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FEEDFORWARD NEURAL NETWORK ESTIMATION OF A CROP YIELD RESPONSE FUNCTION AgEcon
Joerding, Wayne H.; Li, Ying; Young, Douglas L..
Feedforward networks have powerful approximation capabilities without the "explosion of parameters" problem faced by Fourier and polynomial expansions. This paper first introduces feedforward networks and describes their approximation capabilities, then we address several practical issues faced by applications of feedforward networks. First, we demonstrate networks can provide a reasonable estimate of a Bermudagrass hay fertilizer response function with the relatively sparse data often available from experiments. Second, we demonstrate that the estimated network with a practical number of hidden units provides reasonable flexibility. Third, we show how one can constrain feedforward networks to satisfy a priori information without losing their flexible...
Tipo: Journal Article Palavras-chave: Biological process models; Feedforward networks; Production function; Neural networks; Research Methods/ Statistical Methods.
Ano: 1994 URL: http://purl.umn.edu/15430
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Behavioral Decision of Employment for Rural Labors: Evidence from Peasant Households in Central China AgEcon
Wang, Chunchao; Li, Ying.
Based on the facts of the peasant household and its labors, this paper analyses rational behavior strategy of the peasants and studies the microeconomic impact factors on the peasant behavior of employment with a discrete choice model. According to Econometric analysis, conclusions has been derived as follows: Firstly, the peasants behavior of employment is consistent with their wills to raise their income; Secondly, the peasants allocate labor resource in their peasant household on comparative advantages; Thirdly, non-agricultural job opportunity is a vital channel to release recessive unemployment and achieve sufficient employment of rural labors; Finally, peasants in different areas show slightly different tendency on obtaining non-agricultural jobs.
Tipo: Journal Article Palavras-chave: Rural labors; Impact factors; Employment choice.
Ano: 2007 URL: http://purl.umn.edu/42140
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Consumer Behavior Analysis under the “Lemon Dilemma” in the Market of Agricultural Products AgEcon
Li, Ying.
Based on the introduction of the connotation of “lemon market” and the phenomenon of “lemon” in the market of agricultural products, the consumers’ behaviors in the “lemon market” of agricultural products are analyzed. Firstly, consumers feel unfair in their minds in the process of negotiation; secondly, the purchase decision rule tends to be simplified in the “lemon market” of agricultural products; thirdly, the consumers tend to follow the masses in the “lemon market” of agricultural products. The economics significance of the impact of “lemon dilemma” of agricultural products on consumers is analyzed. The causes of the impact are analyzed from two aspects the uncertainty of collecting the information of agricultural information and the uncertainty of...
Tipo: Journal Article Palavras-chave: Agricultural products market; Lemon dilemma; Consumer; Market risk; China; Agribusiness.
Ano: 2010 URL: http://purl.umn.edu/102369
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Industrialization Development of Korla Fragrant Pear in Bayingolin Mongol Autonomous Prefecture, China AgEcon
Ma, Qiong; Li, Ying.
Based on the introduction of the natural and geographic conditions in Bayingolin Mongol Autonomous Prefecture in Xinjiang(Bazhou), development status of Korla Fragrant Pear is introduced from the two aspects of the production status and the storage and processing status of Korla Fragrant Pear. Among them, production status of Korla Fragrant Pear is analyzed from the aspects of the rapid growth of planting area and the stable growth of output. And the storage and processing status of Korla Fragrant Pear is introduced from the aspects of the development status of the storage industry and the development status of processing industry, and the status of domestic and foreign marketing. Problems in the industrialization development of Korla Fragrant Pear in...
Tipo: Journal Article Palavras-chave: Korla in Bazhou area; Fragrant pear industry; Brand promotion; Marketing network; China; Agribusiness.
Ano: 2010 URL: http://purl.umn.edu/93647
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