DocumentCode
352500
Title
Utilization of artificial neural networks and GAs for constructing an intelligent sales prediction system
Author
Baba, Norio ; Suto, Hidetsugu
Author_Institution
Inf. Sci., Osaka Kyoiku Univ., Ikeda, Japan
Volume
6
fYear
2000
fDate
2000
Firstpage
565
Abstract
The use of intelligent techniques has become one of the most exciting and promising application areas. In the paper, we try to utilize neural networks and GAs to construct an intelligent sales prediction system for making a prediction regarding sales of an electronic part three months ahead. Further, we briefly touch upon our trials including: utilization of GAs, TD-learning method etc., in order to improve the proposed system
Keywords
corporate modelling; decision support systems; digital simulation; feedforward neural nets; learning (artificial intelligence); recurrent neural nets; sales management; TD-learning method; electronic part; intelligent sales prediction system; intelligent techniques; Artificial intelligence; Artificial neural networks; Computer simulation; Information science; Input variables; Intelligent networks; Intelligent systems; Marketing and sales; Neural networks; Telephony;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2000. IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on
Conference_Location
Como
ISSN
1098-7576
Print_ISBN
0-7695-0619-4
Type
conf
DOI
10.1109/IJCNN.2000.859455
Filename
859455
Link To Document