Title :
User-preference-oriented multi-objective optimization algorithm
Author :
Chen, Zhi-Han ; Zhuang, Zhi-Qin ; Huang, Fei-Hsiang ; Lee, Jiann-Shu
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Nat. Univ. of Tainan, Tainan, Taiwan
Abstract :
In this paper, we propose a new approach to multi-objective optimization problems: the User-Preference-Oriented Multi-objective Optimization Algorithm (UPOMOA). In UPOMOA, we use the preference-oriented elite selection scheme (POESS) to select parents. The experimental results show thta our method can find solutions very close to those derived by using NSGAII and near the user´s preference.
Keywords :
Pareto optimisation; evolutionary computation; NSGAII; preference-oriented elite selection scheme; user-preference oriented multiobjective optimization algorithm; Blood; Evolutionary computation; Force; Genetics; Optimization; Radiation detectors; Sorting; POESS; UPOMOA; multi-objective optimization;
Conference_Titel :
Computer Symposium (ICS), 2010 International
Conference_Location :
Tainan
Print_ISBN :
978-1-4244-7639-8
DOI :
10.1109/COMPSYM.2010.5685539
