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 (IR) 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 :
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