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Modelling the Richards function using Evolutionary Algorithms on the effect of electrical conductivity of nutrient solution on zucchini growth in hydroponic culture

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dc.contributor.author Liopa-Tsakalidi, A en
dc.contributor.author Savvas, D en
dc.contributor.author Beligiannis, GN en
dc.date.accessioned 2014-06-06T06:50:35Z
dc.date.available 2014-06-06T06:50:35Z
dc.date.issued 2010 en
dc.identifier.issn 1569190X en
dc.identifier.uri http://dx.doi.org/10.1016/j.simpat.2010.04.013 en
dc.identifier.uri http://62.217.125.90/xmlui/handle/123456789/5074
dc.subject EAs en
dc.subject EC en
dc.subject Hydroponics en
dc.subject Richards function en
dc.subject.other EAs en
dc.subject.other Electrical conductivity en
dc.subject.other Growing period en
dc.subject.other Hydroponic cultivation en
dc.subject.other Hydroponic culture en
dc.subject.other Nutrient solution en
dc.subject.other Optimal model en
dc.subject.other Plant growth en
dc.subject.other Total soluble solids en
dc.subject.other Cultivation en
dc.subject.other Electric conductivity en
dc.subject.other Evolutionary algorithms en
dc.subject.other Plant life extension en
dc.subject.other Nutrients en
dc.title Modelling the Richards function using Evolutionary Algorithms on the effect of electrical conductivity of nutrient solution on zucchini growth in hydroponic culture en
heal.type journalArticle en
heal.identifier.primary 10.1016/j.simpat.2010.04.013 en
heal.publicationDate 2010 en
heal.abstract The effect of two levels of electrical conductivity (EC) in two nutrient solutions was studied in a hydroponic cultivation of zucchini, during the growing period using the Richards function. The equations for each individual organ were fitted using Evolutionary Algorithms (EAs) and the improvement of parameters was defined through an innovative EA. So, by estimating the (near) optimal model of the growth of each individual organ, the proposed method manages to simulate the plant growth and how the two levels of EC in two different nutrient solutions affects it, as demonstrated by experimental results. The leaves were longer in the lower electrical conductivity. The length of the leaves and the growth rate of the older leaf were higher than those of the newer leaf in both nutrient solutions. The total soluble solids of fruits were more at the higher EC level. © 2010 Elsevier B.V. All rights reserved. en
heal.journalName Simulation Modelling Practice and Theory en
dc.identifier.issue 9 en
dc.identifier.volume 18 en
dc.identifier.doi 10.1016/j.simpat.2010.04.013 en
dc.identifier.spage 1266 en
dc.identifier.epage 1273 en


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