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

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

2008-09-09

arxiv.org/abs/0809.1686v1

Computer Science

Artificial Intelligence

7 pages, 6 figures, Proceedings of the International Conference on Knowledge Engineering and Decision Support, pp. 107-113, IS

Scientific paper

The 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.

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