Title :
The fuzzy rough programming model based on effect
Author :
Li, Fa-chao ; Lin, Yuan-jian
Author_Institution :
Sch. of Econ. & Manage., Hebei Univ. of Sci. & Technol., Shijiazhuang, China
Abstract :
In this paper, considering the fuzziness and roughness coexist in production practice, we put forward a kind of programming problem that objective function is fuzzy function, constraint conditions are rough sets. Using the restriction and complementary relationship of the principle and secondary indexes, and coupled with the compound quantification description for fuzzy number, we analyze the essential characteristic of fuzzy decision and use the fuzzy information of composite quantitative strategy, give a fuzzy rough programming model based on the comprehensive effect. Finally we give a concrete solution scheme.
Keywords :
constraint handling; fuzzy set theory; rough set theory; compound quantification description; constraint conditions; fuzzy decision; fuzzy function; fuzzy information; fuzzy rough programming model; objective function; production practice; rough sets; Approximation methods; Compounds; Cybernetics; Indexes; Machine learning; Optimization; Programming; Auxiliary indexes; Fuzzy functions; Fuzzy rough programming problem; Main index; Rough set; The optimal solution;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2011 International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-1-4577-0305-8
DOI :
10.1109/ICMLC.2011.6016719