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  <doc>
    <id>1494</id>
    <completedYear/>
    <publishedYear/>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>161</pageFirst>
    <pageLast>171</pageLast>
    <pageNumber/>
    <edition/>
    <issue>51</issue>
    <volume>51</volume>
    <type>reportzib</type>
    <publisherName/>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>2012-03-27</completedDate>
    <publishedDate>2012-03-27</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Network-related problems in Optimal Experimental Design and Second Order Cone Programming</title>
    <abstract language="eng">In the past few years several applications of optimal&#13;
experimental designs have emerged to optimize the measurements &#13;
in communication networks. The optimal design problems arising from&#13;
this kind of applications share three interesting properties:&#13;
(i) measurements are only available at a small number of locations of the network;&#13;
(ii) each monitor can simultaneously measure several quantities, which&#13;
can be modeled by ``multiresponse experiments";&#13;
(iii) the observation matrices depend on the topology of the network.&#13;
In this paper, we give an overview of these experimental design&#13;
problems and recall recent results for the computation of optimal&#13;
designs by Second Order Cone Programming (SOCP). New results for the&#13;
network-monitoring of a discrete time process are presented. In particular, we show&#13;
that the optimal design problem for the monitoring of an AR1 process can be reduced&#13;
to the standard form and we give experimental results.</abstract>
    <identifier type="issn">1438-0064</identifier>
    <identifier type="urn">urn:nbn:de:0297-zib-14942</identifier>
    <identifier type="doi">10.2478/v10127-012-0016-x</identifier>
    <enrichment key="SourceTitle">Appeared in: Tatra Mountains Mathematical Publications (Proceedings of PROBASTAT'2011)</enrichment>
    <author>Guillaume Sagnol</author>
    <submitter>Guillaume Sagnol</submitter>
    <series>
      <title>ZIB-Report</title>
      <number>11-52</number>
    </series>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Optimal Experimental Design</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Second Order Cone Programming</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Network measurements</value>
    </subject>
    <collection role="msc" number="62-XX">STATISTICS</collection>
    <collection role="msc" number="90-XX">OPERATIONS RESEARCH, MATHEMATICAL PROGRAMMING</collection>
    <collection role="institutes" number="optimization">Mathematical Optimization</collection>
    <collection role="persons" number="sagnol">Sagnol, Guillaume</collection>
    <collection role="projects" number="TOLLCONTROLOPT">TOLLCONTROLOPT</collection>
    <collection role="projects" number="ZIB-OptDes">ZIB-OptDes</collection>
    <collection role="institutes" number="aopt">Applied Optimization</collection>
    <thesisPublisher>Zuse Institute Berlin (ZIB)</thesisPublisher>
    <file>https://opus4.kobv.de/opus4-zib/files/1494/ZR-11-52.pdf</file>
  </doc>
</export-example>
