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| Title: | Multi-objective stochastic heuristic methodology for tradespace exploration of a network centric system of systems | |
| Author (s): | Singh, Atmika Dagli, Cihan H. | |
| Department/Lab Affiliations: | Engineering Management & Systems Engineering Smart Engineering Systems Lab | |
| Keywords: | computational intelligence conceptual architecture net-centric | |
| Issue Date: | 2009-03 | |
| Publisher: | Institute of Electrical and Electronics Engineers IEEE | |
| Citation: | Singh, Atmika and Cihan H. Dagli. “Multi-objective stochastic heuristic methodology for tradespace exploration of a network centric system of systems.” Proceedings of the 3rd Annual IEEE Systems Conference, (March 2009): 218-223. | |
| Abstract: | System of systems (SoS) architecting techniques rely on traditional, static tools that were designed for classical stove-piped systems. There is a need for tools that can capture the complex adaptive nature of such SoS. An architecture search methodology using genetic algorithms and a fuzzy assessor was applied to the conceptual architecture design of a generic smart grid and a set of architectures with high fitness was obtained. This set of architectures is intended to serve as a starting point for a systems architect to ultimately be able to converge on the best system design. The SoS architecting process has largely remained heuristic in nature and there exists a need for quantitative and analytical models. The research presented in this paper provides a starting point for a mathematical basis to the SOS architecting process. | |
| Type: | Article - Conference proceedings text | |
| In Title: | Proceedings of the 3rd Annual IEEE Systems Conference | |
| Copyright Notice: | This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder. can upload final version FULL COPYRIGHT INFORMATION: | |
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| title | Multi-objective stochastic heuristic methodology for tradespace exploration of a network centric system of systems | |
| contributor.author | Singh, Atmika | |
| contributor.author | Dagli, Cihan H. | |
| contributor.deptlab | Engineering Management & Systems Engineering | |
| contributor.deptlab | Smart Engineering Systems Lab | |
| subject | computational intelligence | |
| subject | conceptual architecture | |
| subject | net-centric | |
| date.issued | 2009-03 | |
| publisher | Institute of Electrical and Electronics Engineers IEEE | |
| identifier.citation | Singh, Atmika and Cihan H. Dagli. “Multi-objective stochastic heuristic methodology for tradespace exploration of a network centric system of systems.” Proceedings of the 3rd Annual IEEE Systems Conference, (March 2009): 218-223. | |
| identifier.pub.URI | ||
| description.abstract | System of systems (SoS) architecting techniques rely on traditional, static tools that were designed for classical stove-piped systems. There is a need for tools that can capture the complex adaptive nature of such SoS. An architecture search methodology using genetic algorithms and a fuzzy assessor was applied to the conceptual architecture design of a generic smart grid and a set of architectures with high fitness was obtained. This set of architectures is intended to serve as a starting point for a systems architect to ultimately be able to converge on the best system design. The SoS architecting process has largely remained heuristic in nature and there exists a need for quantitative and analytical models. The research presented in this paper provides a starting point for a mathematical basis to the SOS architecting process. | |
| type | Article - Conference proceedings | |
| type.DCMIType | text | |
| type.status | Final version | |
| relation.isPartOf | Proceedings of the 3rd Annual IEEE Systems Conference | |
| rights | This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder. | |
| rights | can upload final version | |
| rights.URI | ||
| rights.URI | ||
| rights.URI | ||
| date.accessioned | 2009-04-20T17:51:24Z | |
| identifier.persist.URI | ||
| date.available | 2009-04-30T16:07:10Z | |
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