دانلود مقاله ISI انگلیسی شماره 114165
ترجمه فارسی عنوان مقاله

مدل های میکرو و کلان محاسبات گرانشی ناشی از رابطه غیر قابل تشخیص

عنوان انگلیسی
Micro and macro models of granular computing induced by the indiscernibility relation
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
114165 2017 32 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Information Sciences, Volumes 388–389, May 2017, Pages 247-273

پیش نمایش مقاله
پیش نمایش مقاله  مدل های میکرو و کلان محاسبات گرانشی ناشی از رابطه غیر قابل تشخیص

چکیده انگلیسی

In rough set theory (RST), and more generally in granular computing on information tables (GRC-IT), a central tool is the Pawlak’s indiscernibility relation between objects of a universe set with respect to a fixed attribute subset. Let us observe that Pawlak’s relation induces in a natural way an equivalence relation ≈ on the attribute power set that identifies two attribute subsets yielding the same indiscernibility partition. We call indistinguishability relation of a given information table I the equivalence relation ≈, that can be considered as a kind of global indiscernibility. In this paper we investigate the mathematical foundations of indistinguishability relation through the introduction of two new structures that are, respectively, a complete lattice and an abstract simplicial complex. We show that these structures can be studied at both a micro granular and a macro granular level and that are naturally related to the core and the reducts of I. We first discuss the role of these structures in GrC-IT by providing some interpretations, then we prove several mathematical results concerning the fundamental properties of such structures.