An integrated knowledge-based system for urban planning decision support

被引:16
作者
Shan, F
Xu, LD
机构
[1] WRIGHT STATE UNIV, DEPT MANAGEMENT SCI & INFORMAT SYST, DAYTON, OH 45435 USA
[2] HUAZHONG UNIV SCI & TECHNOL, INST SYST ENGN, WUHAN 430074, PEOPLES R CHINA
关键词
knowledge-based systems; decision support systems; artificial neural networks; urban planning;
D O I
10.1016/S0950-7051(97)00006-3
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
More applications that integrate knowledge-based decision support systems and artificial neural networks are starting to appear, and interest in such integrated systems is growing rapidly. The paper presents an integrated system in which a knowledge-based decision support system is integrated with a multilayer artificial neural network for urban planning. By integrating decision support systems, knowledge-based systems and artificial neural networks, the system achieves improvements in the implementation of each as well as increases the scope of the application. This approach is very rewarding in its synergism of three technologies to solve complex problems. The paper discusses the structure of the integrated system, as well as providing an example of application. (C) 1997 Elsevier Science B.V.
引用
收藏
页码:103 / 109
页数:7
相关论文
共 15 条
[1]   INTEGRATING EXPERT SYSTEMS WITH GROUP DECISION SUPPORT SYSTEMS [J].
AIKEN, MW ;
SHENG, ORL ;
VOGEL, DR .
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 1991, 9 (01) :75-95
[2]   COMPUTER-ASSISTED DIAGNOSIS OF POSTMENOPAUSAL OSTEOPOROSIS USING A FUZZY EXPERT-SYSTEM SHELL [J].
BINAGHI, E ;
DEGIORGI, O ;
MAGGI, G ;
MOTTA, T ;
RAMPINI, A .
COMPUTERS AND BIOMEDICAL RESEARCH, 1993, 26 (06) :498-516
[3]  
*CHIN STAT STAT BU, 1991, CHIN URB STAT YB
[4]   DIRECT CONTROL AND COORDINATION USING NEURAL NETWORKS [J].
CUI, XZ ;
SHIN, KG .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1993, 23 (03) :686-697
[5]  
ELNAJDAWI MK, 1993, COMMUN ACM, V36, P55, DOI 10.1145/163298.163306
[6]  
FENG S, IN PRESS FUZZY SETS
[7]  
FENG S, 1993, INFORM CONTR, V22, P364
[8]   Artificial neural networks: A tutorial [J].
Jain, AK ;
Mao, JC ;
Mohiuddin, KM .
COMPUTER, 1996, 29 (03) :31-+
[9]   INTEGRATING EXPERT-SYSTEMS AND NEURAL COMPUTING FOR DECISION-SUPPORT [J].
MEDSKER, L ;
TURBAN, E .
EXPERT SYSTEMS WITH APPLICATIONS, 1994, 7 (04) :553-562
[10]  
Medsker L.R, 2012, Hybrid neural network and expert system