A nonlinear predictive controller based on chaos optimization

Kongzhi Lilun Yu Yingyong/Control Theory and Applications

Volumn 24, Issue 4, 2007, Pages 561-564

  Song, Ying ^a   Chen, Zeng Qiang ^a   Yuan, Zhu Zhi ^a  

^a NANKAI UNIVERSITY   (China)

Author keywords

Chaos; Chaos optimization algorithm; Neural network; Nonlinear plant; Predictive control

Indexed keywords

CHAOS; CHAOS OPTIMIZATION ALGORITHM; NONLINEAR PLANT; PREDICTIVE CONTROL;

BACKPROPAGATION; CALCULATIONS; CHAOS THEORY; INTERFACES (COMPUTER); MECHANISMS; NEURAL NETWORKS; STRUCTURAL OPTIMIZATION;

PREDICTIVE CONTROL SYSTEMS;

EID: 34948839926     PISSN: 10008152     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (7)

1. CLARKE D W, MOHTADI C, TUFFS P S. Generalized predictive control [J]. Automatica, 1987, 23 (2): 137-160.
2. NORIEGA J R, WANG H. A direct adaptive neural-network control for unknown nonlinear systems and its application [J]. IEEE Trans on Neural Networks, 1998, 9 (1): 27-34.
3. SUN Hairong, LI Peng, ZHOU Lihui. A strategy of generalized predictive control based on neural network [C] //Proc of 2004 Int Conf on Machine Learning and Cybernetics. Shanghai: TEEE Press, 2004, 1: 483-487.
4. SHIN S C, PARK S B. GA-hased predictive control for nonlinear processes [J]. Electronics Letters, 1998, 34 (20): 1980-1981.
5. ZHANG Xinghui, DU Shengzhi, CHEN Zengqiang, et al. A constrained nonlinear predictive control based on genetic algorithm [J]. Chinese J of Scientific Instrument, 2003, 24 (S4): 556-558.
6. LI Bing, JIANG Weisun. Chaos optimization method and its application [J]. Control Theory and Applications, 1997, 14 (4): 613-615.
7. LI Xiang, CHEN Zengqiang, YUAN Zhuzhi. Study on chaos mechanism in system identification using T-S model fuzzy neural networks [J]. Control and Decision, 2001, 16 (4): 504-506.