Variants of the Ekeland variational principle for approximate proper solutions of vector equilibrium problems

In this paper, we provide variants of the Ekeland variational principle for a type of approximate proper solutions of a vector equilibrium problem, whose final space is finite dimensional and partially ordered by a polyhedral cone. Depending on the choice of an approximation set that defines these solutions, we prove that they approximate suitably exact weak efficient/proper efficient/efficient solutions of the problem. The variants of the Ekeland variational principle are obtained for an unconstrained and also for a cone-constrained vector equilibrium problem, through a nonlinear scalarization, and expressed by means of the matrix that defines the ordering cone, which makes them easier to handle. At the end, the results are applied to multiobjective optimization problems, for which a related vector variational inequality problem is defined.

[1]  V. Novo,et al.  On Approximate Efficiency in Multiobjective Programming , 2006, Math. Methods Oper. Res..

[2]  V. Novo,et al.  Proper approximate solutions and ε-subdifferentials in vector optimization: Basic properties and limit behaviour , 2013 .

[3]  H. Riahi,et al.  Variational Methods in Partially Ordered Spaces , 2003 .

[4]  César Gutiérrez,et al.  Ekeland Variational Principles in Vector Equilibrium Problems , 2017, SIAM J. Optim..

[5]  Ewa M. Bednarczuk,et al.  The Vector-Valued Variational Principle in Banach Spaces Ordered by Cones with Nonempty Interiors , 2007, SIAM J. Optim..

[6]  Xiaoqi Yang,et al.  On Vector Variational Inequalities: Application to Vector Equilibria , 1997 .

[7]  Dinh Ngoc Quy,et al.  A generalized distance and enhanced Ekeland’s variational principle for vector functions , 2010 .

[8]  Andreas H. Hamel,et al.  Equivalents to Ekeland's variational principle in uniform spaces , 2005 .

[9]  P. Felmer,et al.  Semi-classical states of nonlinear Schrödinger equations: a variational reduction method , 2002 .

[10]  M. El Maghri Pareto-Fenchel ε-subdifferential sum rule and ε-efficiency , 2012, Optim. Lett..

[11]  X. Gong Efficiency and Henig Efficiency for Vector Equilibrium Problems , 2001 .

[12]  X. Gong Scalarization and optimality conditions for vector equilibrium problems , 2010 .

[13]  X. Gong Connectedness of the Solution Sets and Scalarization for Vector Equilibrium Problems , 2007 .

[14]  Phan Quoc Khanh,et al.  On generalized Ekeland’s variational principle and equivalent formulations for set-valued mappings , 2011, J. Glob. Optim..

[15]  L. Thibault,et al.  Verifiable conditions for openness and regularity of multivalued mappings in Banach spaces , 1995 .

[16]  Bienvenido Jiménez,et al.  A Set-Valued Ekeland's Variational Principle in Vector Optimization , 2008, SIAM J. Control. Optim..

[17]  PHAN Q. KHANH,et al.  An Induction Theorem and Nonlinear Regularity Models , 2014, SIAM J. Optim..

[18]  C. Zălinescu,et al.  On the vectoral Ekeland's variational principle and minimal points in product spaces , 2000 .

[19]  Ignacy Kaliszewski,et al.  Quantitative Pareto Analysis by Cone Separation Technique , 1994 .

[20]  A. M. Geoffrion Proper efficiency and the theory of vector maximization , 1968 .

[21]  Changyu Wang,et al.  Continuousization of the family of point-to-set maps and its applications , 1990 .

[22]  Chen Guang-ya,et al.  The vector complementary problem and its equivalences with the weak minimal element in ordered spaces , 1990 .

[23]  Phan Quoc Khanh,et al.  Are several recent generalizations of Ekeland’s variational principle more general than the original principle? , 2003 .

[24]  J. Qiu An equilibrium version of vectorial Ekeland variational principle and its applications to equilibrium problems , 2016 .

[25]  Andreas H. Hamel Phelps’ lemma, Danes’ drop theorem and Ekeland’s principle in locally convex spaces , 2003 .

[26]  Jane J. Ye,et al.  On error bounds for lower semicontinuous functions , 2002, Math. Program..

[27]  P. Loridan ε-solutions in vector minimization problems , 1984 .

[28]  C. Tammer,et al.  Theory of Vector Optimization , 2003 .

[29]  A. Ioffe Proximal Analysis and Approximate Subdifferentials , 1990 .

[30]  C. Tammer A generalization of ekellandz’s variational principle , 1992 .

[31]  M. I. Henig Proper efficiency with respect to cones , 1982 .

[32]  A. Rubinov SUBLINEAR OPERATORS AND THEIR APPLICATIONS , 1977 .

[33]  R. Rockafellar Directionally Lipschitzian Functions and Subdifferential Calculus , 1979 .

[34]  Jing-Hui Qiu Set-Valued Quasi-Metrics and a General Ekeland's Variational Principle in Vector Optimization , 2013, SIAM J. Control. Optim..

[35]  P. Serafini,et al.  Scalarizing vector optimization problems , 1984 .

[36]  César Gutiérrez,et al.  Nonlinear scalarization in multiobjective optimization with a polyhedral ordering cone , 2018, Int. Trans. Oper. Res..

[37]  Truong Q. Bao,et al.  Variational principles, completeness and the existence of traps in behavioral sciences , 2018, Ann. Oper. Res..

[38]  H. P. Benson,et al.  An improved definition of proper efficiency for vector maximization with respect to cones , 1979 .

[39]  Ródenas Pedregosa,et al.  Caracterización de soluciones de problemas de equilibrio vectoriales , 2018 .

[40]  C. G. Liu,et al.  Ekeland's Variational Principle for Set-Valued Functions , 2011, SIAM J. Optim..

[41]  W. Oettli,et al.  Equivalents of Ekeland's principle , 1993, Bulletin of the Australian Mathematical Society.

[42]  I. Ekeland On the variational principle , 1974 .

[43]  G. Kassay,et al.  Ekeland's principle for vector equilibrium problems , 2007 .

[44]  Phan Quoc Khanh Proper solutions of vector optimization problems , 1992 .

[45]  R. Rockafellar,et al.  On the subdifferentiability of convex functions , 1965 .