An extragradient algorithm for quasiconvex equilibrium problems without monotonicity

被引:4
|
作者
Muu, Le Dung [1 ,2 ]
Yen, Le Hai [2 ]
机构
[1] Thang Long Univ, TIMAS, Hanoi, Vietnam
[2] VAST, Inst Math, Hanoi, Vietnam
关键词
Equilibria; Quasiconvexity; Normal subgradient; Linesearch; MINIMIZATION ALGORITHM; SUBGRADIENT METHODS; NONCONVEX; INEQUALITIES; SETS;
D O I
10.1007/s10898-023-01291-y
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
We attempt to provide an algorithm for approximating a solution of the quasiconvex equilibrium problem that was proved to exist by K. Fan 1972. The proposed algorithm is an iterative procedure, where the search direction at each iteration is a normal-subgradient, while the step-size is updated avoiding Lipschitz-type conditions. The algorithm is convergent to a ?-quasi-solution with any positive ? if the bifunction f is semistrictly quasiconvex in its second variable, while it converges to the solution when f is strongly quasiconvex. Neither monotoniciy nor Lipschitz property is required. The main subprogram needed to solve at each iteration is a proximal regularized minimization problem whose objective function is the sum of a quasiconvex function and the one ||.||(2). We also discuss several cases where this global optimization problem can be solved efficiently.
引用
收藏
页数:20
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