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Ayrıntılı Bilimsel Program ve Bildiri Özetleri - YAEM2010

Ayrıntılı Bilimsel Program ve Bildiri Özetleri - YAEM2010

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C3-01<br />

YAEM 2010<br />

Benzetim 1: Simulation<br />

2 Temmuz 2010 / 11:45 - 13:00<br />

Oturum Salonu: MDBF G029<br />

Oturum Baþkaný: Tamer Övütmen<br />

YÖNEYLEM ARAÞTIRMASI VE ENDÜSTRÝ MÜHENDÝSLÝGI 30. ULUSAL KONGRESÝ<br />

Applications of Kriging in Wireless Networks<br />

Abdullah Konak<br />

Penn State Berks<br />

Kriging is a set of interpolations techniques based on the methods of<br />

geostatistics which is a subject concerned with spatial data. This<br />

paper presents two applications of Kriging in wireless networks. The<br />

first application is to estimate network co<strong>ve</strong>rage in wireless networks,<br />

and we ha<strong>ve</strong> shown that Kriging is a more robust approach than<br />

neural networks and regression-based approaches to this problem.<br />

The second application is to estimate user mobility in ad hoc wireless<br />

networks. We present Kriging-based models for both entity-based<br />

mobility estimation (e.g., estimating the <strong>ve</strong>locity and direction of an<br />

individual mobile user) and group-based location estimation (e.g.,<br />

estimating the number of mobile users in a particular region), and<br />

in<strong>ve</strong>stigate their merits.<br />

The Effect of Introducing a Vehicle Holding Compound (VHC)<br />

in an Automoti<strong>ve</strong> Order Fulfillment System – a case study<br />

using simulation models for a specific national market<br />

Tamer Ovutmen, Bart MacCarthy<br />

Nottingham Uni<strong>ve</strong>rsity Business School<br />

Designing and managing the order fulfillment system are major<br />

challenges for volume automoti<strong>ve</strong> producers. In these large scale<br />

systems high product variety and di<strong>ve</strong>rse customer needs are typical.<br />

To increase the performance of the order fulfillment system,<br />

producers are providing their dealers with software tools that enable<br />

them to search for <strong>ve</strong>hicles to meet customer demand not only in<br />

their local stock but also in other dealers' local stock and in the<br />

production pipeline.<br />

327

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