余国林

2026

Second-order optimality conditions for weak minimal solution of set optimization with Minkowski difference

Positivity (Dordrecht)

DOI

2026

A note on the paper “Directional derivatives in set optimization with the set order defined by Minkowski difference” [Optimization 74(1), 219–238(2023)]

Optimization

DOI

2026

New generalized second-order radial derivatives and applications to optimality conditions in set optimization

Journal of Computational and Applied Mathematics

DOI

2026

Conjugate duality in set optimization via subdifferential respect to set-order relations

Journal of Optimization Theory and Applications

DOI

2026

Semicontinuity of the sets of approximate solutions for parametric set optimization problems

ScienceAsia

DOI

2026

A generalized robust twin extreme learning machine for robust classification under noisy data

Engineering Applications of Artificial Intelligence

DOI

2026

Optimality for Uncertain Semi-infinite Multiobjective Interval-valued Optimization Problems

Pacific Journal of Optimization

DOI

2026

A modified inertial self-adaptive algorithm for bilevel variational inequalities with applications to signal processing

Optimization

DOI

2026

Fast sparse supervised learning framework with BLinex loss function

Neural Networks

DOI

2026

A robust sparse twin SVM with ϵ-zone insensitive two-parameter pinball loss for large-scale binary classification

Applied Soft Computing

DOI

2026

Proper Strict Efficiency in Set Optimization with Partial Set Order Relation

Mathematics

DOI

2026

Robust twin extreme learning machine with adaptive fractional loss

AIMS Mathematics

DOI

2025

Clarke generalized directional derivative involving Minkowski difference with applications to set optimization problems

Journal of Industrial and Management Optimization

DOI

2025

Convergence Rate of A Unified Prediction-Correction Algorithm for Linearly Constrained Equilibrium Problems

Journal of Optimization Theory and Applications

DOI

2025

Modified Tseng’s Extragradient Method for Solving Variational Inequality Problems and Fixed Point Problems with Applications in Optimal Control Problems

Axioms

DOI

2025

Generalized Adaptive Huber Loss Driven Robust Twin Support Vector Machine Learning Framework for Pattern Classification

Neural Processing Letters

DOI

2025

Quantile pattern regression using twin extreme learning machines with smooth pinball loss

Neurocomputing

DOI

2025

The angular spectrum of the $\boldsymbol{3\times 3}$ copositive cone

Electronic Journal of Linear Algebra

DOI

2025

Optimal conditions in uncertain set-valued optimization problems via second-order subdifferential involving Minkowski difference with application to zero-sum matrix games

Journal of Computational and Applied Mathematics

DOI

2024

Higher-order optimality conditions with separated derivatives and sensitivity analysis for set-valued optimization

Rairo-Operations Research，Vol. 58, No. 4

DOI

2024

Higher-Order Radial Hadamard Directional Derivatives and Applications to Set-Valued Equilibrium Problems

Asia Pac. J. Oper. Res.

DOI

2024

A PRP Type Conjugate Gradient Method Without Truncation for Nonconvex Vector Optimization

Journal of Optimization Theory and Applications

DOI

2024

Robust Twin Extreme Learning Machine Based on Soft Truncated Capped L1-Norm Loss Function

Electronics

DOI

2024

A novel robust generalized eigenvalue proximal support vector machine for pattern classification

Pattern Analysis and Applications

DOI

2024

Robust adaptive learning framework for semi-supervised pattern classification

Signal Processing

DOI

2024

A novel robust adaptive subspace learning framework for dimensionality reduction

Applied Intelligence

DOI

2024

Strict Vector Equilibrium Problems of Multi-Product Supply–Demand Networks with Capacity Constraints and Uncertain Demands

Axioms

DOI

2024

Distribution-free Bayesian regularized learning framework for semi-supervised learning

Neural Networks

DOI

2024

An unified scalarization and Ekeland’s variational principle for partial set order

Computational and Applied Mathematics

DOI

2023

广义二阶不变凸向量变分类不等式

《工程数学学报》

2023

基于改进集的统一含参广义集值均衡问题解映射的下半连续性

《中国科学:数学》

2023

Characterizations of multi-objective robustness solutions defined by Minkowski set difference

OR spectrum

DOI

2023

A New Penalty Dual-primal Augmented Lagrangian Method and its Extensions

Taiwanese journal of mathematics

DOI

2023

Optimality Conditions of the Approximate Efficiency for Nonsmooth Robust Multiobjective Fractional Semi-Infinite Optimization Problems

Axioms

DOI

2023

Fast sparse twin learning framework for large-scale pattern classification

Engineering Applications of Artificial Intelligence

DOI

2023

Sparse robust adaptive unsupervised subspace learning for dimensionality reduction

Engineering Applications of Artificial Intelligence

DOI

2023

Optimality and error bound for set optimization with application to uncertain multi-objective programming

