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Integrating Variable Reduction Strategy With Evolutionary Algorithms for Solving Nonlinear Equations Systems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 75-89
作者:
Aijuan Song
;
Guohua Wu
;
Witold Pedrycz
;
Ling Wang
收藏
  |  
浏览/下载:60/0
  |  
提交时间:2021/11/03
Evolutionary algorithm (EA)
nonlinear equations systems (ENSs)
problem domain knowledge
variable reduction strategy (VRS)
An Overview and Experimental Study of Learning-Based Optimization Algorithms for the Vehicle Routing Problem
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1115-1138
作者:
Bingjie Li
;
Guohua Wu
;
Yongming He
;
Mingfeng Fan
;
Witold Pedrycz
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2022/06/27
End-to-end approaches
learning-based optimization (LBO) algorithms
reinforcement learning
step-by-step approaches
vehicle routing problem (VRP)
Residual-driven Fuzzy
C
-Means Clustering for Image Segmentation
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 876-889
作者:
Cong Wang
;
Witold Pedrycz
;
ZhiWu Li
;
MengChu Zhou
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2021/04/09
Fuzzy
C
-Means
image segmentation
mixed or unknown noise
residual-driven
weighted regularization
The Distributivity Equations of Semi-Uninorms
期刊论文
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 27, 页码: 329-349
作者:
Su, Yong
;
Liu, Hua-Wen
;
Pedrycz, Witold
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  |  
浏览/下载:7/0
  |  
提交时间:2019/11/19
distributivity condition
semi-uninorm
Fuzzy connectives and aggregation operators
functional equations
uninorm
Granular Fuzzy Modeling for Multidimensional Numeric Data: A Layered Approach Based on Hyperbox
期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2019, 卷号: 27, 页码: 775-789
作者:
Lu, Wei
;
Shan, Dan
;
Pedrycz, Witold
;
Zhang, Liyong
;
Yang, Jianhua
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  |  
浏览/下载:7/0
  |  
提交时间:2019/12/02
Granular computing (GrC)
granular fuzzy models (GFMs)
hyperbox information granules
interval information granules
multidimensional numeric data
Fuzzy granular classification based on the principle of justifiable granularity
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 170, 页码: 89-101
作者:
Fu, Chen
;
Lu, Wei
;
Pedrycz, Witold
;
Yang, Jianhua
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  |  
浏览/下载:5/0
  |  
提交时间:2019/12/02
Fuzzy rule-based classifier
Fuzzy C-means
Principle of justifiable granularity
Model refinement
Variational Inference-Based Automatic Relevance Determination Kernel for Embedded Feature Selection of Noisy Industrial Data
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2019, 卷号: 66, 页码: 416-428
作者:
Zhao, Jun
;
Chen, Long
;
Pedrycz, Witold
;
Wang, Wei
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  |  
浏览/下载:6/0
  |  
提交时间:2019/12/02
Automatic relevance determination kernel (ARDK)
embedded feature selection method
relevance vector machine (RVM)
variational inference
Fuzzy time series forecasting based on axiomatic fuzzy set theory
期刊论文
NEURAL COMPUTING & APPLICATIONS, 2019, 卷号: 31, 页码: 3921-3932
作者:
Guo, Hongyue
;
Pedrycz, Witold
;
Liu, Xiaodong
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  |  
浏览/下载:8/0
  |  
提交时间:2019/12/02
AFS theory
Fuzzy time series
Time series forecasting
TAIEX
A hierarchical memory network-based approach to uncertain streaming data
期刊论文
Knowledge-Based Systems, 2019, 卷号: Vol.165, 页码: 1-12
作者:
Weikai Wang
;
Kirubakaran Velswamy
;
Kuangrong Hao
;
Lei Chen
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/13
Memory
mechanism
Uncertainties
Streaming
data
Hierarchical
model
Memory
network
A hierarchical memory network-based approach to uncertain streaming data
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: Vol.165, 页码: 1-12
作者:
Wang, Weikai
;
Velswamy, Kirubakaran
;
Hao, Kuangrong
;
Chen, Lei
;
Pedrycz, Witold
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/17
Memory mechanism
Uncertainties
Streaming data
Hierarchical model
Memory network
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