Uncertainty in Artificial Intelligence
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MIDAS - An Influence Diagram for Management of Mildew in Winter Wheat
Allan Jensen, Finn Jensen
Abstract:
We present a prototype of a decision support system for management of the fungal disease mildew in winter wheat. The prototype is based on an influence diagram which is used to determine the optimal time and dose of mildew treatments. This involves multiple decision opportunities over time, stochasticity, inaccurate information and incomplete knowledge. The paper describes the practical and theoretical problems encountered during the construction of the influence diagram, and also the experience with the prototype.
Keywords: Influence diagram, decision optimization, agriculture, prototype, dynamic programmin
Pages: 349-356
PS Link:
PDF Link: /papers/96/p349-jensen.pdf
BibTex:
@INPROCEEDINGS{Jensen96,
AUTHOR = "Allan Jensen and Finn Jensen",
TITLE = "MIDAS - An Influence Diagram for Management of Mildew in Winter Wheat",
BOOKTITLE = "Proceedings of the Twelfth Conference Annual Conference on Uncertainty in Artificial Intelligence (UAI-96)",
PUBLISHER = "Morgan Kaufmann",
ADDRESS = "San Francisco, CA",
YEAR = "1996",
PAGES = "349--356"
}


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