College of Mathematics and Physics;
Guangxi University for Nationalities;
Nanning 530006;
China;
School of Mathematics and Statistics;
Yulin Normal University;
Yulin 537000;
China;
minimax optimization; inequality constraints; QP-free algorithm; global convergence;