Geodesic
A Cost-effective Method for Identifying Nutrient Media Combinations Producing Plants with Maximum Bioactive Substances
Serdica Journal of Computing, Tome 12 (2018) no. 3, pp. 191-218

Voir la notice de l'article provenant de la source Bulgarian Digital Mathematics Library

The aim is to find a cost-effective method of identifying nutrient media producing identical plants with maximum performance in terms of the bioactive substances contained in them. An adaptation of QSAR is used. The “spatial structure of the chemical component” is replaced with “the multidimensional structure of the nutrient medium” or with the treated day schemes. For each process, a separate forecast is made. All nutrition media produced in silico are based on the ranges of phytonutrient hormones in biotechnological experiments. We found 43 theoretical combinations of media with more than 80% success under conditions of limited resources in the price range of [0–1,5] euro/liter. The obtained results can be used as: a theoretical guideline for determining the optimal nutrient media and combinations; to the study of other medicinal plants in order to establish effective biotechnological schemes for growth and rooting that are also cost-effective; using ANN, taking into account the species and the ecotype.
Keywords: Artificial Neural Networks, QSAR, Rhodiola Rosea, In Vitro 
@article{SJC_2018_12_3_a4,
     author = {Simeonova, Valeriya and Tasheva, Krassimira and Kosturkova, Georgina and Vassilev, Dimitar},
     title = {A {Cost-effective} {Method} for {Identifying} {Nutrient} {Media} {Combinations} {Producing} {Plants} with {Maximum} {Bioactive} {Substances}},
     journal = {Serdica Journal of Computing},
     pages = {191--218},
     publisher = {mathdoc},
     volume = {12},
     number = {3},
     year = {2018},
     language = {en},
     url = {http://geodesic.mathdoc.fr/item/SJC_2018_12_3_a4/}
}
TY  - JOUR
AU  - Simeonova, Valeriya
AU  - Tasheva, Krassimira
AU  - Kosturkova, Georgina
AU  - Vassilev, Dimitar
TI  - A Cost-effective Method for Identifying Nutrient Media Combinations Producing Plants with Maximum Bioactive Substances
JO  - Serdica Journal of Computing
PY  - 2018
SP  - 191
EP  - 218
VL  - 12
IS  - 3
PB  - mathdoc
UR  - http://geodesic.mathdoc.fr/item/SJC_2018_12_3_a4/
LA  - en
ID  - SJC_2018_12_3_a4
ER  - 
%0 Journal Article
%A Simeonova, Valeriya
%A Tasheva, Krassimira
%A Kosturkova, Georgina
%A Vassilev, Dimitar
%T A Cost-effective Method for Identifying Nutrient Media Combinations Producing Plants with Maximum Bioactive Substances
%J Serdica Journal of Computing
%D 2018
%P 191-218
%V 12
%N 3
%I mathdoc
%U http://geodesic.mathdoc.fr/item/SJC_2018_12_3_a4/
%G en
%F SJC_2018_12_3_a4
Simeonova, Valeriya; Tasheva, Krassimira; Kosturkova, Georgina; Vassilev, Dimitar. A Cost-effective Method for Identifying Nutrient Media Combinations Producing Plants with Maximum Bioactive Substances. Serdica Journal of Computing, Tome 12 (2018) no. 3, pp. 191-218. http://geodesic.mathdoc.fr/item/SJC_2018_12_3_a4/