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Simulation Modeling for System Design and Analysis, I: Fundamental Principles
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Simulation Modeling for System Design and Analysis, I: Fundamental Principles

Created using Flexsim® by Flexsim Software Products

This course is for operations research analysts and systems analysts who would like to use simulation to design and optimize real-world systems. It presents methods for developing a simulation model, ensuring its validity, choosing simulation software, selecting input probability distributions, and analyzing simulation runs.

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Simulation Modeling for System Design and Analysis, II: Advanced Concepts

Plot to determine the length of the warmup period

This course discusses practical statistical techniques for comparing alternative system designs, variance-reduction techniques for obtaining more precise comparisons for the same amount of computing, the use of experimental design techniques to determine important system factors, simulation-based optimization, and agent-based simulation.

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How to Validate Your Models and Simulations

Plot to compare the simulation and system output data

This seminar presents a discussion of practical techniques for validating your models and simulations. All techniques will be illustrated by examples based on actual simulation projects.  At the end of the seminar, each attendee will be familiar with "the" twelve fundamental validation techniques and know how to apply them.

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Design of Experiments for Simulation Modeling: Factor Screening, Prediction, and Optimization

Created using Design-Expert® by Stat-Ease, Inc.

Simulation models often have many input factors and determining which ones are really important can be quite difficult. We give a comprehensive presentation of design of experiments specifically for simulation modeling, whose major goal is to determine which factors have the greatest effect on the responses.

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Agent-Based Simulation for Modeling Complex System Behaviors

Created using the ExtendSim® simulation software by Imagine That Inc.

This seminar provides a comprehensive introduction to agent-based simulation, where autonomous agents interact with each other and their environment over time. An agent’s behavior can depend on the current and past states of its environment, permitting much more complex behaviors to be represented.

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Simulation Modeling for Military Decision-Makers

An F-22 breaks the sound barrier

This course is designed for military decision-makers and analysts who would like to understand the nature of simulation and how it can be used to design and optimize their systems. The fundamental responsibilities of the decision-maker for simulation-project success are also discussed.

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3M (2) Manugistics
A.O. Smith Military Operations Research Society (MORS) (5)
ALCOA (2) Missile Defense Agency
AlliedSignal MITRE (2)
AMP (4) Motorola
AT&T Nabisco
AT&T – Saudi Arabia (2) NASA
Babcock & Wilcox Y-12 (Oak Ridge National Lab) National Geospatial-Intelligence Agency
Bell Labs (5) National Institute of Standards and Technology (NIST)
BHP National Security Agency (5)
Boeing (5) NATO – Netherlands
Caterpillar (2) NCR
Center for Naval Analyses (2) Nortel Networks (2)
Central and South West Services Northrop Grumman
Coca-Cola Ore-Ida Foods
Colorado Technical University PROMODEL Corporation
CSX Raytheon
Department of National Defence – Canada Rockwell (2)
Dresser Sandia National Labs (2)
FEDSIM Sasol Technology – South Africa (4)
Flexsim Software Products Savannah River Site (Dept. of Energy)
General Electric SEMATECH (6)
General Motors (6) Singapore Institute of Mfg. Technology – Singapore (2)
Harris Corporation Sintec – Mexico
Hewlett-Packard Society of Manufacturing Engineers (SME) (7)
IBM (5) Sparta, Inc.
IBM – Belgium Systems, Computers & Information – Brazil
Incontrol Enterprise Dynamics – Netherlands Tampere University of Technology – Finland
INFORMS (5) Time Warner
Institute of Industrial Engineers (IIE) (22) U.S. Air Force (24)
Intel U.S. Army (37)
International Council on Systems Engineering (INCOSE) U.S. Forces Korea – Korea
International Society for Optical Engineering (SPIE) (3) U.S. Navy (15)
International Test & Evaluation Association (ITEA) (5) United Space Alliance (2)
Intuit Universidad del Bio-Bio – Chile
Joint Warfare Analysis Center (2) University of Arizona (3)
Kimberly-Clark University of Chile – Chile
Korean Simulation Society – Korea UPS
Lockheed Martin (11) Verizon
Logistics Management Institute Whirlpool (3)
Loral Space and Communications WM-data Consult – Finland
Los Alamos National Lab (2) Xerox (2)
M&M/Mars
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Mathematical Modeler Sasol Technology (South Africa)
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