Guolin Yu

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 29

Top Topics

Optimization Problems

Subspace Learning

Pattern Classification

Top Venues

Eng. Appl. Artif. Intell.

Signal Process.

Publications

Wenyan Han, Guolin Yu
Optimality and error bound for set optimization with application to uncertain multi-objective programming. J. Glob. Optim. 88 (4) (2024)
Weizhi Xiong, Guolin Yu, Jun Ma, Sheng Liu
A novel robust adaptive subspace learning framework for dimensionality reduction. Appl. Intell. 54 (19) (2024)
Ru Li, Guolin Yu
Strict Vector Equilibrium Problems of Multi-Product Supply-Demand Networks with Capacity Constraints and Uncertain Demands. Axioms 13 (4) (2024)
Jun Ma, Guolin Yu
Robust adaptive learning framework for semi-supervised pattern classification. Signal Process. 224 (2024)
Weizhi Xiong, Guolin Yu, Jun Ma, Sheng Liu
Sparse robust adaptive unsupervised subspace learning for dimensionality reduction. Eng. Appl. Artif. Intell. 129 (2024)
Jun Ma, Guolin Yu
Distribution-free Bayesian regularized learning framework for semi-supervised learning. Neural Networks 174 (2024)
Wenyan Han, Guolin Yu
An unified scalarization and Ekeland's variational principle for partial set order. Comput. Appl. Math. 43 (1) (2024)
Haoyu Wang, Guolin Yu, Jun Ma
Fast sparse twin learning framework for large-scale pattern classification. Eng. Appl. Artif. Intell. 130 (2024)
Liu Gao, Guolin Yu, Wenyan Han
Optimality Conditions of the Approximate Efficiency for Nonsmooth Robust Multiobjective Fractional Semi-Infinite Optimization Problems. Axioms 12 (7) (2023)
Jun Ma, Guolin Yu
A generalized adaptive robust distance metric driven smooth regularization learning framework for pattern recognition. Signal Process. 211 (2023)
Yimeng Jiang, Guolin Yu, Jun Ma
Distance Metric Optimization-Driven Neural Network Learning Framework for Pattern Classification. Axioms 12 (8) (2023)
Haoyu Wang, Guolin Yu, Jun Ma
Capped L2, p-Norm Metric Based on Robust Twin Support Vector Machine with Welsch Loss. Symmetry 15 (5) (2023)
Bao Ma, Jun Ma, Guolin Yu
A Novel Robust Metric Distance Optimization-Driven Manifold Learning Framework for Semi-Supervised Pattern Classification. Axioms 12 (8) (2023)
Wenyan Han, Guolin Yu
Characterizations of multi-objective robustness solutions defined by Minkowski set difference. OR Spectr. 45 (4) (2023)
Guolin Yu, Jun Ma, Chenzhen Xie
Hessian scatter regularized twin support vector machine for semi-supervised classification. Eng. Appl. Artif. Intell. 119 (2023)
Jun Ma, Guolin Yu, Weizhi Xiong, Xiaolong Zhu
Safe semi-supervised learning for pattern classification. Eng. Appl. Artif. Intell. 121 (2023)
Yifan Wang, Guolin Yu, Jun Ma
Capped Linex Metric Twin Support Vector Machine for Robust Classification. Sensors 22 (17) (2022)
Jun Ma, Guolin Yu
Lagrangian Regularized Twin Extreme Learning Machine for Supervised and Semi-Supervised Classification. Symmetry 14 (6) (2022)
Guolin Yu, Siqi Li, Xiao Pan, Wenyan Han
Optimality of Approximate Quasi-Weakly Efficient Solutions for Vector Equilibrium Problems via Convexificators. Asia Pac. J. Oper. Res. 39 (5) (2022)
Yinfeng Zhang, Guolin Yu
Error Bounds for Inverse Mixed Quasi-Variational Inequality via Generalized Residual Gap Functions. Asia Pac. J. Oper. Res. 39 (2) (2022)
Jun Ma, Guolin Yu
Regularized twin minimax probability machine for pattern classification and regression. Eng. Appl. Artif. Intell. 107 (2022)
Kenneth O. Kortanek, Guolin Yu, Qinghong Zhang
Strong duality for standard convex programs. Math. Methods Oper. Res. 94 (3) (2021)
Wenyan Han, Guolin Yu, Tiantian Gong
Optimality Conditions for a Nonsmooth Uncertain Multiobjective Programming Problem. Complex. 2020 (2020)
Yameng Zhang, Guolin Yu, Wenyan Han
Optimality Conditions and Scalarization of Approximate Quasi Weak Efficient Solutions for Vector Equilibrium Problem. Complex. 2020 (2020)
Qiaoyong Jiang, Lei Wang, Xinhong Hei, Jiatang Cheng, Xiaofeng Lu, YanYan Lin, Guolin Yu
ARAe-SOM+BCO: An enhanced artificial raindrop algorithm using self-organizing map and binomial crossover operator. Neurocomputing 275 (2018)
Qiaoyong Jiang, Lei Wang, YanYan Lin, Xinhong Hei, Guolin Yu, Xiaofeng Lu
An efficient multi-objective artificial raindrop algorithm and its application to dynamic optimization problems in chemical processes. Appl. Soft Comput. 58 (2017)
Qiaoyong Jiang, Lei Wang, Jiatang Cheng, Xiaoshu Zhu, Wei Li, YanYan Lin, Guolin Yu, Xinhong Hei, Jinwei Zhao, Xiaofeng Lu
Multi-objective differential evolution with dynamic covariance matrix learning for multi-objective optimization problems with variable linkages. Knowl. Based Syst. 121 (2017)
Qiaoyong Jiang, Lei Wang, Xinhong Hei, Guolin Yu, YanYan Lin
The performance comparison of a new version of artificial raindrop algorithm on global numerical optimization. Neurocomputing 179 (2016)
Qiaoyong Jiang, Lei Wang, Xinhong Hei, Guolin Yu, YanYan Lin, Xiaofeng Lu
MOEA/D-ARA+SBX: A new multi-objective evolutionary algorithm based on decomposition with artificial raindrop algorithm and simulated binary crossover. Knowl. Based Syst. 107 (2016)
Guolin Yu
Henig globally efficiency for set-valued optimization and vector variational inequality. J. Syst. Sci. Complex. 27 (2) (2014)
Guolin Yu
Optimality of Global Proper Efficiency for cone-Arcwise Connected Set-Valued Optimization using Contingent Epiderivative. Asia Pac. J. Oper. Res. 30 (3) (2013)
Guolin Yu
Henig Proper Efficiency for Set-valued Optimization and Vector Variational Inequality. CSO (2012)
Guolin Yu
Optimality of Globally Proper Effcient Solutions in Set-valued Optimization Involving Directional Derivatives. CSO (2012)
Qi-lin Wang, Guolin Yu
Higher-Order Weakly Generalized Epiderivatives and Applications to Optimality Conditions. J. Appl. Math. 2012 (2012)
Guolin Yu
Vector Optimization Involving Preinvex Functions in Banach Spaces. CSO (2) (2009)
Guolin Yu
Generalized Gradients in Sense of Henig Efficiency for Set-Valued Maps. CSO (2) (2009)
Guolin Yu, Sanyang Liu
)-multiobjective programming involving generalized type-I functions. J. Glob. Optim. 41 (1) (2008)
Guolin Yu, Sanyang Liu
Some vector optimization problems in Banach spaces with generalized convexity. Comput. Math. Appl. 54 (11-12) (2007)