approach to ecological model calibration -- an agent-based software. This agent works on three stages: 1- It builds a matrix that synthesizes the inter-variable relationships; 2- It analyses the steady-state sensitivity of different variables to different parameters; 3- It runs the model iteratively and measures model lack of fit, adequacy and reliability. Stage 3 continues until some convergence criteria are attained. At each iteration, the agent knows from stages 1 and 2, which parameters are most likely to produce the desired shift on predicted results.
dc.description7 pages, 6 figures, Proceedings of the International Conference on Knowledge Engineering and Decision Support, pp. 107-113, ISEP, Porto, Portugal, July 2004
dc.identifierhttps://arxiv.org/abs/0809.1686
dc.identifierhttp://arxiv.org/abs/0809.1686
dc.identifier.urihttp://salesiana.dossiersoluciones.com/handle/123456789/168799
dc.subjectArtificial Intelligence
dc.subjectMultiagent Systems
dc.titleAgent-based Ecological Model Calibration - on the Edge of a New Approach
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