Design of Defect Diagnosis Algorithm with Multi-objective Feature Extraction Optimization to Assess the M/OD Impact Damages

2021 ◽  
Author(s):  
Xutong Tan ◽  
Chun Yin ◽  
Xuegang Huang ◽  
Sara Dadras
Keyword(s):  
Feature Extraction ◽  
Multi Objective ◽  
Extraction Optimization ◽  
Diagnosis Algorithm ◽  
Defect Diagnosis ◽  
Impact Damages

scholarly journals Research on Damages Evaluation Method With Multi-Objective Feature Extraction Optimization Scheme for M/OD Impact Risk Assessment

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 98530-98545 ◽  
Author(s):  
Chun Yin ◽  
Ting Xue ◽  
Xuegang Huang ◽  
Yu-Hua Cheng ◽  
Sara Dadras ◽  
...  
Keyword(s):  
Risk Assessment ◽  
Feature Extraction ◽  
Evaluation Method ◽  
Optimization Scheme ◽  
Multi Objective ◽  
Extraction Optimization ◽  
Impact Risk

scholarly journals Automatically extracting features for face classification using multi-objective genetic programming

2021 ◽  
Author(s):  
Ying Bi ◽  
Bing Xue ◽  
Mengjie Zhang
Keyword(s):  
Feature Extraction ◽  
Genetic Programming ◽  
Classification Accuracy ◽  
Multi Objective ◽  
Face Classification ◽  
Feature Extraction Algorithm ◽  
Extraction Algorithm

© 2020 Owner/Author. This paper proposes a new multi-objective feature extraction algorithm using genetic programming (GP) for face classification. The new multi-objective GP-based feature extraction algorithm with the idea of non-dominated sorting, which aims to maximise the objective of the classification accuracy and minimise the objective of the number of extracted features. The results show that the proposed algorithm achieves significantly better performance than the baseline methods on two different face classification datasets.

Meta-feature Extraction for Multi-objective Optimization Problems

2021 ◽  
pp. 432-445
Author(s):  
Xianghua Chu ◽  
Jiayun Wang ◽  
Shuxiang Li ◽  
Linya Huang ◽  
Qiu He ◽  
...  
Keyword(s):  
Feature Extraction ◽  
Optimization Problems ◽  
Multi Objective Optimization ◽  
Multi Objective
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