Abstract
This paper provides a fuzzy assessor that can be used to evaluate system architectures. the fuzzy assessor includes a method of assigning system architecture attribute values to the lower-level subsystems using type 1 fuzzy sets and type 2 fuzzy sets. Each architecture attribute is evaluated at the lowest subsystem level and then mathematically rolled-up to provide the system level value for each architecture attribute. Then the value for each architecture attribute is combined into an overall system architecture performance value. This provides a mathematical method of qualitatively assessing a system architecture based on key architecture attributes. the fuzzy assessor uses the architecture attributes of reliability, robustness, affordability, flexibility, adaptability, and survivability as the key architecture attributes. the fuzzy assessor is implemented using MATLAB and is incorporated into a genetic algorithm. the Infantry Immersion Training Facility (IITF) is the domain for the architecture assessment using the Fuzzy Assessor with Type-2 Fuzzy Systems. © 2012 Published by Elsevier Ltd.
Recommended Citation
P. Acheson and C. H. Dagli, "Fuzzy Assessor using Type 1 and Type 2 Fuzzy Sets," Procedia Computer Science, vol. 8, pp. 159 - 164, Elsevier, Jan 2012.
The definitive version is available at https://doi.org/10.1016/j.procs.2012.01.033
Department(s)
Engineering Management and Systems Engineering
Publication Status
Open Access
Keywords and Phrases
Fuzzy system; System architecture; System architecture assessment
International Standard Serial Number (ISSN)
1877-0509
Document Type
Article - Conference proceedings
Document Version
Final Version
File Type
text
Language(s)
English
Rights
© 2024 Elsevier, All rights reserved.
Creative Commons Licensing
This work is licensed under a Creative Commons Attribution-Noncommercial-No Derivative Works 4.0 License.
Publication Date
01 Jan 2012
