MALTING BARLEY WATER AND NUTRIENT MANAGEMENT KNOWLEDGE-BASED SYSTEM

被引:0
作者
KING, JP
BRONER, I
CROISSANT, RL
BASHAM, CW
机构
[1] COLORADO STATE UNIV,DEPT AGR & CHEM ENGN,FT COLLINS,CO 80523
[2] COLORADO STATE UNIV,DEPT AGRON,FT COLLINS,CO 80523
[3] COLORADO STATE UNIV,COLL AGR,FT COLLINS,CO 80523
来源
TRANSACTIONS OF THE ASAE | 1991年 / 34卷 / 06期
关键词
MALTING BARLEY; KNOWLEDGE BASE; UNCERTAINTY; CROP MANAGEMENT; EXPERT SYSTEM;
D O I
暂无
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
A knowledge-based system for malting barley management was developed. The system gives advice on fertilizer and water applications to maximize crop yield under strict quality constraints. An uncertainty handling routine based on fuzzy set theory was implemented to resolve conflicts between two sources of evidence on which the decisions are based. Initial testing of the fertilizer module revealed disagreement between the knowledge-based system recommendation and field agronomists' recommendations. However, in many cases the knowledge-based system recommendation was more reliable than the human expert.
引用
收藏
页码:2622 / 2630
页数:9
相关论文
共 11 条
[1]  
BRONER L, 1990, COMPUTERS ELECTRONIC, V5
[2]  
Crookston M.A., 1987, SCHEDULING IRRIGATIO
[3]  
KING JP, 1990, 3RD P NAT IRR S PHOE, P162
[4]  
KING JP, 1990, THESIS COLORADO STAT
[5]  
KING JP, 1989, 11TH P INT C AGR ENG
[6]   EXPERT SYSTEMS FOR AGRICULTURE. [J].
McKinion, J.M. ;
Lemmon, H.E. .
Computers and Electronics in Agriculture, 1985, 1 (01) :31-40
[7]  
PEART RM, 1986, AGR ENG MAY, P8
[8]  
PLANT RE, 1989, AI APPLICATIONS NATU, V3, P58
[9]   IS THE BRAINS MIND A COMPUTER-PROGRAM [J].
SEARLE, JR .
SCIENTIFIC AMERICAN, 1990, 262 (01) :26-31
[10]  
WHITTAKER AP, 1986, ASAE864513 PAP