Description: Please refer to the section BELOW (and NOT ABOVE) this line for the product details - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Title:Dynamic Bayesian Networks As A Probabilistic Metamodel For Combat SimulationISBN13:9781507563045ISBN10:1507563043Author:Air Force Institute of Technology (Author)Description:(This is a RePrint) - Simulation Modeling Is Used In Many Situations Simulation Meta-Modeling Is Used To Estimate A Simulation Model Result By Representing The Space Of Simulation Model Responses Metamodeling Methods Are Particularly Useful When The Simulation Model Is Not Particularly Suited To Real-Time Or Mean Real-Time Use Most Metamodeling Methods Provide Expected Value Responses While Some Situations Need Probabilistic Responses This Research Establishes The Viability Of Dynamic Bayesian Networks For Simulation Metamodeling, Those Situations Needing Probabilistic Responses A Bootstrapping Method Is Introduced To Reduce Simulation Data Requirement For A Dbn, And Experimental Design Is Shown To BeneT A Dbn Used To Represent A Multi-Dimensional Response Space An Improved Interpolation Method Is Developed And Shown BeneCial To Dbn Metamodeling Applications These Contributions Are Employed In A Military Modeling Case Study To Fully Demonstrate The Viability Of Dbn Metamodeling For Defense Analysis Application Binding:Paperback, PaperbackPublisher:Createspace Independent Publishing PlatformPublication Date:2015-01-14Weight:0.65 lbsDimensions:0.25'' H x 11.02'' L x 8.5'' WNumber of Pages:120Language:English
Price: 14.65 USD
Location: USA
End Time: 2024-11-21T13:27:40.000Z
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Book Title: Dynamic Bayesian Networks As a Probabilistic Metamodel for Combat Simulation
Number of Pages: 120 Pages
Language: English
Publisher: CreateSpace
Item Height: 0.3 in
Publication Year: 2015
Topic: Security (National & International)
Genre: Political Science
Item Weight: 13.2 Oz
Item Length: 11 in
Author: Air Force Air Force Institute of Technology
Item Width: 8.5 in
Format: Trade Paperback
