Title :
Development of a meta-blackboard shell
Author_Institution :
Dept. of Electron. Eng., Nat. Taiwan Inst. of Technol., Taipei, Taiwan
Abstract :
The architecture of a meta-blackboard shell is described, which can be specialized as specific blackboard shells to fit specific domains. The knowledge source structure of the shell is designed as a miniature blackboard architecture to increase the local inference capability through the generalization of knowledge representation. The control component is designed as a restricted blackboard architecture to propose a generalized focus-of-attention control strategy that searches for a set of best-matched pairs of knowledge sources and solution areas as the next focus under dynamic constraints. Various problem-solving paradigms are integrated through planning and constraint blackboards. Several high-order mechanisms, such as viewpoint-based reasoning are supported. The blackboard structuring system is designed to support both homogeneous and heterogeneous decompositions of a problem-solving space
Keywords :
inference mechanisms; knowledge representation; planning (artificial intelligence); problem solving; best-matched pairs; constraint blackboards; control component; dynamic constraints; focus-of-attention control strategy; heterogeneous decompositions; homogeneous decompositions; knowledge representation; knowledge source structure; local inference; meta-blackboard shell; planning; problem-solving; solution areas; viewpoint-based reasoning; Automatic control; Buildings; Character generation; Expert systems; Gratings; Intelligent control; Knowledge engineering; Knowledge representation; Problem-solving; Uncertainty;
Conference_Titel :
Tools for Artificial Intelligence, 1990.,Proceedings of the 2nd International IEEE Conference on
Conference_Location :
Herndon, VA
Print_ISBN :
0-8186-2084-6
DOI :
10.1109/TAI.1990.130395