Washington Statistical Society on Meetup

Title: Design of Experiments for Simulation Modeling

  • Speaker: Dr. Averill Law (For Dr. Law's full training program in DC, please see http://www.averill-law.com/)
  • Dates/Time: Tuesday March 25, 2014 starting at 6 pm
    Light refreshments/networking from 6:00 - 6:30 pm. Program starts at 6:30 pm and ends before 8 pm.
  • Location: SAS Institute, 1530 Wilson Boulevard, #800. Arlington, VA, 22209
    Driving: Located in Rosslyn on Wilson Blvd between N Pierce and N Oak Street. On-street parking is sometimes available. Pay parking is located underground off N Pierce St.
    Metro: Orange Line or Blue Line to the Rosslyn Metro Station, walk up Wilson Blvd (west) for 3 blocks.SAS is across from the Safeway and directly before Piola and Cafe Asia restaurants.
  • Contacts & RSVP: There is no cost for the WINFORMS session, but RSVPs via email (winformsinforms@gmail.com) or MeetUp are required since we expect to exceed location capacity of 75.
    For program information, please contact Layne Morrison, 202-365-3329 elaynemorrison@us.ibm.com
  • Sponsors: Washington DC Chapter of the Institute for Operations Research and the Management Sciences (WINFORMS) & Institute of Industrial Engineers (IIE) National Chapter

Abstract:

Simulation models often have many input factors, and determining which ones have a significant impact on performance measures (responses) of interest can be a difficult task. The common approach of changing one factor at a time is statistically inefficient and, more importantly, is very often just incorrect, because for many models factors interact to impact on the responses. In this talk we present an introduction to design of experiments specifically for simulation modeling, whose major goal is to determine the important factors with the least amount of simulating. We briefly discuss classical experimental designs such as full factorial and fractional factorial, followed by a presentation on space-filling designs, which are designed for the complex, nonlinear responses typically associated with simulation models.

About The Speaker:

Dr. Averill M. Law is President of Averill M. Law & Associates, a company specializing in simulation training, consulting, and software. Previously, he was a tenured faculty member at the University of Wisconsin-Madison and the University of Arizona. He has a Ph.D. in operations research from the University of California at Berkeley. He was awarded the 2009 INFORMS Simulation Society Lifetime Professional Achievement Award. Dr. Law is the author of numerous papers and books on simulation, operations research, and statistics, including the textbook Simulation Modeling and Analysis. There are more than 150,000 copies of the book in print and it has been cited more than 13,500 times according to Google Scholar. The fifth edition was published by McGraw-Hill in January 2014. He has presented more than 525 simulation and statistics short courses in 19 countries, including onsite seminars for Boeing, Booz Allen & Hamilton, Lockheed Martin, MITRE, NASA, NATO, NSA, U.S. Air Force, U.S. Army, and U.S. Navy.