干旱区生态环境知识资源中心(Arid): Non-domination sorting genetic algorithm II for optimization of Priestley-Taylor transpiration parameters

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	Non-domination sorting genetic algorithm II for optimization of Priestley-Taylor transpiration parameters
	Mouida, Abdelhaq; Alaa, Nour Eddine
通讯作者	Mouida, A
来源期刊	ANNALS OF THE UNIVERSITY OF CRAIOVA-MATHEMATICS AND COMPUTER SCIENCE SERIES
ISSN	1223-6934
EISSN	2246-9958
出版年	2015
卷号	42 期号:1 页码:3-12
英文摘要	Optimization of Two Source Energy Model (TSEB) parameters according to different local environmental characteristics is more important to well predict surface turbulent fluxes. To achieve such a target, multi-objective optimization methodology is a good approach inasmuch as several types of objective are minimized or maximized simultaneously. In this paper, this technique is implemented on a closed TSEB Model (Norman et al. 1995, Kustas et al. 1999). The main outputs of this model are the latent and sensible heats which are forming with Soil heat the total net radiation to surface. TSEB Model adaptation to semi-arid area was applying to enhance its performance. The Pareto optimization goal is to minimize latent and sensible heats Error while maximizing TSEB Model performance. Two transpiration parameters are selected as design variables (alpha(p) and fg). Decision parameters are optimized using an evolutionary genetic algorithm, called NSGA-2. During summer 2003, the NSGA-2 gives a best Pareto optimum values for (alpha(p)=0.99) and (fg=0.51). Thus, the results obtained here show the faithfully support of NSGA-2 through the calibration and optimization processes.
英文关键词	Non-Domination Sorting Genetic algorithm Multi-Objective Optimization Problems Objectif function TSEB Model
类型	Article
语种	英语
收录类别	ESCI
WOS记录号	WOS:000435161400002
WOS类目	Mathematics
WOS研究方向	Mathematics
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/331403
作者单位	[Mouida, Abdelhaq] North Reg Weather Serv, Natl Weather Dept, Rabat, Morocco; [Alaa, Nour Eddine] Univ Cadi Ayyad, Fac Sci & Technol, Lab LAMAI, BP 549,St Abdelkarim Elkhattabi, Marrakech 40000, Morocco
推荐引用方式 GB/T 7714	Mouida, Abdelhaq,Alaa, Nour Eddine. Non-domination sorting genetic algorithm II for optimization of Priestley-Taylor transpiration parameters[J],2015,42(1):3-12.
APA	Mouida, Abdelhaq,&Alaa, Nour Eddine.(2015).Non-domination sorting genetic algorithm II for optimization of Priestley-Taylor transpiration parameters.ANNALS OF THE UNIVERSITY OF CRAIOVA-MATHEMATICS AND COMPUTER SCIENCE SERIES,42(1),3-12.
MLA	Mouida, Abdelhaq,et al."Non-domination sorting genetic algorithm II for optimization of Priestley-Taylor transpiration parameters".ANNALS OF THE UNIVERSITY OF CRAIOVA-MATHEMATICS AND COMPUTER SCIENCE SERIES 42.1(2015):3-12.