Cost Constrained Integrated Management in Agriculture
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- MAEDA Yasunari
- School of Regional Innovation and Social Design Engineering, Kitami Institute of Technology
Bibliographic Information
- Other Title
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- 農業におけるコスト制約を伴う統合管理
Abstract
There is a lot of previous research on profit maximization in agriculture. In a previous research, crop rotation problem and cultivation management problem are solved as one integrated management problem in order to maximize the profit in agriculture. Decisions are often made under cost constraints in real agricultural management. But in the previous research, decisions are made without cost constraints. In this research, cost constrained integrated management is studied. A new integrated management method considering cost constraints is proposed. Cost constrained integrated management problem is modeled by Markov decision processes. The proposed method maximizes the expected profit under cost constraints by dynamic programming. In the numerical calculation results, adaptive crop selection examples and cultivation action selection examples under cost constraints are confirmed. This research is basic research, and future extended research is required. For example, as a more realistic problem setting, the cost constrained integrated management problem for multiple farms is interesting.
Journal
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- Journal of Biomedical Fuzzy Systems Association
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Journal of Biomedical Fuzzy Systems Association 25 (2), 45-55, 2024-02-08
Biomedical Fuzzy Systems Association
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Keywords
Details 詳細情報について
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- CRID
- 1390018064266327296
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- ISSN
- 24242578
- 13451537
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- Text Lang
- ja
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- Data Source
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- JaLC
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- Abstract License Flag
- Disallowed