An application of Markov Decision Programming to ecologico-cybernetics- A decision method applied to the antifrost of winter wheat

doi:10.1016/j.ecolmodel.2006.08.008

	An application of Markov Decision Programming to ecologico-cybernetics- A decision method applied to the antifrost of winter wheat
	Jin Chanjie; Pei Tiefan
刊名	ECOLOGICAL MODELLING
	2007-01-24
卷号	200 期号:3-4 页码:452-458
关键词	Ecologico-cybernetics Decreasing Damage Antifrost Winter Wheat Irrigation Markov Property Markov Decision Programming (Mdp)
ISSN号	0304-3800
DOI	10.1016/j.ecolmodel.2006.08.008
英文摘要	Modem ecologico-cybernetic principle is of importance to decreasing damages in relation to agricultural productions. As an illustration of this, the authors studied some of the questions about the optimal policy of choosing actions for the antifrost measures of winter wheat by means of the finite-stage model of Markov Decision Programming (MDP). The related data came from the investigation results of the investigated region in the northeastern part of Henan, China. First, the authors give the states, ecologico-cybemetic action measures, transition probabilities and reward values in relation to these antifrost action measures of winter wheat crop. Second, the authors describe the principles and computational procedures of the ecologico-cybernetic decision-makings based on the finite-stage model of MDR Third, a simple table applicable to the decision-making practice is given. Finally, we evaluate the results of this study, point out their shortcomings and suggest that this method is applicable to the other fields in relation to decreasing damage ecologico-cybemetics. (c) 2006 Elsevier B.V. All rights reserved.
WOS研究方向	Environmental Sciences & Ecology
语种	英语
出版者	ELSEVIER SCIENCE BV
WOS记录号	WOS:000243601100015
内容类型	期刊论文
源URL	[http://210.72.129.5/handle/321005/121289]
专题	中国科学院沈阳应用生态研究所
通讯作者	Pei Tiefan
作者单位	Chinese Acad Sci, Inst Appl Ecol, Shenyang 110016, Peoples R China
推荐引用方式 GB/T 7714	Jin Chanjie,Pei Tiefan. An application of Markov Decision Programming to ecologico-cybernetics- A decision method applied to the antifrost of winter wheat[J]. ECOLOGICAL MODELLING,2007,200(3-4):452-458.
APA	Jin Chanjie,&Pei Tiefan.(2007).An application of Markov Decision Programming to ecologico-cybernetics- A decision method applied to the antifrost of winter wheat.ECOLOGICAL MODELLING,200(3-4),452-458.
MLA	Jin Chanjie,et al."An application of Markov Decision Programming to ecologico-cybernetics- A decision method applied to the antifrost of winter wheat".ECOLOGICAL MODELLING 200.3-4(2007):452-458.