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  1. 学術雑誌論文
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Resource assignment and scheduling based on a two-phase metaheuristic for cropping system

http://hdl.handle.net/20.500.12000/37227
http://hdl.handle.net/20.500.12000/37227
15677c0a-9ec8-4a5d-9f0a-758c12a3f004
名前 / ファイル ライセンス アクション
vol66no2.pdf vol66no2.pdf
Item type デフォルトアイテムタイプ(フル)(1)
公開日 2017-09-26
タイトル
タイトル Resource assignment and scheduling based on a two-phase metaheuristic for cropping system
言語 en
作成者 Guan, Senlin

× Guan, Senlin

en Guan, Senlin

Nakamura, Morikazu

× Nakamura, Morikazu

en Nakamura, Morikazu

Shikanai, Takeshi

× Shikanai, Takeshi

en Shikanai, Takeshi

Okazaki, Takeo

× Okazaki, Takeo

en Okazaki, Takeo

アクセス権
アクセス権 open access
アクセス権URI http://purl.org/coar/access_right/c_abf2
主題
言語 en
主題Scheme Other
主題 Farm work planning
言語 en
主題Scheme Other
主題 Scheduling
言語 en
主題Scheme Other
主題 Metaheuristic
言語 en
主題Scheme Other
主題 Simulated annealing
言語 en
主題Scheme Other
主題 Genetic algorithm
言語 en
主題Scheme Other
主題 Hybrid Petri nets
言語 en
主題Scheme Other
主題 Modeling
言語 en
主題Scheme Other
主題 Sugarcane
内容記述
内容記述タイプ Other
内容記述 This paper proposes a resource assignment and scheduling based on a two-phase metaheuristic for a long-term cropping schedule. The two-phase metaheuristic performs the optimization of resources assignment and scheduling based on a simulated annealing (SA), a genetic algorithm (GA) and a hybrid Petri nets model. The initial and progressive states of farmlands and resources, moving sequence of machinery, cooperative work, and deadlock removal have been well handled in the proposed approach. In the computational experiment, the schemes of emphasizing the resource assignment optimization, initializing the population of the GA with chromosomes sorted by the waiting time, and inheriting the priority list from tasks in the previous resources assignment improved the evolution speed and solution quality. The simulated result indicated that the formulated schedule has a high ratio of resource utilization in sugarcane production. The proposed approach also contributes a referential scheme for applying the metaheuristic approach to other crop production scheduling.
内容記述タイプ Other
内容記述 プレプリント
出版者
言語 en
出版者 Elsevier
言語
言語 eng
資源タイプ
資源タイプ other
資源タイプ識別子 http://purl.org/coar/resource_type/c_1843
出版タイプ
出版タイプ AO
出版タイプResource http://purl.org/coar/version/c_b1a7d7d4d402bcce
識別子
識別子 http://hdl.handle.net/20.500.12000/37227
識別子タイプ HDL
関連情報
関連識別子
識別子タイプ DOI
関連識別子 https://doi.org/10.1016/j.compag.2009.01.011
収録物識別子
収録物識別子タイプ ISSN
収録物識別子 0168-1699
収録物識別子タイプ NCID
収録物識別子 AA10440821
収録物名
言語 en
収録物名 Computers and Electronics in Agriculture
書誌情報
巻 66, 号 2, p. 181-190
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