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    POPL
    1999
    ACM
    88views Programming Languages» more  POPL 1999»
    Stochastic Processes as Concurrent Constraint Programs
    13 years 11 months ago
    Stochastic Processes as Concurrent Constraint Programs
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    Vineet Gupta, Radha Jagadeesan, Prakash Panangaden
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    MP
    2006
    75views more  MP 2006»
    A Class of stochastic programs with decision dependent uncertainty
    13 years 7 months ago
    A Class of stochastic programs with decision dependent uncertainty
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    We address a class of problems where decisions have to be optimized over a time horizon given that the future is uncertain and that the optimization decisions influence the time o...
    Vikas Goel, Ignacio E. Grossmann
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    MP
    2006
    175views more  MP 2006»
    Conditional Value-at-Risk in Stochastic Programs with Mixed-Integer Recourse
    13 years 7 months ago
    Conditional Value-at-Risk in Stochastic Programs with Mixed-Integer Recourse
    Download  edoc.hu-berlin.de
    In classical two-stage stochastic programming the expected value of the total costs is minimized. Recently, mean-risk models - studied in mathematical finance for several decades -...
    Rüdiger Schultz, Stephan Tiedemann
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    IJCAI
    2003
    112views Artificial Intelligence» more  IJCAI 2003»
    Scenario-based Stochastic Constraint Programming
    13 years 8 months ago
    Scenario-based Stochastic Constraint Programming
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    To model combinatorial decision problems involving uncertainty and probability, we extend the stochastic constraint programming framework proposed in [Walsh, 2002] along a number ...
    Suresh Manandhar, Armagan Tarim, Toby Walsh
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    ESANN
    2006
    115views Neural Networks» more  ESANN 2006»
    Learning for stochastic dynamic programming
    13 years 8 months ago
    Learning for stochastic dynamic programming
    Download  www.dice.ucl.ac.be
    Abstract. We present experimental results about learning function values (i.e. Bellman values) in stochastic dynamic programming (SDP). All results come from openDP (opendp.sourcef...
    Sylvain Gelly, Jérémie Mary, Olivier...
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