Multiple objective optimization for systems with addition–min fuzzy relational inequalities

Multiple objective optimization for systems with addition–min fuzzy relational inequalities
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DOI:
10.1007/s10700-019-09306-8
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发表时间:
2019-05
影响因子:
4.7
通讯作者:
S. Guu;Yan-Kuen Wu
S. Guu;Yan-Kuen Wu
中科院分区:
计算机科学2区
文献类型:
--
作者:
S. Guu;Yan-Kuen Wu

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提出了一种基于加法-最小组合的模糊关系不等式模型,用于描述类似BitTorrent的P2P文件共享系统中的数据传输机制.在本文中,我们考虑一个多目标优化问题,允许系统管理员同时考虑三个目标(系统拥塞,成本和罚款)。然后提出了一个二次规划,以寻找其有效解。数值例子说明了二次规划方法的步骤。
Fuzzy relational inequalities with addition–min composition have been proposed to model the data transmission mechanism in a BitTorrent-like peer-to-peer file-sharing system. In this paper, we consider a multiple objective optimization problem which allows system manager to consider three objectives (system congestion, cost, and penalty) simultaneously. A quadratic program is then proposed for finding its efficient solutions. Numerical examples are given to illustrate the procedures of the quadratic programming approach.