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        <datestamp>2023-07-11</datestamp>
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          <dc:rights>Copyright 2015 Zhentao Xu</dc:rights>
          <dc:subject>graphics processor unit (GPU)</dc:subject>
          <dc:subject>Reduction</dc:subject>
          <dc:title>Pricing European options using Monte Carlo methods</dc:title>
          <dc:type>text</dc:type>
          <dc:type>text</dc:type>
          <dc:creator>Xu, Zhentao</dc:creator>
          <dc:date>2015-07-22T22:46:06Z</dc:date>
          <dc:date>2015-07-22T22:46:06Z</dc:date>
          <dc:date>2017-07-23T09:15:24Z</dc:date>
          <dc:date>2015-05</dc:date>
          <dc:date>2015-04-29</dc:date>
          <dc:description>European-style options are quite popular nowadays. Calculating their theo- retical price is not an easy task because there are many sources of uncertainty. However, we can model these uncertainties with random numbers. In this pa- per I discuss my implemention of two options-pricing programs using Monte Carlo methods, one for a CPU and the other for a GPU. I also optimize them to reduce their running time. Finally I compare the performance of those two programs.</dc:description>
          <dc:description>Submission published under a 24 month embargo labeled 'Closed Access', the embargo will last until 2017-05-01</dc:description>
          <dc:description>The student, Zhentao Xu, accepted the attached license on 2015-04-28 at 15:27.</dc:description>
          <dc:description>The student, Zhentao Xu, submitted this Thesis for approval on 2015-04-28 at 15:31.</dc:description>
          <dc:description>This Thesis was approved for publication on 2015-04-29 at 16:02.</dc:description>
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  Previous issue date: 2015-04-29</dc:description>
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Lift date: 2017-07-22T22:46:21Z
Reason: Author requested closed access (OA after 2yrs) in Vireo ETD system</dc:description>
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          <dc:date>2015-5</dc:date>
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            <department>Computer Science</department>
            <discipline>Computer Science</discipline>
            <grantor>University of Illinois at Urbana-Champaign</grantor>
            <level>Thesis</level>
            <name>M.S.</name>
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