Identifying And Quantifying Emergent Behavior Through System Of Systems Modeling And Simulation - Info and Reading Options
By Cummings, Mary Ann
"Identifying And Quantifying Emergent Behavior Through System Of Systems Modeling And Simulation" and the language of the book is English.
“Identifying And Quantifying Emergent Behavior Through System Of Systems Modeling And Simulation” Metadata:
- Title: ➤ Identifying And Quantifying Emergent Behavior Through System Of Systems Modeling And Simulation
- Author: Cummings, Mary Ann
- Language: English
“Identifying And Quantifying Emergent Behavior Through System Of Systems Modeling And Simulation” Subjects and Themes:
- Subjects: ➤ system of systems - modeling and simulation - simulators - experimental frames - emergent behavior - metrics collector - SoS metrics
Edition Identifiers:
- Internet Archive ID: identifyingndqua1094547243
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"Identifying And Quantifying Emergent Behavior Through System Of Systems Modeling And Simulation" Description:
The Internet Archive:
The U.S. Department of Defense builds many weapons systems as Systems of Systems (SoSs). Operational testing is used to test capabilities in these SoSs, but testing all configurations of the SoSs may not be possible due to cost and the environment. Modeling and simulation (M&S) is an alternative to operationally testing all functionality and interfaces in these SoSs. An inherent deficiency of existing M&S approaches, however, lies in the emergent behavior that occurs as a result of interactions among the component systems. Applying M&S to individual components cannot detect this emergent behavior, but not detecting emergent behavior of an SoS as a whole diminishes its testing process. This dissertation develops a software architecture for an M&S framework, based on Ziegler’s theory, that makes the identification and quantification of emergent behavior possible in an SoS M&S by providing a collector of SoS metrics. This software architecture has a great advantage over the current approaches because it supports swappable and configurable components to make simulation possible over different models and parameters without costly reprogramming. This dissertation also develops an improved process for the analyst to identify and quantify emergent behavior in an SoS M&S.
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"Identifying And Quantifying Emergent Behavior Through System Of Systems Modeling And Simulation" is available for download from The Internet Archive in "texts" format, the size of the file-s is: 134.97 Mbs, and the file-s went public at Fri May 03 2019.
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