农用地专用多车场车辆路线优化处理问题

IF 1.9 4区 经济学 Q2 AGRICULTURAL ECONOMICS & POLICY Agricultural Economics-Zemedelska Ekonomika Pub Date : 2019-12-18 DOI:10.17221/134/2019-agricecon
B. A. Gusavac, M. Stanojevic, M. Cangalovic
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引用次数: 4

摘要

本文描述了利用航空进行农用地优化处理的问题。所研究的问题包括确定一组给定的飞机用于化学处理可耕地的最佳路线。将该NP(不确定多项式时间)问题用图表示,建立了该问题的混合整数数学规划模型。这个数学模型是多仓库车辆路线问题的一个特殊变体,在这个问题中,同一种产品(用于土地处理的化学品)从不同的供应地点(机场)运输到不同的需求地点(农田)的最小成本计划应该被生成。本文介绍了农用地化学处理的一些具体情况,并考虑了以下具体情况:每个地块只采用一种处理方式和一架飞机;对每架飞机来说,它的化学药品和燃油储存库的容量足以服务它的航线。考虑到问题的复杂性和问题在较大维度上不可能得到精确解,本文提出了一种特殊的启发式方法。在较大的问题维度下,成功地进行了数值实验,并给出了实验结果。
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Optimal treatment of agricultural land – special multi-depot vehicle routing problem
This paper describes a problem of optimal agricultural land treatment using aviation. The studied problem consists of determining the optimal routes for a given set of aircraft used for chemical treatment of arable agricultural land divided into parcels. This NP (nondeterministic polynomial time) problem is represented on a graph and a mixed integer mathematical programming model of the problem is formulated. This mathematical model is a specific variant of the multi-depot vehicle routing problem where a min-cost plan for the transportation of a homogeneous product (chemicals used for land treatment) from different supply locations (airfields) to different demand locations (agricultural parcels) should be generated. Some specifics of the agricultural land chemical treatment are described in the paper and the following specific conditions are taken into consideration: each parcel is treated only by one way of treatment and one aircraft; for each aircraft its chemical and fuel reservoir capacities are sufficient to serve its route. The complexity of the problem and the impossibility to obtain exact solutions for larger dimensions of the problem led to the formulation of a special heuristics which is presented in this paper. Numerical experiments are successfully conducted for larger problem dimensions and results are presented.
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来源期刊
Agricultural Economics-Zemedelska Ekonomika
Agricultural Economics-Zemedelska Ekonomika Agricultural Economics & Policy-
CiteScore
4.30
自引率
4.50%
发文量
47
审稿时长
30 weeks
期刊介绍: An international peer-reviewed journal published under the auspices of the Czech Academy of Agricultural Sciences and financed by the Ministry of Agriculture of the Czech Republic. Published since 1954 (by 1999 under the title Zemědělská ekonomika).Thematic scope: original scientific papers dealing with agricultural subjects from the sphere of economics, management, informatics, ecology, social economy and sociology. Since 1993 the papers continually treat problems which were published in the journal Sociologie venkova a zemědělství until now. An extensive scope of subjects in fact covers the whole of agribusiness, that means economic relations of suppliers and producers of inputs for agriculture and food industry, problems from the aspects of social economy and rural sociology and finally the economics of the population nutrition. Papers are published in English.
期刊最新文献
A DEA approach for merging dairy farms Nonlinear analysis and prediction of soybean futures Asymmetric price transmission and farmers' response in the Czech dairy chain Export intensity and competitiveness of Indonesia's crude palm oil to main destination countries Searching for more balanced distribution of direct payments among agricultural farms in the CAP post-2020
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