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http://krishi.icar.gov.in/jspui/handle/123456789/42552| Title: | Application of Genetic algorithm optimization technique for fitting non-linear Richards growth model |
| Other Titles: | Not Available |
| Authors: | M. A. Iquebal Prajneshu Himadri Ghosh |
| ICAR Data Use Licennce: | http://krishi.icar.gov.in/PDF/ICAR_Data_Use_Licence.pdf |
| Author's Affiliated institute: | ICAR::Indian Agricultural Statistics Research Institute |
| Published/ Complete Date: | 2009-05-01 |
| Project Code: | Not Available |
| Keywords: | genetic algorithm India's foodgrain production Mutation operator Non-linear Richards growth model Simulated binary crossover |
| Publisher: | Not Available |
| Citation: | Not Available |
| Series/Report no.: | Not Available; |
| Abstract/Description: | Utility of genetic algorithm optimization methodology for fitting of non-linear Richards growth model is highlighted. The proposed procedure is successfully applied for modelling and forecasting of India's foodgrain production time-series data. The importance of this work is that this methodology is applicable even in those cases in which non-linear estimation procedures fail to converge. The possibility of modifying the methodology in the presence of outliers is currently being explored and the results shall be reported separately in due course of time. |
| Description: | Not Available |
| ISSN: | Not Available |
| Type(s) of content: | Article |
| Sponsors: | Not Available |
| Language: | English |
| Name of Journal: | Indian Journal of Agricultural Sciences |
| NAAS Rating: | 6.21 |
| Volume No.: | 79(5) |
| Page Number: | 399-401 |
| Name of the Division/Regional Station: | Not Available |
| Source, DOI or any other URL: | https://www.researchgate.net/publication/235949659_Application_of_Genetic_algorithm_optimization_technique_for_fitting_non-linear_Richards_growth_model |
| URI: | http://krishi.icar.gov.in/jspui/handle/123456789/42552 |
| Appears in Collections: | AEdu-IASRI-Publication |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| Applicationofgeneticalgorithmoptimizationtechniqueforfitting.pdf | 793.18 kB | Adobe PDF | View/Open |
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