Implementing fuzzy containment via rough inclusions: rough mereological approach to distributed problem solving
نویسندگان
چکیده
We propose a uniied formal treatment of design, analysis, synthesis and control in distributed systems of intelligent agents. Our approach goes back to rough set the+ory and we propose rough mereology as a foundational basis for our approach. Rough mereology is a theory of the relation of being a part in a degree which can be regarded as a particular implementation of a general idea of fuzzy containment. We include basic connections between the two theories.
منابع مشابه
Approximate Reasoning about Complex Objects in Distributed Systems: Rough Mereological Formalization ?
We propose an approach to approximate reasoning by systems of intelligent agents based on the paradigm of rough mereology. In this approach, the knowledge of each agent is formalized as an information system (a data table) from which similarity measures on objects manipulated by this agent are inferred. These similarity measures are based on rough mereological inclusions which formally render d...
متن کاملRough Mereology as a Link Between Rough and Fuzzy Set Theories. A Survey
In this paper, we discuss rough inclusions defined in Rough Mereology – a paradigm for approximate reasoning introduced by Polkowski and Skowron – as a basis for common models for rough as well as fuzzy set theories. We justify the point of view that tolerance (or, similarity) is the motif common to both theories. To this end, we demonstrate in Sect. 6 that rough inclusions (which represent a h...
متن کاملA hybrid filter-based feature selection method via hesitant fuzzy and rough sets concepts
High dimensional microarray datasets are difficult to classify since they have many features with small number ofinstances and imbalanced distribution of classes. This paper proposes a filter-based feature selection method to improvethe classification performance of microarray datasets by selecting the significant features. Combining the concepts ofrough sets, weighted rough set, fuzzy rough se...
متن کاملRough Mereological Controller
We propose a uniied formal treatment of problems of control in distributed systems of intelligent agents. Our approach is rooted in rough set theory and we propose rough mereology as a foundational basis for our approach. We present a general structure of rough mereological controller.
متن کاملاستفاده از تحلیل پوششی دادههای ناهموار برای ارزیابی تأمینکنندگان، مطالعه موردی: گروه صنعتی ایران ترانسفو
Im this paper, the performance of suppliers is evaluated based on their efficiencies. Evaluation environment is not always precise and we may face imprecise for evaluation indexes values. In this situation, traditional and certain models cannot be employed. For overcoming uncertainty problem, there are different models such as stochastic, statistical, Rough, Fuzzy, etc for solving uncertainty e...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 1996