D-gap functions and descent techniques for solving equilibrium problems

被引:11
作者
Bigi, Giancarlo [1 ]
Passacantando, Mauro [1 ]
机构
[1] Univ Pisa, Dipartimento Informat, I-56127 Pisa, Italy
关键词
Equilibrium problem; D-gap function; Descent directions; Monotonicity; UNCONSTRAINED OPTIMIZATION REFORMULATIONS; VARIATIONAL INEQUALITY PROBLEMS; NEWTON METHOD; CONVERGENCE; ALGORITHM;
D O I
10.1007/s10898-014-0223-x
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
A new algorithm for solving equilibrium problems with differentiable bifunctions is provided. The algorithm is based on descent directions of a suitable family of D-gap functions. Its convergence is proved under assumptions which do not guarantee the equivalence between the stationary points of the D-gap functions and the solutions of the equilibrium problem. Moreover, the algorithm does not require to set parameters according to thresholds which depend on regularity properties of the equilibrium bifunction. The results of preliminary numerical tests on Nash equilibrium problems with quadratic payoffs are reported. Finally, some numerical comparisons with other D-gap algorithms are drawn relying on some further tests on linear equilibrium problems.
引用
收藏
页码:183 / 203
页数:21
相关论文
共 25 条
[1]   Twelve monotonicity conditions arising from algorithms for equilibrium problems [J].
Bigi, Giancarlo ;
Passacantando, Mauro .
OPTIMIZATION METHODS & SOFTWARE, 2015, 30 (02) :323-337
[2]   Descent and Penalization Techniques for Equilibrium Problems with Nonlinear Constraints [J].
Bigi, Giancarlo ;
Passacantando, Mauro .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2015, 164 (03) :804-818
[3]   Existence and solution methods for equilibria [J].
Bigi, Giancarlo ;
Castellani, Marco ;
Pappalardo, Massimo ;
Passacantando, Mauro .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2013, 227 (01) :1-11
[4]   Gap functions and penalization for solving equilibrium problems with nonlinear constraints [J].
Bigi, Giancarlo ;
Passacantando, Mauro .
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2012, 53 (02) :323-346
[5]   A new solution method for equilibrium problems [J].
Bigi, Giancarlo ;
Castellani, Marco ;
Pappalardo, Massimo .
OPTIMIZATION METHODS & SOFTWARE, 2009, 24 (06) :895-911
[6]  
Blum E., 1994, Math. Student, V63, P123
[7]  
Brezis H., 1972, Bollettino U.M.I., V6, P293
[8]  
Chadli O, 2004, COMPUT MATH APPL, V48, P609, DOI 10.1016/j.camwa.2003.05,011
[9]   A note on D-gap functions for equilibrium problems [J].
Charitha, Ch .
OPTIMIZATION, 2013, 62 (02) :211-226
[10]   A convergent inexact solution method for equilibrium problems [J].
Di Lorenzo, David ;
Passacantando, Mauro ;
Sciandrone, Marco .
OPTIMIZATION METHODS & SOFTWARE, 2014, 29 (05) :979-991