Research on the Optimization of Agricultural Industry Structure Based on Genetic Algorithm

IF 2.1 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Advances in Meteorology Pub Date : 2022-06-13 DOI:10.1155/2022/3748080
Lingxia Liu
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引用次数: 2

Abstract

Due to the complexity and importance of optimizing and adjusting the crop planting structure in the Jianghuai hilly Tangba irrigation area between the upper reaches of the Huaihe River from Xinyang to the lower reaches of the Huaihe River in China, and based on experimental results from the Feidong Badou Irrigation Experiment Station, the farmland was modeled using rainfall and runoff data from the Tangba irrigation area. By examining the water balance of submerged irrigation, an optimization model of the agricultural industry structure was developed using genetic algorithms, and the model was solved using an accelerated genetic algorithm. Developing the research findings may provide scientific and technological support for adjusting the planting structure and formulation of irrigation systems in the Jianghuai Hills and Tangba irrigation area between the upper reaches of the Huaihe River and Xinyang, as well as significant practical guiding significance and application value.
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基于遗传算法的农业产业结构优化研究
考虑到中国淮河上游信阳至淮河下游江淮丘陵汤坝灌区作物种植结构优化调整的复杂性和重要性,基于肥东八斗灌区试验站的试验结果,采用汤坝灌区降雨径流数据对农田进行模拟。在考察浸水灌溉水量平衡的基础上,利用遗传算法建立了农业产业结构优化模型,并采用加速遗传算法对模型进行求解。研究成果的开展,可为淮河上游与信阳之间的江淮丘陵和塘坝灌区调整种植结构和灌溉制度制定提供科技支撑,具有重要的现实指导意义和应用价值。
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来源期刊
Advances in Meteorology
Advances in Meteorology 地学天文-气象与大气科学
CiteScore
5.30
自引率
3.40%
发文量
80
审稿时长
>12 weeks
期刊介绍: Advances in Meteorology is a peer-reviewed, Open Access journal that publishes original research articles as well as review articles in all areas of meteorology and climatology. Topics covered include, but are not limited to, forecasting techniques and applications, meteorological modeling, data analysis, atmospheric chemistry and physics, climate change, satellite meteorology, marine meteorology, and forest meteorology.
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