Title :
Multi-objtective predictive control based on fuzzy satisfactory goal programming
Author :
Hu, Chaofang ; Wang, Lin
Author_Institution :
Sch. of Electr. Eng. & Autom., Tianjin Univ., Tianjin, China
Abstract :
This paper proposes a multi-objective predictive control based on fuzzy satisfactory goal programming. For the different control goals, the multi-objective predictive control problem with priority is formulated. In order to acquire the preferred result, the fuzzy satisfactory goal programming for three types of fuzzy relations is presented. The released order of the satisfactory degrees is modelled to replace priority according to that the higher priority achieves the higher satisfactory degree. The balance between optimization and priority is realized by regulating the parameter. The example shows the proposed method´s effectiveness.
Keywords :
fuzzy set theory; mathematical programming; predictive control; fuzzy relation; fuzzy satisfactory goal programming; multiobjective predictive control; optimization; satisfactory degree model; Computational modeling; Educational institutions; Optimization; Predictive control; Predictive models; Programming; goal programming; multi-objective; predictive control; priority;
Conference_Titel :
Electrical and Control Engineering (ICECE), 2011 International Conference on
Conference_Location :
Yichang
Print_ISBN :
978-1-4244-8162-0
DOI :
10.1109/ICECENG.2011.6057085