Title :
Rule-based approach vs. neurocomputer approach: building a design type expert system
Author :
Tsutsui, Shigeyoshi
Author_Institution :
Dept. of Manage. & Comput. Sci., Hannan Univ., Osaka, Japan
Abstract :
Two types of class scheduling systems, one based on the traditional rule-based approach and the other on a neurocomputing approach, proposed for use at Hannan University are discussed. The class scheduling problem is first outlined briefly and the structures of both systems are described. Then, a quantitative comparison between them is carried out. The advantage of the neurocomputing approach is that it does not require knowledge acquisition, a major problem in the development of expert systems. However, the neurocomputing approach proved to be limited in representing certain valuation conditions
Keywords :
educational administrative data processing; knowledge based systems; neural nets; scheduling; Hannan University; class scheduling; education; expert system; neurocomputing; rule based systems; Buildings; Computer science; Design optimization; Education; Expert systems; Humans; Knowledge acquisition; Knowledge based systems; Neural networks; Processor scheduling;
Conference_Titel :
Systems, Man, and Cybernetics, 1991. 'Decision Aiding for Complex Systems, Conference Proceedings., 1991 IEEE International Conference on
Conference_Location :
Charlottesville, VA
Print_ISBN :
0-7803-0233-8
DOI :
10.1109/ICSMC.1991.169643