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Maximum-Amplitude Solution of Addition-Min Fuzzy Relation Inequalities Considering the Stability in the P2P Network System.

Authors :
Xue, Huanbin
Yang, Xiao-Peng
Source :
IEEE Transactions on Fuzzy Systems; Jan2022, Vol. 30 Issue 1, p1-13, 13p
Publication Year :
2022

Abstract

Maximum amplitude and its corresponding maximum-amplitude solution are defined in an addition-min fuzzy relation inequalities system. The maximum-amplitude solution could be viewed as a stable solution, since it is able to survive the biggest fluctuation or perturbation appearing in its components. For solving the maximum amplitude and maximum-amplitude solution, we construct a relevant optimization problem and then convert it into several subproblems. Some auxiliary functions and index sets are introduced to deal with these subproblems. Algorithm I is developed to find their optimal solutions. Based on the optimal solutions of the subproblems, we further propose Algorithm II for obtaining the maximum amplitude and maximum-amplitude solution of an addition-min fuzzy relation inequalities system. Numerical examples illustrate the validness and efficiency of our proposed algorithms. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10636706
Volume :
30
Issue :
1
Database :
Complementary Index
Journal :
IEEE Transactions on Fuzzy Systems
Publication Type :
Academic Journal
Accession number :
154800269
Full Text :
https://doi.org/10.1109/TFUZZ.2020.3029633