Journal
FUZZY SETS AND SYSTEMS
Volume 411, Issue -, Pages 25-47Publisher
ELSEVIER
DOI: 10.1016/j.fss.2020.03.016
Keywords
Quaternion-valued fuzzy cellular neural networks; Pseudo almost periodic solution; Global exponentially stability; Time delay
Funding
- National Natural Science Foundation of China [61673008]
- Project of Highlevel Innovative Talents of Guizhou Province [[2016]5651]
- Major Research Project of The Innovation Group of The Education Department of Guizhou Province [[2017]039]
- Innovative Exploration Project of Guizhou University of Finance and Economics [[2017]5736-015]
- Project of Key Laboratory of Guizhou Province with Financial and Physical Features [[2017]004]
- Hunan Provincial Key Laboratory of Mathematical Modeling and Analysis in Engineering (Changsha University of Science Technology) [2018MMAEZD21]
- University Science and Technology Top Talents Project of Guizhou Province [KY[2018]047]
- Foundation of Science and Technology of Guizhou Province [[2019]1051]
- Guizhou University of Finance and Economics [2018XZD01]
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This article investigates quaternion-valued fuzzy cellular neural networks with delays and establishes new sufficient conditions for the existence and global exponentially stability of pseudo almost periodic solutions. Computer simulations confirm the practicality of the main results, which are innovative and complement earlier investigations.
This article investigates quaternion-valued fuzzy cellular neural networks with delays. With the help of fixed point theory, exponential dichotomy of linear equations and related inequalities, some new sufficient conditions which guarantee the existence and global exponentially stability of pseudo almost periodic solutions to quaternion-valued fuzzy cellular neural networks with delays are established. Computer simulations are carried out to check the practicability of the obtained main results. So far, no researchers have investigated this topic. The derived results of this article are completely innovative and complement some earlier investigations to some degree. (c) 2020 Elsevier B.V. All rights reserved.
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