Cost optimization of a localized irrigation system using genetic algorithms
作者： Mônica Sakuray Pais , Júlio César Ferreira , Marconi Batista Teixeira , Keiji Yamanaka , Gilberto Arantes Carrijo
DOI: 10.1007/978-3-642-15381-5_4
关键词: Evolutionary computation 、 Irrigation 、 Population 、 Agricultural engineering 、 Agricultural productivity 、 Work (electrical) 、 Resource (project management) 、 Computer science 、 Genetic algorithm 、 Production (economics)
摘要: The high cost of localized irrigation system inhibits the expansion its application, even though it is most efficient type on water usage. Water a natural, finite and chargeable resource. population growth rising population's income require increase food biomass production. guarantee agricultural production through with rational use necessity research development methods to optimize project can ensure use. This paper presents genetic algorithm (GA-LCLI) search less costly project. results are compared those presented by previous work: there an improvement in execution runtime systems.
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sci-hub.se 参考文章(10)
Thomas M. Walski, Dragan A. Savic, Donald V. Chase, Walter Grayman, Stephen Beckwith, Edmundo Koelle, Advanced Water Distribution Modeling and Management ,(2003)
Francisco Fernando Noronha Marcuzzo, Sistema de otimização hidráulica e econômica de rede de irrigação localizada usando algoritmos genéticos Biblioteca Digital de Teses e Dissertações da Universidade de São Paulo. ,(2008) , 10.11606/T.18.2008.TDE-11112008-091041
Sheng-Feng Kuo, Gary P Merkley, Chen-Wuing Liu, Decision support for irrigation project planning using a genetic algorithm Agricultural Water Management. ,vol. 45, pp. 243- 266 ,(2000) , 10.1016/S0378-3774(00)00081-0
Robin Wardlaw, Kampanad Bhaktikul, Application of a genetic algorithm for water allocation in an irrigation system Irrigation and Drainage. ,vol. 50, pp. 159- 170 ,(2001) , 10.1002/IRD.9
Pilar Montesinos, Emilio Camacho, Serafı́n Alvarez, Seasonal furrow irrigation model with genetic algorithms (OPTIMEC) Agricultural Water Management. ,vol. 52, pp. 1- 16 ,(2001) , 10.1016/S0378-3774(01)00129-9
Melanie Mitchell, An Introduction to Genetic Algorithms ,(1996)
Rakesh Kumar, System and method for the use of an adaptive mutation operator in genetic algorithms ,(2005)
Edson Cezar Wendland, Francisco Fernando Noronha Marcuzzo, Otimização de rede de irrigação de microaspersão usando algoritmos genéticos sob diferentes declividades e tarifação de água e energia elétrica ENGENHARIA NA AGRICULTURA / Engineering in Agriculture. ,vol. 18, pp. 50- 62 ,(2010) , 10.13083/REVENG.V18I1.39
G. Seneviratne, National water resources policy ,(2000)
David E. Goldberg, Genetic algorithms in search, optimization and machine learning Reading: Addison-Wesley. ,(1989)