抄録
This paper proposes a robust model of multiperiod agricultural supply chain to consider both maximizing the total profit and minimizing the environmental load with random and fuzzy parameters. Our proposed model is formulated as a fuzzy and stochastic, multiobjective and multiperiod programming problem, and hence, it is hard to solve the formulated problem directly without setting a specific random distribution and a specific membership function. Therefore, a distribution-free approach based on sample mean and variance derived from received data, which does not assume any specific random distributions and membership functions, is introduced to apply our proposed model to various uncertain conditions. In addition, deterministic equivalent transformations are also introduced to obtain the optimal solution efficiently using the scenario-based approach.
本文言語 | English |
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ホスト出版物のタイトル | Proceedings - 2017 6th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2017 |
出版社 | Institute of Electrical and Electronics Engineers Inc. |
ページ | 11-16 |
ページ数 | 6 |
ISBN(電子版) | 9781538606216 |
DOI | |
出版ステータス | Published - 2017 11月 15 |
イベント | 6th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2017 - Hamamatsu, Shizuoka, Japan 継続期間: 2017 7月 9 → … |
Other
Other | 6th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2017 |
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国/地域 | Japan |
City | Hamamatsu, Shizuoka |
Period | 17/7/9 → … |
ASJC Scopus subject areas
- 人工知能
- コンピュータ ネットワークおよび通信
- コンピュータ サイエンスの応用
- 情報システム
- 情報システムおよび情報管理