Agricultural Production Structure Optimization: A Case Study of Major Grain Producing Areas, China
Lu, ShaSha(鲁莎莎) ; Liu, YS ; Long, HL ; Guan, XL
刊名JOURNAL OF INTEGRATIVE AGRICULTURE
2013
卷号12期号:1页码:184-197
关键词major grain producing areas agricultural production structure optimization interval-probabilistic programming food security farmers' income increase China
通讯作者Liu, YS
英文摘要A large number of mathematical models were developed for supporting agricultural production structure optimization decisions; however, few of them can address various uncertainties existing in many factors (e.g., eco-social benefit maximization, food security, employment stability and ecosystem balance). In this study, an interval-probabilistic agricultural production structure optimization model (IPAPSOM) is formulated for tackling uncertainty presented as discrete intervals and/or probability distribution. The developed model improves upon the existing probabilistic programming and inexact optimization approaches. The IPAPSOM considers not only food security policy constraints, but also involves rural households' income increase and eco-environmental conversation, which can effectively reflect various interrelations among different aspects in an agricultural production structure optimization system. Moreover, it can also help examine the reliability of satisfying (or risk of violating) system constraints under uncertainty. The model is applied to a real case of long-term agricultural production structure optimization in Dancheng County, which is located in Henan Province of Central China as one of the major grain producing areas. Interval solutions associated with different risk levels of constraint violation are obtained. The results are useful for generating a range of decision alternatives under various system benefit conditions, and thus helping decision makers to identify the desired agricultural production structure optimization strategy under uncertainty.
收录类别SCI
资助信息National Natural Science Foundation of China 41130748 41101162;Key Knowledge Innovation Project of Chinese Academy of Sciences KZCX2-EW-304
公开日期2013-03-29
内容类型期刊论文
源URL[http://ir.igsnrr.ac.cn/handle/311030/27851]  
专题地理科学与资源研究所_研究生部
推荐引用方式
GB/T 7714
Lu, ShaSha,Liu, YS,Long, HL,et al. Agricultural Production Structure Optimization: A Case Study of Major Grain Producing Areas, China[J]. JOURNAL OF INTEGRATIVE AGRICULTURE,2013,12(1):184-197.
APA Lu, ShaSha,Liu, YS,Long, HL,&Guan, XL.(2013).Agricultural Production Structure Optimization: A Case Study of Major Grain Producing Areas, China.JOURNAL OF INTEGRATIVE AGRICULTURE,12(1),184-197.
MLA Lu, ShaSha,et al."Agricultural Production Structure Optimization: A Case Study of Major Grain Producing Areas, China".JOURNAL OF INTEGRATIVE AGRICULTURE 12.1(2013):184-197.
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