Crop Planning Optimization Model: the Validation and Verification Processes

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F62156489%3A43110%2F12%3A00170739" target="_blank" >RIV/62156489:43110/12:00170739 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/s10100-011-0205-8" target="_blank" >http://dx.doi.org/10.1007/s10100-011-0205-8</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/s10100-011-0205-8" target="_blank" >10.1007/s10100-011-0205-8</a>

Result language
angličtina
Original language name
Crop Planning Optimization Model: the Validation and Verification Processes
Original language description
Each optimization problem in the area of natural resources claims for a specific validation and verification (V&V) procedures which, for overwhelming majority of the models, have not been developed so far. In this paper we develop V&V procedures for thecrop planning optimization models in agriculture when the randomness of harvests is considered and complex crop rotation restrictions must hold. We list the criteria for developing V&V processes in this particular case, discuss the restrictions given bythe data availability and suggest the V&V procedures. To show its relevance, they are applied to recently constructed stochastic programming model aiming to serve as a decision support tool for crop plan optimization in South Moravian farm. We find thatthe model is verified and valid and if applied in practice - it thus offers a plausible alternative to standard decision making routine on farms which often leads to breaking the crop rotation rules.
Czech name
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Czech description
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Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
BB - Applied statistics, operational research
OECD FORD branch
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Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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