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  <doc>
    <id>370</id>
    <completedYear/>
    <publishedYear/>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst/>
    <pageLast/>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume/>
    <type>reportzib</type>
    <publisherName/>
    <publisherPlace/>
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    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>1998-10-30</completedDate>
    <publishedDate>1998-10-30</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Recursive Direct Optimization and Successive Refinement in Multistage Stochastic Programs</title>
    <abstract language="eng">The paper presents a new algorithmic approach for multistage stochastic programs which are seen as discrete optimal control problems with a characteristic dynamic structure induced by the scenario tree. To exploit that structure, we propose a highly efficient dynamic programming recursion for the computationally intensive task of KKT systems solution within a primal-dual interior point method. Convergence is drastically enhanced by a successive refinement technique providing both primal and dual initial estimates. Test runs on a multistage portfolio selection problem demonstrate the performance of the method.</abstract>
    <identifier type="serial">SC-98-27</identifier>
    <identifier type="opus3-id">371</identifier>
    <identifier type="urn">urn:nbn:de:0297-zib-3706</identifier>
    <author>Marc Steinbach</author>
    <series>
      <title>ZIB-Report</title>
      <number>SC-98-27</number>
    </series>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Multistage stochastic programs</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>discrete dynamics</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>tree-sparse QP</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>KKT recursion</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>successive refinement</value>
    </subject>
    <collection role="ddc" number="000">Informatik, Informationswissenschaft, allgemeine Werke</collection>
    <collection role="msc" number="65F50">Sparse matrices</collection>
    <collection role="msc" number="90C06">Large-scale problems</collection>
    <collection role="msc" number="90C15">Stochastic programming</collection>
    <collection role="institutes" number="">ZIB Allgemein</collection>
    <collection role="projects" number="OPTINVEST">OPTINVEST</collection>
    <file>https://opus4.kobv.de/opus4-zib/files/370/SC-98-27.ps</file>
    <file>https://opus4.kobv.de/opus4-zib/files/370/SC-98-27.pdf</file>
  </doc>
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