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Fast Nonparallel Support Vector Machine with the Margin Hyper-planes and Its Iterative Solver

Liming Liu Yonghui Yang Ping Li Maoxiang Chu

电子学报（英文）2026，Vol.35Issue(1)：336-350,15.

电子学报（英文）2026，Vol.35Issue(1)：336-350,15.DOI:10.23919/cje.2025.00.007

Fast Nonparallel Support Vector Machine with the Margin Hyper-planes and Its Iterative Solver

Liming Liu ¹Yonghui Yang ¹Ping Li ¹Maoxiang Chu¹

作者信息

1. School of Electronic and Information Engineering,University of Science and Technology Liaoning,Anshan 114051,China
折叠

摘要

关键词

Nonparallel support vector machine/Structural distribution/Equality constraints/Steel sur-face defect classification

Key words

Nonparallel support vector machine/Structural distribution/Equality constraints/Steel sur-face defect classification

引用本文复制引用

Liming Liu,Yonghui Yang,Ping Li,Maoxiang Chu..Fast Nonparallel Support Vector Machine with the Margin Hyper-planes and Its Iterative Solver[J].电子学报（英文）,2026,35(1):336-350,15.

基金项目

This work was supported by the National Natural Sci-ence Foundation of China(Grant No.21978123),the Natural Science Foundation of Liaoning Province(Grant Nos.2022-MS-353 and 2021-BS-244),the Basic Scientific Research Project of Education Department of Liaoning Province(Grant No.LJKMZ20220640),and the Basic Scientific Research Project of Colleges and University Sponsored by Liaoning Province(Grant No.LJ232410146053). （Grant No.21978123）

电子学报（英文）

ISSN：1022-4653

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