JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE) ›› 2013, Vol. 43 ›› Issue (4): 46-50.

• Articles • Previous Articles     Next Articles

A kind of inverse resolution learning expression

XIE Lin1, YIN Xi-yao2, LI Fan-zhang3, WU Jia3   

  1. 1. College of Preschool of Suzhou, Jiangsu Second Normal University, Suzhou 215008, China;
    2. Department of Computer Science and Technology, Nanjing University, Nanjing 210093, China;
    3. College of Computer Science and Technology, Soochow University, Suzhou 215006, China
  • Received:2013-05-14 Online:2013-08-20 Published:2013-05-14

PDF (PC)

2086

Abstract:

To solve the dynamic fuzzy problems, a kind of inverse resolution learning expression  based on dynamic fuzzy logic was given by the design principle of “bottom-up”. It used dynamic fuzzy predicate logic to describe the learning problem, and calculated the assumption by learning algorithm. The example proved the effectivity of this algorithm. It also found a method of cognitive rule from general to specific.

Key words: inverse resolution learning, dynamic fuzzy data, dynamic fuzzy predication logic, dynamic fuzzy logic, inductive deduction, machine learning

CLC Number: 

  • TP181
[1] ZHU Ming, SHI Chenglong, LÜ Pan, LIU Xianrong, SUN Chi, CHEN Jiancheng, FAN Hongyun. Deformation prediction method and engineering application of deep foundation pit based on optimized LSTM method [J]. Journal of Shandong University(Engineering Science), 2025, 55(3): 141-148.
[2] Xiushan NIE,Yuling MA,Huiyan QIAO,Jie GUO,Chaoran CUI,Zhiyun YU,Xingbo LIU,Yilong YIN. Survey on student academic performance prediction from the perspective of task granularity [J]. Journal of Shandong University(Engineering Science), 2022, 52(2): 1-14.
[3] Gaoteng YUAN,Yihui LIU,Wei HUANG,Bing HU. MR image classification and recognition model of breast cancer based onGabor feature [J]. Journal of Shandong University(Engineering Science), 2020, 50(3): 15-23.
[4] Minghe GAO,Ying ZHANG,Rongrong ZHANG,Zihao HUANG,Linyan HUANG,Fanyu LI,Xin ZHANG,Yanhao WANG. Air quality prediction approach based on integrating forecasting dataset [J]. Journal of Shandong University(Engineering Science), 2020, 50(2): 91-99.
[5] Dapeng ZHANG,Yajun LIU,Wei ZHANG,Fen SHEN,Jiansheng YANG. Fake comment detection based on heterogeneous ensemble learning [J]. Journal of Shandong University(Engineering Science), 2020, 50(2): 1-9.
[6] Yutian LIU, Runjia SUN, Hongtao WANG, Xueping GU. Review on application of artificial intelligence in power system restoration [J]. Journal of Shandong University(Engineering Science), 2019, 49(5): 1-8.
[7] Tong LI,Ran MA,Honghe ZHENG,Ping AN,Xiangyu HU. An error sensitivity model based on video statistical features [J]. Journal of Shandong University(Engineering Science), 2019, 49(2): 116-121.
[8] Qijie ZOU,Haoyu LI,Rubo ZHANG,Tengda PEI,Yan LIU. Survey of human-robot interaction control for autonomous driving [J]. Journal of Shandong University(Engineering Science), 2019, 49(2): 23-33.
[9] Mian ZHANG,Ying HUANG,Haiyi MEI,Yu GUO. Intelligent interaction method for power distribution robot based on Kinect [J]. Journal of Shandong University(Engineering Science), 2018, 48(5): 103-108.
[10] LIU Yang, LIU Bo, WANG Feng. Optimization algorithm for big data mining based on parameter server framework [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2017, 47(4): 1-6.
[11] WEI Bo, ZHANG Wensheng, LI Yuanxiang, XIA Xuewen, LYU Jingqin. A sparse online learning algorithm for feature selection [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2017, 47(1): 22-27.
[12] ZHOU Wang, ZHANG Chenlin, WU Jianxin. Qualitative balanced clustering algorithm based on Hartigan-Wong and Lloyd [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2016, 46(5): 37-44.
[13] MENG Lingheng, DING Shifei. Depth perceptual model based on the single image [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2016, 46(3): 37-43.
[14] LIU Jie, YANG Peng, LYU Wensheng, LIU Agudamu, LIU Junxiu. Prediction models of PM2.5 mass concentration based on meteorological factors [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2015, 45(6): 76-83.
[15] ZHENG Yi, ZHU Chengzhang. A prediction method of atmospheric PM2.5 based on DBNs [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2014, 44(6): 19-25.
Viewed
Full text


Abstract

Cited
  Shared   
  Discussed   
[1] ZHANG Yong-hua,WANG An-ling,LIU Fu-ping . The reflected phase angle of low frequent inhomogeneous[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2006, 36(2): 22 -25 .
[2] LI Kan . Empolder and implement of the embedded weld control system[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2008, 38(4): 37 -41 .
[3] KONG Xiang-zhen,LIU Yan-jun,WANG Yong,ZHAO Xiu-hua . Compensation and simulation for the deadband of the pneumatic proportional valve[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2006, 36(1): 99 -102 .
[4] LAI Xiang . The global domain of attraction for a kind of MKdV equations[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2006, 36(1): 87 -92 .
[5] YU Jia yuan1, TIAN Jin ting1, ZHU Qiang zhong2. Computational intelligence and its application in psychology[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2009, 39(1): 1 -5 .
[6] CHEN Rui, LI Hongwei, TIAN Jing. The relationship between the number of magnetic poles and the bearing capacity of radial magnetic bearing[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2018, 48(2): 81 -85 .
[7] WANG Bo,WANG Ning-sheng . Automatic generation and combinatory optimization of disassembly sequence for mechanical-electric assembly[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2006, 36(2): 52 -57 .
[8] JI Tao,GAO Xu/sup>,SUN Tong-jing,XUE Yong-duan/sup>,XU Bing-yin/sup> . Characteristic analysis of fault generated traveling waves in 10 Kv automatic blocking and continuous power transmission lines[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2006, 36(2): 111 -116 .
[9] QIN Tong, SUN Fengrong*, WANG Limei, WANG Qinghao, LI Xincai. 3D surface reconstruction using the shape based interpolation guided by maximal discs[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2010, 40(3): 1 -5 .
[10] ZHANG Ying,LANG Yongmei,ZHAO Yuxiao,ZHANG Jianda,QIAO Peng,LI Shanping . Research on technique of aerobic granular sludge cultivationby seeding EGSB anaerobic granular sludge[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2006, 36(4): 56 -59 .
Copyright 2018 © Editorial office of Journal of Shandong University (Engineering Science)
Supported by Beijing Magtech Co.Ltd