Adaptative Decision-making by Systems of Cooperating Intelligent Agents Organized on Rough Mereological Principles
نویسندگان
چکیده
We propose a new approach to tasks of Distributed Artiicial Intelligence (DAI). This approach is based on a novel idea of rough mereology which ooers a framework for a rigorous (numerical) treatment of relations of being a part in degree and allows for approximate reasoning about complex objects in particular for organizing systems of intelligent agents into schemes (assembling teams) for the purpose of synthesis from (elementary) parts of complex objects conforming to a given (possibly incomplete) speciication in satisfactory degree.
منابع مشابه
Adaptive Decision-Making by Systems of Cooperating Intelligent Agents Organized on Rough Mereological Principles
Lech Polkowski and Andrzej Skowron Institute of Mathematics Warsaw University Banacha 2, 02-097 Warsaw, Poland e-mail: [email protected] Abstract We propose a new approach to tasks of Distributed Artificial Intelligence (DAI). This approach is based on a novel idea of rough mereology which offers a framework for a rigorous (numerical) treatment of relations of being a part in a degree and al...
متن کاملIntroducing rough mereological controllers : rough quality
We introduce a system of cooperating intelligent agents acting as an adaptive controller for synthesis of complex objects from elementary parts and transforming a semantic input (a constraint on the nal assembly) into the assembly with a decision attribute (quality) value. The input-output transition is eeected by logic of rough mereology , an extension of the Lesniewski mereology.
متن کاملApproximate 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 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 کاملRough Mereological Foundations for Design , Analysis , Synthesis , and Con - trol in Distributed
We propose a uniied formal treatment of problems of design, analysis, synthesis and 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.
متن کامل