Title :
A study on developing a distributed problem solving system
Author_Institution :
Dept. of Inf. & Commun. Eng., Korea Inst. of Technol. & Educ., Chungnam, South Korea
Abstract :
I propose a distributed problem solving (DPS) model where a complex artificial intelligence problem is solved by multiple distributed agents, each agent solves a part of a larger problem in parallel and cooperates and communicates through `virtual shared memory(VSM)´. Also, in order to develop the DPS systems based on the proposed model, I have designed a DPS system development environment called `DPS-Linda´, using Network Linda which supports communication and cooperation through the VSM by providing a single common VSM to all of the agents within a DPS system. In DPS-Linda, each agent consists of a separate, individual interpreter (inference engine), knowledge base, and VSM manager. Each agent´s knowledge is represented in the form of OPS5-like syntax of production system. I compare the features of DPS-Linda with some other DAI programming shells
Keywords :
cooperative systems; inference mechanisms; problem solving; shared memory systems; software agents; DPS-Linda; Network Linda; OPS5-like syntax; Tuple space; complex artificial intelligence problem; distributed problem solving system; inference engine; knowledge base; multiple distributed agents; programming shells; virtual shared memory; Artificial intelligence; Educational technology; Engines; Hardware; Intelligent systems; Knowledge management; Message passing; Problem-solving; Production systems; Programming profession;
Conference_Titel :
Computer Software and Applications Conference, 1995. COMPSAC 95. Proceedings., Nineteenth Annual International
Conference_Location :
Dallas, TX
Print_ISBN :
0-8186-7119-X
DOI :
10.1109/CMPSAC.1995.524769