Toward Perception Based Computing: A Rough-Granular Perspective
نویسندگان
چکیده
We discus the Wisdom Granular Computing (WGC) as a basic methodology for Perception Based Computing (PBC). By wisdom, we understand an adaptive ability to make judgements correctly to a satisfactory degree (in particular, correct decisions) having in mind reallife constraints. We propose Rough-Granular Computing (RGC) as the basis for WGC.
منابع مشابه
Fuzzy Systems Engineering - Toward Human-Centric Computing
1.1. Digital communities and a fundamental quest for human-centric systems. 1.2. A historical overview: towards a non-Aristotelian perspective of the world. 1.3. Granular Computing. 1.3.1. Sets and interval analysis. 1.3.2. The role of fuzzy sets: a perspective of information granules. 1.3.3. Rough sets. 1.3.4. Shadowed sets. 1.4. Quantifying information granularity: generality versus specifici...
متن کاملTitle Paper: Natural computing: A problem solving paradigm with granular information processing
Natural computing, inspired by biological course of action, is an interdisciplinary field that formalizes processes observed in living organisms to design computational methods for solving complex problems, or designing artificial systems with more natural behaviour. Based on the tasks abstracted from natural phenomena, such as brain modelling, self-organization, self-repetition, self evaluatio...
متن کاملGranular Computing on Extensional Functional Dependencies for Information System
Structure of Rough Approximations Based on Molecular Lattices p. 69 Rough Approximations under Level Fuzzy Sets p. 78 Fuzzy-Rough Modus Ponens and Modus Tollens as a Basis for Approximate Reasoning p. 84 Logic and Rough Sets Rough Truth, Consequence, Consistency and Belief Revision p. 95 A Note on Ziarko's Variable Precision Rough Set Model and Nonmonotonic Reasoning p. 103 Fuzzy Reasoning Base...
متن کاملToward Rough-Granular Computing
Developing methods for approximation of compound concepts expressing the result of perception belongs to the main challenges of Perception Based Computing (PBC) [70]. The perceived concepts are expressed in natural language. We discuss the rough-granular approach to approximation of such concepts from sensory data and domain knowledge. This additional knowledge, represented by ontology of conce...
متن کاملMulti-granular Perspectives on Covering
Covering model provides a general framework for granular computing in that overlapping among granules are almost indispensable. For any given covering, both intersection and union of covering blocks containing an element are exploited as granules to form granular worlds at different abstraction levels, respectively, and transformations among these different granular worlds are also discussed. A...
متن کامل