Global Mittag–Leffler Stability of the Delayed Fractional-Coupled Reaction-Diffusion System on Networks Without Strong Connectedness
Yue Cao, Yonggui Kao, Ju H. Park, Haibo Bao
Abstract
In this article, we mainly consider the existence of solutions and global Mittag-Leffler stability of delayed fractional-order coupled reaction-diffusion neural networks without strong connectedness. Using the Leary-Schauder's fixed point theorem and the Lyapunov method, some criteria for the existence of solutions and global Mittag-Leffler stability are given. Finally, the correctness of the theory is verified by a numerical example.
Topics & Concepts
Social connectednessCorrectnessMathematicsStability (learning theory)Fixed-point theoremApplied mathematicsFractional calculusMittag-Leffler functionDiffusionReaction–diffusion systemMathematical analysisPure mathematicsComputer sciencePhysicsAlgorithmQuantum mechanicsPsychologyPsychotherapistMachine learningNeural Networks Stability and SynchronizationFractional Differential Equations SolutionsNonlinear Differential Equations Analysis