Management Science
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MANAGEMENT SCIENCE
Vol. 50, No. 7, July 2004, pp. 855-868
DOI: 10.1287/mnsc.1040.0246
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50th ANNIVERSARY ARTICLE: Stochastic Simulation Research in Management Science

Barry L. Nelson

Northwestern University, Evanston, Illinois 60208
nelsonb{at}northwestern.edu

When the simulation department of Management Science was created in 1978 it ushered in an era of significant methodological advances in stochastic simulation. However, the foundation for the field—not just the work that has been published in Management Science—was provided by two papers published long before simulation had its own department in the journal. We will review the seminal papers of Conway, Johnson, and Maxwell (1959) and Conway (1963), and then trace their impact through eight award-winning papers that appeared much later in Management Science.

Key Words: simulation; experiment design; output analysis; variance reduction; regenerative model






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