Optimization of irradiation of Mung bean seeds with ultrasound for increased seedling vigor components, using genetic algorithm

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

Eskandarnejad Sh.; GHOLIPOUR M.; MAKARIAN H.

Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: Crop Production Year:2019 | Volume:11 | Issue:4 Page(s): 1-10

Download Full-Text

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Persian Verion

View:

397

Download:

Cites:

Information Journal Paper

Title

Optimization of irradiation of Mung bean seeds with ultrasound for increased seedling vigor components, using genetic algorithm

Author(s)

Eskandarnejad Sh. | GHOLIPOUR M. | MAKARIAN H. | Issue Writer Certificate

Keywords

Seedling vigorQ1

irradiation temperatureQ1

pre-soakingQ1

ultrasonic wavesQ1

Abstract

Background and objectives: The complete (C), rapid (R) and uniform (U) germination of vigorous seedlings (V) are properties which all together (CRUV) cause early canopy closure and consequently increase plant yield. The probable no strong positive relation (correlation greater than +0. 95) between one or some components of CRUV causes that one treatment level appears to be the best treatment level for increasing of one or some components of CRUV, but the worst or medium for other components. In such situation it is hard to select one treatment level (Judgment predicament). Genetic algorithm-based optimization as a complementary analysis is a solution (overcoming the predicament) to such problems by which the treatment levels are interpolated for possible simultaneous maximum increase in CRUV. This experiment was firstly aimed to find whether there is Judgment predicament or not? Secondly, in case of positive answer, it was aimed at finding the best components of ultrasonication (as increasing treatment for CRUV) of Mung bean seeds. The components of ultrasonication were seed presoaking, ultrasonication temperature, and duration of ultrasonication. Materials and methods: The mean values of CRUV of 10 published papers were subjected to correlation analysis. Then a germination experiment based on completely randomized design with 3 replications was conducted for Mung bean. Treatments were factorial arrangement of seed pre-soaking (2, 4, 6, 8, 10, 12 hours), ultrasonication temperature (17, 22, 27, 32 oC), and ultrasonication duration (0, 3, 6, 9, 12 minutes). Due to no strong relation between all components of CRUV, the genetic algorithm was used to optimize them. For this reason, firstly the desirability function was calculated; then the value of general desirability was determined. For predicting the response variables, different linear and non-linear functions were examined among which, the quadratic multiple regression function was found to be more appropriate. Finally, the best combination of experimental factors for possible simultaneous increase in CRUV was interpolated, using MATLAB software. Results: The results indicated that like those plants mentioned in published papers which their CRUVs were reviewed here, there was no strong positive relation between all components of CRUV in Mung bean. Therefore, the judgment predicament tends to be true in Mung bean too. The result of analysis of variance revealed that in addition to main effects, the triple interactive effects of factors were significant on each components of CRUV. The interpolated value of factors was ultrasonication temperature of 24. 89 oC, ultrasonication duration of 4. 125 minutes, and pre-soaking of seeds for 6. 013 hours. This combination of factors could result in the highest possible increase in CRUV simultaneously. Conclusion: Based on the results of this study, it seems that the judgment predicament tends to be widespread over all plants. In such situation, as it was seen in Mung bean, the value of treatment combinations (or treatment level) is not the same for having simultaneous increase in all components of CRUV. The optimization as complementary analysis beside the mean comparison analysis, can estimate the best treatment level (mono-factor experiments) or treatment combination (multi-factor experiments); due to such simultaneous increase in CRUV, the canopy closure will be accelerated.

Cites

No record.

References

No record.

Cite

APA: Copy

Eskandarnejad, Sh., GHOLIPOUR, M., & MAKARIAN, H.. (2019). Optimization of irradiation of Mung bean seeds with ultrasound for increased seedling vigor components, using genetic algorithm. ELECTRONIC JOURNAL OF CROP PRODUCTION, 11(4 ), 1-10. SID. https://sid.ir/paper/360163/en

Vancouver: Copy

Eskandarnejad Sh., GHOLIPOUR M., MAKARIAN H.. Optimization of irradiation of Mung bean seeds with ultrasound for increased seedling vigor components, using genetic algorithm. ELECTRONIC JOURNAL OF CROP PRODUCTION[Internet]. 2019;11(4 ):1-10. Available from: https://sid.ir/paper/360163/en

IEEE: Copy

Sh. Eskandarnejad, M. GHOLIPOUR, and H. MAKARIAN, “Optimization of irradiation of Mung bean seeds with ultrasound for increased seedling vigor components, using genetic algorithm,” ELECTRONIC JOURNAL OF CROP PRODUCTION, vol. 11, no. 4 , pp. 1–10, 2019, [Online]. Available: https://sid.ir/paper/360163/en

Related Journal Papers