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Pseudomonotone\({_{\ast}}\) maps and the cutting plane property

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Abstract

Pseudomonotone\({_{\ast}}\) maps are a generalization of paramonotone maps which is very closely related to the cutting plane property in variational inequality problems (VIP). In this paper, we first generalize the so-called minimum principle sufficiency and the maximum principle sufficiency for VIP with multivalued maps. Then we show that pseudomonotonicity\({_{\ast}}\) of the map implies the “maximum principle sufficiency” and, in fact, is equivalent to it in a sense. We then present two applications of pseudomonotone\({_{\ast}}\) maps. First we show that pseudomonotone\({_{\ast}}\) maps can be used instead of the much more restricted class of pseudomonotone+ maps in a cutting plane method. Finally, an application to a proximal point method is given.

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References

  1. Burachik S.R., Scheimberg S.: A proximal point method for the variational inequality problem in Banach spaces. SIAM J. Optim. 39, 1633–1649 (2001)

    Google Scholar 

  2. Bruck, R.E., Jr.: An iterative solution of a variational inequality for certain monotone operators in Hilbert space. Research announcement. Bull. Amer. Math. Soc. 81, 890–892 (1976); Bruck, R.E., Jr.: Corrigendum. Bull. Amer. Math. Soc. 82, 353 (1976)

  3. Censor Y., Iusem A.N., Zenios S.A.: An interior point method with Bregman functions for the variational inequality problem with paramonotone operators. Math. Program. 81, 373–400 (1998)

    Google Scholar 

  4. Crouzeix J.P., Marcotte P., Zhu D.: Conditions ensuring the applicability of cutting-plane methods for solving variational inequalities. Math. Program. 88, 521–539 (2000)

    Article  Google Scholar 

  5. Denault M., Goffin J.L.: On a primal-dual analytic center cutting plane method for variational inequalities. Comput. Optim. Appl. 12, 127–155 (1999)

    Article  Google Scholar 

  6. Eckstein J., Ferris M.C.: Smooth methods of multipliers for complementarity problems. Math. Program. 86, 65–90 (1999)

    Article  Google Scholar 

  7. Ferris M.C., Mangasarian O.L.: Minimum principle sufficiency. Math. Program. 57, 1–14 (1992)

    Article  Google Scholar 

  8. Ferris M.C., Pang J.S.: Nondegenerate solutions and related concepts in affine variational inequalities. SIAM J. Control Optim. 34, 244–263 (1996)

    Article  Google Scholar 

  9. Goffin J.L., Marcotte P., Zhu D.: An analytic center cutting plane method for pseudomonotone variational inequalities. Oper. Res. Lett. 20, 1–6 (1997)

    Article  Google Scholar 

  10. Goffin J.L., Vial J.P. et al.: Interior point methods for nondifferentiable optimization. In: Kischka, P.(eds) Operations Research Proceedings 1997, pp. 35–49. Springer, Berlin (1998)

    Google Scholar 

  11. Hadjisavvas N.: Continuity and maximality properties of pseudomonotone operators. J. Convex Anal. 10, 465–475 (2003)

    Google Scholar 

  12. Hadjisavvas N.: Maximal pseudomonotone operators. In: Crespi, G.P., Guerraggio, A., Miglierina, E., Rocca, M.(eds) Proceedings of the Workshop ‘Optimization’, pp. 87–100. Datanova Editrice, Milano (2003)

    Google Scholar 

  13. Hadjisavvas N., Schaible S.: On a generalization of paramonotone maps and its application to solving the Stampacchia variational inequality. Optimization 55, 593–604 (2006)

    Article  Google Scholar 

  14. Iusem A.N.: On some properties of paramonotone operators. J. Convex Anal. 5, 269–278 (1998)

    Google Scholar 

  15. Marcotte P., Zhu D.: Weak sharp solutions of variational inequalities. SIAM J. Optim. 9, 179–189 (1998)

    Article  Google Scholar 

  16. Solodov M.V., Svaiter B.F.: An inexact hybrid generalized proximal point algorithm and some new results on the theory of Bregman functions. Math. Oper. Res. 25, 214–230 (2000)

    Article  Google Scholar 

  17. Wu Z., Wu S.-Y.: Weak sharp solutions of variational inequalities in Hilbert spaces. SIAM J. Optim. 14, 1011–1027 (2004)

    Article  Google Scholar 

  18. Yao J.C., Chadli O.: Pseudomonotone complementarity problems and variational inequalities. In: Hadjisavvas, N., Komlosi, S., Schaible, S.(eds) Handbook of Generalized Convexity and Generalized Monotonicity, pp. 501–558. Springer, Berlin (2005)

    Chapter  Google Scholar 

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Correspondence to Nicolas Hadjisavvas.

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Hadjisavvas, N., Schaible, S. Pseudomonotone\({_{\ast}}\) maps and the cutting plane property. J Glob Optim 43, 565–575 (2009). https://doi.org/10.1007/s10898-008-9335-5

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