Journal of Global Optimization

DOI

2023

Directional derivatives in set optimization with the set order defined by Minkowski difference

Optimization

DOI

2022

近似次微分刻画的约束向量均衡问题的最优性条件

《数学物理学报》

2022

Optimality Conditions for Generalized Convex Nonsmooth Uncertain Multi-objective Fractional Programming

Journal of the Operations Research Society of China

DOI

2022

Optimality and Duality of Approximate Quasi Weakly Efficient Solution for Nonsmooth Vector Optimization Problems

Mathematical Problems in Engineering

DOI

2021

非光滑向量均衡问题近似拟全局真有效解的最优性条件

《应用数学学报》

2021

向量变分不等式和多目标优化高阶严格极小解的关系（英文）

《工程数学学报》

2021

鲁棒多目标规划近似拟弱有效解的最优性条件和鞍点定理

《吉林大学学报(理学版)》

DOI

2021

Optimality of Approximate Quasi-Weakly Efficient Solutions for Vector Equilibrium Problems via Convexificators

Asia Pac. J. Oper. Res.

DOI

2021

Error Bounds for Inverse Mixed Quasi-Variational Inequality via Generalized Residual Gap Functions

Asia Pac. J. Oper. Res.

DOI

2021

Strong duality for standard convex programs

Mathematical Methods of Operations Research

DOI

2020

非线性二阶锥互补问题的低阶罚函数算法（英文）

《应用数学》

DOI

2020

不确定多目标优化鲁棒真有效解的最优性与对偶

《应用数学》

DOI

2020

一类广义凸多目标分式规划近似弱有效解的最优性

《南昌大学学报(理科版)》

2020

不确定凸优化问题鲁棒近似解的最优性

《数学物理学报》

2020

Optimality Conditions for a Nonsmooth Uncertain Multiobjective Programming Problem

Complex

DOI

2020

Optimality Conditions and Scalarization of Approximate Quasi Weak Efficient Solutions for Vector Equilibrium Problem

Complex

DOI

2019

高阶强伪单调映射变分不等式解的性质

《吉林大学学报(理学版)》

DOI

2019

锥-逼近多值函数和集值优化的近似解

《工程数学学报》

2019

Higher-order Optimality Conditions and Duality for Approximate Solutions in Non-convex Set-valued Optimization

Acta Mathematicae Applicatae Sinica (English Series)

DOI

2018

广义弧连通凸向量变分不等式与多目标规划解之间的关系（英文）

《数学杂志》

2018

强E-凸性下赋范空间为内积空间的刻画

《数学的实践与认识》

2018

RELATIONSHIPS BETWEEN VECTOR VARIATIONAL-LIKE INEQUALITIES AND MULTI-OBJECTIVE PROGRAMMING INVOLVING GENERALIZED ARCWISE CONNECTED FUNCTIONS

2018

Optimality and duality in set-valued optimization utilizing limit sets

DOI

2017

内积空间中的h-强凸集值映射

《应用数学》

2017

一类非凸集值优化问题的对偶定理（英文）

《工程数学学报》

2017

强伪单调拟变分不等式问题的误差界

《南昌大学学报(理科版)》

2017

二阶锥线性互补问题的低阶罚函数算法

《数学杂志》

2017

非凸集值优化问题严有效解的强对偶定理（英文）

《数学杂志》

2017

向量和集两种标准下集值优化近似解的最优性条件

《吉林大学学报(理学版)》

2017

Optimality for set-valued optimization in the sense of vector and set criteria

Journal of Inequalities and Applications

DOI

2017

Vector critical points and generalized quasi-efficient solutions in nonsmooth multi-objective programming

Journal of Inequalities and Applications

DOI

2017

Optimality conditions in set optimization employing higher-order radial derivatives

DOI

2017

A class of generalized invex functions and vector variational-like inequalities

Journal of Inequalities and Applications

DOI

2017

STRONG DUALITY WITH STRICT EFFICIENCY IN VECTOR OPTIMIZATION INVOLVING NONCONVEX SET-VALUED MAPS

2017

Strong duality with super efficiency in set-valued optimization

DOI

2016

锥-次预不变凸集值优化问题近似解的最优性条件(英文)

《应用数学》

2016

锥-拟凸集值映射的标量刻画（英文）

《应用数学》

2016

Optimality conditions for strict minimizers of higher-order in semi-infinite multi-objective optimization

DOI

2016

Global proper efficiency and vector optimization with cone-arcwise connected set-valued maps

DOI

2016

Optimality and duality in set-valued optimization using higher-order radial derivatives

DOI

2015

Approximate solutions for nonconvex set-valued optimization and vector variational inequality

DOI

2015

Arcwise connected cone-quasiconvex set-valued mappings and Pareto reducibility in vector optimization

DOI

2014

Henig globally efficiency for set-valued optimization and vector variational inequality

Journal of Systems Science and Complexity

DOI

2014

Topological properties of Henig globally efficient solutions of set-valued problems

DOI

2013

变动控制结构下几乎-锥-凸映射的标量函数刻画

《应用数学学报》

2013

Second-order weak composed epiderivatives and applications to optimalityconditions

DOI

2013

Optimality of Global Proper Efficiency for cone-Arcwise Connected Set-Valued Optimization using Contingent Epiderivative

Asia Pac. J. Oper. Res.

