A Multiagent System for Consensus-Based Integration of Semi-Hierarchical Partitions - Theoretical Foundations for the Integration Phase

摘要

In this paper theoretical assumptions underlying design and organization of a multiagent system for knowledge integration task are presented. The input knowledge is given in form of semi-hierarchical partitions. This knowledge is distributed (produced by different agents), partial, inconsistent and requires integration phase. A central agent exists that is responsible for carrying out the integration task. A precise model for integration is defined. This model is based on the theory of consensus. An introductory discussion of computational complexity of integration step is presented in order to set up strong theoretical basis for the design of the central integrating agent. Finally, a multiagent, interactive and context sensitive strategy for integration is briefly outlined to show further design directions.