The modeling precision will be affected by the randomness inherent in the data when neural network approach is used for the model, so grey theory is introduced into the neural network based on grey accumulated generating operation can reduce randomness of the data, N-addition grey neural network model is proposed. The model is successfully used to build model of per-grain output. The practical application results show the effectiveness of the proposed approach. The practical example shows that the model proposed by this paper is definite in concept, convenient in calculation, good in fitting and precise in prediction, thus this method improves the precision of the GM(1,1) model and enlarges its application scope.
机构:
Yunnan Univ, Kunming 650091, Yunnan, Peoples R China
Southwest Forestry Univ, Kunming 650224, Yunnan, Peoples R ChinaYunnan Univ, Kunming 650091, Yunnan, Peoples R China
Zhao, Yili
Xu, Dan
论文数: 0引用数: 0
h-index: 0
机构:
Yunnan Univ, Kunming 650091, Yunnan, Peoples R ChinaYunnan Univ, Kunming 650091, Yunnan, Peoples R China
Xu, Dan
Zhang, Yan
论文数: 0引用数: 0
h-index: 0
机构:
Southwest Forestry Univ, Kunming 650224, Yunnan, Peoples R ChinaYunnan Univ, Kunming 650091, Yunnan, Peoples R China
Zhang, Yan
ADVANCES IN IMAGE AND GRAPHICS TECHNOLOGIES, IGTA 2016,
2016,
634
: 238
-
244
机构:
Rey Juan Carlos Univ, Ctr Higher Educ Business Innovat & Technol IUNIT, Madrid 28002, SpainRey Juan Carlos Univ, Ctr Higher Educ Business Innovat & Technol IUNIT, Madrid 28002, Spain
机构:
Changchun Univ Chinese Med, Coll Basic Med, Changchun 130117, Peoples R ChinaChangchun Univ Chinese Med, Coll Basic Med, Changchun 130117, Peoples R China
Xing, Tianye
Wang, Yidan
论文数: 0引用数: 0
h-index: 0
机构:
Changchun Univ Technol, Coll Humanities 8 Informat, Dept Informat Engn, Changchun 130122, Peoples R ChinaChangchun Univ Chinese Med, Coll Basic Med, Changchun 130117, Peoples R China
Wang, Yidan
Liu, Yingxue
论文数: 0引用数: 0
h-index: 0
机构:
Monash Univ, Dept Civil Engn, Wellington Rd, Clayton, Vic 3800, AustraliaChangchun Univ Chinese Med, Coll Basic Med, Changchun 130117, Peoples R China
Liu, Yingxue
Wu, Qi
论文数: 0引用数: 0
h-index: 0
机构:
Shangfan Sch Culture & Arts Co Ltd, Tiedong 136099, Jilin Siping, Peoples R ChinaChangchun Univ Chinese Med, Coll Basic Med, Changchun 130117, Peoples R China
Wu, Qi
Ma, Rong
论文数: 0引用数: 0
h-index: 0
机构:
Baoding Surveying & Mapping Ctr House, Baoding Diangu Technol Ctr, 3-B-403, Baoding, Hebei, Peoples R ChinaChangchun Univ Chinese Med, Coll Basic Med, Changchun 130117, Peoples R China
Ma, Rong
Shang, Xiaoling
论文数: 0引用数: 0
h-index: 0
机构:
Changchun Univ Chinese Med, Coll Basic Med, Changchun 130117, Peoples R ChinaChangchun Univ Chinese Med, Coll Basic Med, Changchun 130117, Peoples R China