DOI

2012

集值映射全局真有效次梯度下的Moreau-Rockafellar定理

《数学杂志》

2012

生成锥内部凸-锥-类凸集值优化问题的标量化和鞍点

《应用泛函分析学报》

2012

Dini集值方向导数和广义预不变凸向量优化问题(英文)

《工程数学学报》

2012

内部锥-凸集值映射Henig有效性的Morea-Rockafellar定理

《应用数学》

2012

Henig Proper Efficiency for Set-valued Optimization and Vector Variational Inequality

2012 Fifth International Joint Conference on Computational Sciences and Optimization

DOI

2012

Optimality of Globally Proper Effcient Solutions in Set-valued Optimization Involving Directional Derivatives

2012 Fifth International Joint Conference on Computational Sciences and Optimization

DOI

2012

Scalarization and Saddle-point for Ic-cone-convexlike Set-valued Optimization Problems

DOI

2012

Higher-Order Weakly Generalized Epiderivatives and Applications to Optimality Conditions

Journal of Applied Mathematics

DOI

2012

Duality of (h, φ)-Multiobjective Programming Involving Generalized Invex Functions

Journal of Applied Mathematics

DOI

2011

方向导数和广义锥-预不变凸集值优化问题

《数学学报(中文版)》

2011

一类求解双边障碍问题的松弛型二级多分裂并行算法

《数学杂志》

2011

Multi-objective Optimization Problems and Vector Variational-like Inequalities Involving Semi-strong E-convexity

2011 Fourth International Joint Conference on Computational Sciences and Optimization

DOI

2011

Optimality for Multi-Objective Programming Involving Arcwise Connected d-Type-I Functions

DOI

2011

Sufficiency in Multiobjective Programming Involving Extended (F, alpha, rho, d)-type I Functions

2011 Fourth International Joint Conference on Computational Sciences and Optimization

DOI

2011

Optimality for Henig Proper Efficiency in Vector Optimization Involving Dini Set-Valued Directional Derivatives

DOI

2011

Second-Order Optimality Conditions for Set-Valued Optimization Problems Under Benson Proper Efficiency

DOI

2011

Optimality of E-pseudoconvex multi-objective programming problems without constraint qualifications

Optimization Letters

DOI

2010

集值优化全局真有效解的最优性条件

《应用数学学报》

2010

拓扑向量空间中Gteaux可微多目标优化的充分性和对偶性(英文)

《四川大学学报(自然科学版)》

2010

E-凸集的几个基本性质

《北华大学学报(自然科学版)》

2010

Duality for Multiobjective Optimization Involving Extended (F, alpha, rho, d)-type I Functions

2010 Third International Joint Conference on Computational Science and Optimization

DOI

2010

Sufficiency and Duality in Nonsmooth Multiobjective Programming with Generalized Dini Convextiy

2010 Third International Joint Conference on Computational Science and Optimization

DOI

2009

Cone-Henig Subdifferentials of Set-Valued Maps in Locally Convex Spaces.

JOURNAL OF ADVANCES IN MATHEMATICS

DOI

2009

Generalized Gradients in Sense of Henig Efficiency for Set-Valued Maps

International Joint Conference on Computational Sciences and Optimization

DOI

2009

Vector Optimization Involving Preinvex Functions in Banach Spaces

International Joint Conference on Computational Sciences and Optimization

DOI

2008

Optimality for (h,φ)-multiobjective programming involving generalized type-I functions

Journal of Global Optimization

DOI

2007

生成锥内部凸-锥-类凸集值优化问题的超有效性(英文)

《运筹学学报(中英文)》

2007

近似锥-次类凸集值优化问题严有效解的广义鞍点刻画

《工程数学学报》

2007

集值映射的广义梯度和全局真有效解(英文)

《应用数学》

2007

Some vector optimization problems in Banach spaces with generalized convexity

Computers and Mathematics with Applications

DOI

2007

Generalized Gradients of Set-valued Maps and Globally Proper Efficient Solutions

2006

拓扑向量空间中多目标优化问题的广义鞍点条件

《西安电子科技大学学报》

2006

The δ-efficiency of multiobjective programming problem in topological vector spaces

2006

Properties of Invex Two-level Programming

2006

Strict Efficiency of Set-valued Optimization and Scalar Set-valued Lagrange Mapping

2006

The condition for generalized saddle points for multiobjective optimization problems in topological vector space

Existence of subdifferential for set-valued maps involving Minkowski difference

Journal of Computational and Applied Mathematics

DOI