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Interactive simulation

Published: 03 December 2006 Publication History

Abstract

A new generation of software performs Monte Carlo simulation nearly instantaneously on arbitrary spreadsheet models. In effect, it does for probability distributions what the spreadsheet did for numbers. In addition, the concept of a Stochastic Information System is introduced, in which distributions are stored as realizations of a stochastic process. A single variable is stored as a Stochastic Information Packet (SIP), a multivariate distribution as a Stochastic Library Unit, Relationships Preserved (SLURP). This leads to the Fundamental Equality of SLURP algebra: P(F(x, y)) = F(P(x, y)) where x and y are random variables, P(x, y) is the SLURP representing their joint distribution, and F is a function of x and y. Live computer demonstrations will include distribution arithmetic, the Flaw of Averages, a retirement simulation developed for a New York trust company, and interactive portfolio model used at a major petroleum firm.

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Published In

cover image ACM Conferences
WSC '06: Proceedings of the 38th conference on Winter simulation
December 2006
2429 pages
ISBN:1424405017

Sponsors

  • IIE: Institute of Industrial Engineers
  • ASA: American Statistical Association
  • IEICE ESS: Institute of Electronics, Information and Communication Engineers, Engineering Sciences Society
  • IEEE-CS\DATC: The IEEE Computer Society
  • SIGSIM: ACM Special Interest Group on Simulation and Modeling
  • NIST: National Institute of Standards and Technology
  • (SCS): The Society for Modeling and Simulation International
  • INFORMS-CS: Institute for Operations Research and the Management Sciences-College on Simulation

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Winter Simulation Conference

Publication History

Published: 03 December 2006

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WSC06
Sponsor:
  • IIE
  • ASA
  • IEICE ESS
  • IEEE-CS\DATC
  • SIGSIM
  • NIST
  • (SCS)
  • INFORMS-CS
WSC06: Winter Simulation Conference 2006
December 3 - 6, 2006
California, Monterey

Acceptance Rates

WSC '06 Paper Acceptance Rate 177 of 252 submissions, 70%;
Overall Acceptance Rate 3,413 of 5,075 submissions, 67%

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