P.-W. Tsai and W.-L. Hong and C.-W. Chen and C.-Y. Chen
Parallel Particle Swarm Optimization Optimized LDI Controller with Lyapunov Stability Criterion for Nonlinear Structural Systems
896 - 900
2014
8
5
International Journal of Computer and Information Engineering
https://publications.waset.org/pdf/9998955
https://publications.waset.org/vol/89
World Academy of Science, Engineering and Technology
In this paper, we present a neuralnetwork (NN) based
approach to represent a nonlinear TagagiSugeno (TS) system. A
linear differential inclusion (LDI) statespace representation is utilized
to deal with the NN models. Taking advantage of the LDI
representation, the stability conditions and controller design are
derived for a class of nonlinear structural systems. Moreover, the
concept of utilizing the Parallel Particle Swarm Optimization (PPSO)
algorithm to solve the common P matrix under the stability criteria is
given in this paper.
Open Science Index 89, 2014