基于多目标量子遗传算法的农业水资源综合调度模型研究

严 亚宁
西安培华学院

摘要


针对收敛速度慢、优化效果差、灌溉面积与产量偏差大、水资源利用率低等问题，本项目提出了一种基于
多目标量子遗传算法的农业水资源综合调度模型。以最大充分灌溉面积和最大的作物产量为优化目标，构建农业水
资源综合调度模型。采用多目标量子遗传算法求解农业水资源综合调度模型。实验结果表明，该算法的灌溉面积比
与灌溉产量偏差小，优化效果好，能有效提高水资源利用率，加快收敛速度。

关键词


多目标量子遗传算法；量子遗传算法；多目标优化算法；量子比特编码

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参考


[1]J.Y.Al-Jawad, H.M.Alsaffar,D. Bertram,R.M.Kalin,

A comprehensive optimum integrated water resources

management approach for multidisciplinary water resources

management problems,J.Environ,Manage.,239 (2019) 211-224.

[2]H.Wang, W.Wang, Z.Cui, X. Zhou, A new dynamic

firefly algorithm for demand estimation of water resources,

Inf.Ences, 438 (2018) 95-106.

[3]W.You-Chiun,C.Kai-Chung, EPS: Energy-efficient

pricing and resource scheduling in LTE-A heterogeneous

networks,IEEE Trans. Veh. Technol.,67 (2018) 8832-8845.

[4]A.E. Akpan, A.N.Ugbaja, E.I.Okoyeh, N.J.George,

Assessment of spatial distribution of contaminants and their

levels in soil and water resources of Calabar, Nigeria using

geophysical and geological data, Environ.Earth Sci.,77 (2018)

12665-12678.

[5]V.Sergi, G.Fernando, L.L.Josep, C.Fernando, Energysaving scheduling on IaaS HPC cloud environments based

on a multiobjective genetic algorithm,J.Supercomputing,75

(2019) 1483-1495.

[6]D.Bai,J. Li,T.Wang, Multi-dimensional distribution

simulation of water resources in Weihe river basin based on

fuzzy optimization,Comput.Simul.,37 (2020) 161-164


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