Title :
New Results on Exponential Convergence of Globally Projected Dynamic Systems
Author_Institution :
Coll. of Math. & Inf. Sci., Shaanxi Normal Univ., Xi´´an, China
Abstract :
This paper further analyzes and improves the exponential convergence of the dynamic system proposed by Friesz et al., whose equilibria solve variational inequalities. Four sufficient conditions are provided to ensure the exponential convergence of this system. Meanwhile this system is also proved to be stable and convergent under the weaker pseudo-monotonicity of the mapping. Theoretical analysis and illustrative examples show that some obtained results improve the existing ones.
Keywords :
convergence of numerical methods; variational techniques; exponential convergence; globally projected dynamic systems; pseudo-monotonicity; variational inequalities; Asymptotic stability; Computer networks; Convergence; Educational institutions; Information analysis; Information science; Mathematics; Neural networks; Stability analysis; Sufficient conditions;
Conference_Titel :
Natural Computation, 2009. ICNC '09. Fifth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-0-7695-3736-8
DOI :
10.1109/ICNC.2009.226