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Square quadratic proximal method for nonlinear complimentarity problems

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In this paper, we propose a new interior point method for solving nonlinear complementarity problems. In this method, we use a new profitable searching direction and instead of using the logarithmic quadratic term, we use a square root quadratic term. We prove the global convergence of the proposed method under the assumption that $F$ is monotone. Some preliminary computational results are given to illustrate the efficiency of the proposed method.

Abstract

In this paper, we propose a new interior point method for solving nonlinear complementarity problems. In this method, we use a new profitable searching direction and instead of using the logarithmic quadratic term, we use a square root quadratic term. We prove the global convergence of the proposed method under the assumption that $F$ is monotone. Some preliminary computational results are given to illustrate the efficiency of the proposed method.

참고문헌 (17)

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  4. A. Bnouhachem, "A new predicto-corrector method for pseudomonotone nonlinear complementarity problems", Int. J. Comput. Math, 85(7), pp.1023~1038 (2008)
  5. A. Bnouhachem, "A note on LQP method for nonlinear complimentarity problems", Adv. Model. Optim, 14(1), pp.269~283 (2012)
  6. A. Bnouhachem, "A new logarithmic-quadratic proximal method for nonlinear complementarity problems", Appl. Math. Comput, 215(2), pp.695~706 (2009)
  7. A. Bnouhachem, "Modied LQP method with a new search direction for nonlinear complimentarity problems", Appl. Math. Inf. Sci, 10(4), pp.1375~1383 (2016)
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  11. B. He, "A LQP based interior prediction-correction method for nonlinear complementarity problems", J. Comput. Math, 24(1), pp.33~44 (2006)
  12. B. He, "A logarithmic-quadratic proximal prediction-correction method for structured monotone variational inequalities", Comput. Optim. Appl, 35(1), pp.19~46 (2006)
  13. B. He, "An approximate proximal-extragradient type method for monotone variational inequalities", J. Math. Anal. Appl, 300(2), pp.362~374 (2004)
  14. D. Kinderlehrer, "An Introduction to Variational Inequalities and their Applications" (1980), Academic Press, Inc
  15. M. A. Noor, "Modied proximal-point method for nonlinear com-plementarity problems", J. Comput. Appl. Math, 197(2), pp.395~405 (2006)
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  17. X. Yuan, "The prediction-correction approach to nonlinear complementarity problems", European J. Oper. Res, 176(3), pp.1357~1370 (2007)

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