کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
6539496 | 1421097 | 2018 | 5 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Parameter estimation of the soil water retention curve model with Jaya algorithm
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
نرم افزارهای علوم کامپیوتر
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Parameter estimation of the soil water retention curve model with Jaya algorithm Parameter estimation of the soil water retention curve model with Jaya algorithm](/preview/png/6539496.png)
چکیده انگلیسی
Parameter estimation of the soil water retention curve model using Jaya algorithm is studied in this paper. Different from conventional heuristic search algorithms, Jaya algorithm is a swarm intelligence algorithm without algorithm-specific parameters. The effectiveness of Jaya algorithm is validated via estimating parameters of the Van Genuchten model based on collected experimental data of six soil samples. An optimization problem is formulated to minimize the difference between the measured and modeled water content while Jaya algorithm is employed to solve this optimization problem. To assess the estimation performance, Jaya algorithm is benchmarked with the Differential Evolution, RETC and Particle Swarm Optimization algorithms and computational results prove the superiority of the proposed method over state-of-the-art methods.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers and Electronics in Agriculture - Volume 151, August 2018, Pages 349-353
Journal: Computers and Electronics in Agriculture - Volume 151, August 2018, Pages 349-353
نویسندگان
Long Wang, Chao Huang, Lingmiao Huang,