Japanese Journal of Farm Work Research
Online ISSN : 1883-2261
Print ISSN : 0389-1763
ISSN-L : 0389-1763
Research Paper
Contrivance of Bell-form Frequency Mode for Standard Values Setting of Agricultural Production Indices
−Application of Mixed Integer Non-linear Programming as OR Method−
Koichi HIRAIZUMI
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2022 Volume 57 Issue 4 Pages 231-238

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Abstract

Agriculture is influenced by the natural environment and the outliers of agricultural production indices, such as yield and work time, appear easily. In addition, the distribution of the agricultural production indices is not always symmetrical. In agricultural production management, it is preferable to grasp the mode as a standard value, which is referred to as an original value. However, existing studies indicate that the conventional mode calculation method constructing a histogram has severe challenges. Ordinarily, the mode changes depending on how the “anchor position” is determined and is not unique. Although there are some algorithms which do not need a histogram, such as a core median, there are also challenges with them. Consequently, a new method for determining the bell–form frequency mode, which does not need a histogram, was developed. In this study, we developed a mixed integer nonlinear programing model for calculating the bell-form frequency mode as a challenge that maximizes the frequency function with which a quadratic function is enclosed. In addition, we applied the developed method to various kinds of data and analyzed the conditions that should be considered.

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© 2022 Japanese Society of Farm Work Research
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