Title :
Multi-objective predictive control using discrete TS fuzzy systems and a modified dynamic neighborhood PSO
Author :
Thamallah Ali;Sakly Anis;M´Sahli Faouzi
Author_Institution :
Electrical Department, Engineering School, Monastir 5019, Tunisia
fDate :
3/1/2015 12:00:00 AM
Abstract :
In this paper, various efforts to develop multi-objective predictive controller strategy of Multi Inputs Multi Outputs Nonlinear system are presented. The proposed strategy integrates a modified Dynamic Neighborhood PSO algorithm to solve optimization problems for multiple constrained objectives and TS Fuzzy modeling approach to determine process model. Simulations results of applying the proposed strategy to quadruple tank process confirm its capability to track the objective.
Keywords :
"Heuristic algorithms","Optimization","Mathematical model","Fuzzy systems","MIMO","Nonlinear dynamical systems"
Conference_Titel :
Systems, Signals & Devices (SSD), 2015 12th International Multi-Conference on
DOI :
10.1109/SSD.2015.7348178