Exploration of a Capability-Focused Aerospace System of Systems Architecture Alternative with Bilayer Design Space, Based on RST-SOM Algorithmic Methods
In defense related programs, the use of capability-based analysis, design, and acquisition has been significant. In order to confront one of the most challenging features of a huge design space in capability based analysis (CBA), a literature review of design space exploration was first examined. Th...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2014-01-01
|
| Series: | The Scientific World Journal |
| Online Access: | http://dx.doi.org/10.1155/2014/536462 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832554591427756032 |
|---|---|
| author | Zhifei Li Dongliang Qin Feng Yang |
| author_facet | Zhifei Li Dongliang Qin Feng Yang |
| author_sort | Zhifei Li |
| collection | DOAJ |
| description | In defense related programs, the use of capability-based analysis, design, and acquisition has been significant. In order to confront one of the most challenging features of a huge design space in capability based analysis (CBA), a literature review of design space exploration was first examined. Then, in the process of an aerospace system of systems design space exploration, a bilayer mapping method was put forward, based on the existing experimental and operating data. Finally, the feasibility of the foregoing approach was demonstrated with an illustrative example. With the data mining RST (rough sets theory) and SOM (self-organized mapping) techniques, the alternative to the aerospace system of systems architecture was mapping from P-space (performance space) to C-space (configuration space), and then from C-space to D-space (design space), respectively. Ultimately, the performance space was mapped to the design space, which completed the exploration and preliminary reduction of the entire design space. This method provides a computational analysis and implementation scheme for large-scale simulation. |
| format | Article |
| id | doaj-art-b8b42a54adaf46a4bb593a9153193509 |
| institution | Kabale University |
| issn | 2356-6140 1537-744X |
| language | English |
| publishDate | 2014-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | The Scientific World Journal |
| spelling | doaj-art-b8b42a54adaf46a4bb593a91531935092025-02-03T05:51:08ZengWileyThe Scientific World Journal2356-61401537-744X2014-01-01201410.1155/2014/536462536462Exploration of a Capability-Focused Aerospace System of Systems Architecture Alternative with Bilayer Design Space, Based on RST-SOM Algorithmic MethodsZhifei Li0Dongliang Qin1Feng Yang2College of Information System and Management, National University of Defense Technology, Changsha, Hunan 410073, ChinaCollege of Information System and Management, National University of Defense Technology, Changsha, Hunan 410073, ChinaCollege of Information System and Management, National University of Defense Technology, Changsha, Hunan 410073, ChinaIn defense related programs, the use of capability-based analysis, design, and acquisition has been significant. In order to confront one of the most challenging features of a huge design space in capability based analysis (CBA), a literature review of design space exploration was first examined. Then, in the process of an aerospace system of systems design space exploration, a bilayer mapping method was put forward, based on the existing experimental and operating data. Finally, the feasibility of the foregoing approach was demonstrated with an illustrative example. With the data mining RST (rough sets theory) and SOM (self-organized mapping) techniques, the alternative to the aerospace system of systems architecture was mapping from P-space (performance space) to C-space (configuration space), and then from C-space to D-space (design space), respectively. Ultimately, the performance space was mapped to the design space, which completed the exploration and preliminary reduction of the entire design space. This method provides a computational analysis and implementation scheme for large-scale simulation.http://dx.doi.org/10.1155/2014/536462 |
| spellingShingle | Zhifei Li Dongliang Qin Feng Yang Exploration of a Capability-Focused Aerospace System of Systems Architecture Alternative with Bilayer Design Space, Based on RST-SOM Algorithmic Methods The Scientific World Journal |
| title | Exploration of a Capability-Focused Aerospace System of Systems Architecture Alternative with Bilayer Design Space, Based on RST-SOM Algorithmic Methods |
| title_full | Exploration of a Capability-Focused Aerospace System of Systems Architecture Alternative with Bilayer Design Space, Based on RST-SOM Algorithmic Methods |
| title_fullStr | Exploration of a Capability-Focused Aerospace System of Systems Architecture Alternative with Bilayer Design Space, Based on RST-SOM Algorithmic Methods |
| title_full_unstemmed | Exploration of a Capability-Focused Aerospace System of Systems Architecture Alternative with Bilayer Design Space, Based on RST-SOM Algorithmic Methods |
| title_short | Exploration of a Capability-Focused Aerospace System of Systems Architecture Alternative with Bilayer Design Space, Based on RST-SOM Algorithmic Methods |
| title_sort | exploration of a capability focused aerospace system of systems architecture alternative with bilayer design space based on rst som algorithmic methods |
| url | http://dx.doi.org/10.1155/2014/536462 |
| work_keys_str_mv | AT zhifeili explorationofacapabilityfocusedaerospacesystemofsystemsarchitecturealternativewithbilayerdesignspacebasedonrstsomalgorithmicmethods AT dongliangqin explorationofacapabilityfocusedaerospacesystemofsystemsarchitecturealternativewithbilayerdesignspacebasedonrstsomalgorithmicmethods AT fengyang explorationofacapabilityfocusedaerospacesystemofsystemsarchitecturealternativewithbilayerdesignspacebasedonrstsomalgorithmicmethods |