A Tool for Architecting Socio-Technical Problems: SoS Explorer
Socio-Technical systems entail complex logic with many levels of reasoning. These systems are organized by web of connections which gives rise of system of systems (SoS) and can demonstrate self-driven capability. Non-linear relationship among the participating systems results emergent behavior which is not deterministic. Therefore, architecting a SoS with complex, dynamic and evolving systems is not trivial. The challenge is to create organized complexity that will allow individual system to achieve its goals that are dynamically changing. To address the challenge, SoS Explorer, a SoS architecting tool can be used to define, formulate, and solve numerous socio-technical problems. SoS explorer integrates fuzzy inference system with genetic algorithm guiding the optimization process in generating meta-architecture which provides the best possible value for overall objective of SoS. This paper presents the capability of SoS explorer to generate, assess and select a SoS meta architecture for Intelligent Transportation System as the application domain.
M. Al-Amin and C. H. Dagli, "A Tool for Architecting Socio-Technical Problems: SoS Explorer," Proceedings of the 5th IEEE International Symposium on Systems Engineering (2019, Edinburgh, UK), Institute of Electrical and Electronics Engineers (IEEE), Oct 2019.
The definitive version is available at https://doi.org/10.1109/ISSE46696.2019.8984586
5th Annual IEEE International Symposium on Systems Engineering, ISSE 2019 (2019: Oct. 1-3, Edinburgh, UK)
Engineering Management and Systems Engineering
Keywords and Phrases
Fuzzy Inference System; Genetic Algorithm; Intelligent Transportation System; Meta-architecture; SoS Explorer
International Standard Book Number (ISBN)
Article - Conference proceedings
© 2019 Institute of Electrical and Electronics Engineers (IEEE), All rights reserved.
01 Oct 2019