DocumentCode
2247130
Title
Agents and classifiers a transaction logic approach
Author
Santos, Manuel ; Neves, José ; Belo, Orlando
Author_Institution
Dept. de Inf., Univ. do Minho, Braga, Portugal
Volume
3
fYear
1998
fDate
21-23 Apr 1998
Firstpage
376
Abstract
Presents a transaction logic (I R) formal specification of a distributed architecture for learning classifier systems (LCS) based on a blackboard as a shared database and a set of agents, an architecture that brings parallelism to the LCS functionalities and caters for the distribution of classifiers and associate processes-the DICE system. ℑR captures the behaviour of the system in terms of state changes due to elementary updates embedded in the agent´s transactions. The blackboard is viewed as an active database system and the agents as a transaction bases; that is, sets of active rules and transactions
Keywords
blackboard architecture; distributed processing; formal logic; learning systems; multi-agent systems; software agents; DICE system; active database system; agent transactions; distributed architecture; formal specification; learning classifier systems; shared database; state changes; transaction bases; transaction logic; Artificial intelligence; Distributed databases; Formal specifications; Knowledge representation; Logic; Machine learning; Object oriented databases; Object oriented modeling; Parallel processing; Transaction databases;
fLanguage
English
Publisher
ieee
Conference_Titel
Knowledge-Based Intelligent Electronic Systems, 1998. Proceedings KES '98. 1998 Second International Conference on
Conference_Location
Adelaide, SA
Print_ISBN
0-7803-4316-6
Type
conf
DOI
10.1109/KES.1998.725997
Filename
725997
Link To Document