Title :
A Kind of Dynamic Rough Sets
Author :
Li, Dong Ya ; Hu, Bao Qing
Abstract :
Pawlak´s rough set theory is the static rough set theory which is to research and deal with static knowledge. This paper proposes the dynamic rough set theory which is to research and deal with dynamic knowledge, and gives the mathematical expression of dynamic rough sets by defining some concepts such as the elementary transfer coefficients, the D-rough sets and the D-approximate sets, etc, based on dynamic knowledge. And in this paper we also study the transfer characteristic of D-rough sets and give some theorems such as the D-rough set degradation theorem, the D-rough set transform theorem and the transfer equilibrium theorem etc. Finally illustrative examples are further discussed. D-rough set is a common form of Pawlak´s rough set, as Pawlak´s rough set can be considered as a special case of D-rough set.
Keywords :
data mining; rough set theory; D-rough sets; Pawlak rough set theory; dynamic knowledge; dynamic rough sets; mathematical expression; static knowledge; static rough set theory; Degradation; Information analysis; Information systems; Mathematical model; Mathematics; Rough sets; Set theory; Statistics; Technological innovation; Uncertainty;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-0-7695-2874-8
DOI :
10.1109/FSKD.2007.51