Crop Planning Optimization Model: the Validation and Verification Processes

Kód výsledku v 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>

Výsledek na webu

<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>

Jazyk výsledku

angličtina

Název v původním jazyce

Crop Planning Optimization Model: the Validation and Verification Processes

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

Crop Planning Optimization Model: the Validation and Verification Processes

Popis výsledku anglicky

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.

Druh

J_x - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)

CEP obor

BB - Aplikovaná statistika, operační výzkum

OECD FORD obor

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Projekt

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Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2012

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

Central European Journal of Operations Research

ISSN

1435-246X

e-ISSN

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Svazek periodika

20

Číslo periodika v rámci svazku

3

Stát vydavatele periodika

DE - Spolková republika Německo

Počet stran výsledku

12

Strana od-do

451-462

Kód UT WoS článku

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EID výsledku v databázi Scopus

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