On the use of fuzzy clustering in construction simulation

被引：0

作者：

Marzouk, M ^{[1
]}

Moselhi, O ^{[1
]}

机构：

[1] Concordia Univ, Dept Bldg Civil & Environm Engn, Montreal, PQ H3G 1M8, Canada

来源：

WSC'01: PROCEEDINGS OF THE 2001 WINTER SIMULATION CONFERENCE, VOLS 1 AND 2 | 2001年

关键词：

D O I：

暂无

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

This paper presents a methodology that integrates fuzzy clustering and computer simulation and demonstrates its use in modeling earthmoving operations. A simulation system (SimEarth) was developed to model earthmoving operations utilizing object-oriented features and discrete event simulation. Fuzzy clustering is used to provide realistic estimates of haulers' travel time so as to improve the accuracy of the simulation results. A case study involving the construction of a dam is presented to illustrate the capabilities the proposed simulation engine and the developed fuzzy clustering methodology for estimating haulers' travel time.

引用

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页码：1547 / 1555

页数：9

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