泰国北部玉米作物残茬管理系统的最小总距离聚类和平衡距离聚类

4open Pub Date : 2019-01-01 DOI:10.1051/fopen/2019008
Sirilak Phonin, C. Likasiri
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引用次数: 1

摘要

作者研究了泰国北部16个省份的玉米作物残留管理系统,包括127个农业合作社(co-ops)、974块玉米田和274个客户。为了解决该系统的问题,我们找到了合作社从玉米地收集作物残留物的集群,将其加工成生物质燃料,并将燃料出售给客户。每个集群由一个合作社、一组玉米地和一组客户组成,后两者与合作社在不同的路线上。为了使系统的运输成本最小化,平衡集群间的运输成本,我们提出了一个具有两个目标函数的数学模型,构造了两个启发式算法,并应用这两个启发式算法来求解问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Minimum total distance clustering and balanced distance clustering in northern Thailand's corn crop residue management system
The authors study the corn crop residue management system for 16 provinces in northern Thailand encompassing 127 agricultural cooperatives (co-ops), 974 corn fields and 274 customers. To solve the system's problems, we find clusters where co-ops will pick up crop residues from corn fields, process them into biomass fuel and sell the fuel to customers. Each cluster consists of a co-op, a set of corn fields and a set of customers, the latter two being on separate routes from the co-op. To minimize the system's transportation cost and balance transportation cost between clusters, we propose a mathematical model with two objective functions, construct two heuristics, and apply the two heuristics to solve the problem.
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