DOI QR코드

DOI QR Code

SQUARE QUADRATIC PROXIMAL METHOD FOR NONLINEAR COMPLIMENTARITY PROBLEMS

  • Received : 2018.03.19
  • Accepted : 2018.08.29
  • Published : 2019.04.30

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.

Keywords

DBSHCJ_2019_v34n2_671_f0001.png 이미지

FIGURE 1. The network used for the numerical test.

TABLE 1. The free-flow cost and the designed capacity of links in (38)

DBSHCJ_2019_v34n2_671_t0001.png 이미지

TABLE 2. The O/D pairs and the coefficient m and q in (39)

DBSHCJ_2019_v34n2_671_t0002.png 이미지

TABLE 3. Numerical results for different ε

DBSHCJ_2019_v34n2_671_t0003.png 이미지

TABLE 4. The optimal path follow

DBSHCJ_2019_v34n2_671_t0004.png 이미지

TABLE 5. The optimal link flow

DBSHCJ_2019_v34n2_671_t0005.png 이미지

References

  1. A. Auslender, M. Teboulle, and S. Ben-Tiba, Interior proximal and multiplier methods based on second order homogeneous kernels, Math. Oper. Res. 24 (1999), no. 3, 645-668. https://doi.org/10.1287/moor.24.3.645
  2. A. Auslender, M. Teboulle, and S. Ben-Tiba, A logarithmic-quadratic proximal method for variational inequalities, Comput. Optim. Appl. 12 (1999), no. 1-3, 31-40. https://doi.org/10.1023/A:1008607511915
  3. A. Bnouhachem, An LQP method for pseudomonotone variational inequalities, J. Global Optim. 36 (2006), no. 3, 351-363. https://doi.org/10.1007/s10898-006-9013-4
  4. A. Bnouhachem and M. A. Noor, A new predicto-corrector method for pseudomonotone nonlinear complementarity problems, Int. J. Comput. Math. 85 (2008), no. 7, 1023-1038. https://doi.org/10.1080/00207160701464748
  5. A. Bnouhachem, M. A. Noor, A. Massaq, and S. Zhaohan, A note on LQP method for nonlinear complimentarity problems, Adv. Model. Optim. 14 (2012), no. 1, 269-283.
  6. A. Bnouhachem, M. A. Noor, and S. Zhaohan, A new logarithmic-quadratic proximal method for nonlinear complementarity problems, Appl. Math. Comput. 215 (2009), no. 2, 695-706. https://doi.org/10.1016/j.amc.2009.05.042
  7. A. Bnouhachem, A. Ou-yassine, M. A. Noor, and G. Lakhnati G, Modified LQP method with a new search direction for nonlinear complimentarity problems, Appl. Math. Inf. Sci. 10 (2016), no. 4, 1375-1383. https://doi.org/10.18576/amis/100416
  8. A. Bnouhachem and X. M. Yuan, Extended LQP method for monotone nonlinear complementarity problems, J. Optim. Theory Appl. 135 (2007), no. 3, 343-353. https://doi.org/10.1007/s10957-007-9287-9
  9. M. C. Ferris and J. S. Pang, Engineering and economic applications of complementarity problems, SIAM Rev. 39 (1997), no. 4, 669-713. https://doi.org/10.1137/S0036144595285963
  10. P. T. Harker and J.-S. Pang, A damped-Newton method for the linear complementarity problem, in Computational solution of nonlinear systems of equations (Fort Collins, CO, 1988), 265-284, Lectures in Appl. Math., 26, Amer. Math. Soc., Providence, RI. 1990.
  11. B. He, L. Liao, and X. Yuan, A LQP based interior prediction-correction method for nonlinear complementarity problems, J. Comput. Math. 24 (2006), no. 1, 33-44.
  12. B. He, Y. Xu, and X. Yuan, A logarithmic-quadratic proximal prediction-correction method for structured monotone variational inequalities, Comput. Optim. Appl. 35 (2006), no. 1, 19-46. https://doi.org/10.1007/s10589-006-6442-4
  13. B. He, Z. Yang, and X. Yuan, An approximate proximal-extragradient type method for monotone variational inequalities, J. Math. Anal. Appl. 300 (2004), no. 2, 362-374. https://doi.org/10.1016/j.jmaa.2004.04.068
  14. D. Kinderlehrer and G. Stampacchia, An Introduction to Variational Inequalities and their Applications, Pure and Applied Mathematics, 88, Academic Press, Inc., New York, 1980.
  15. M. A. Noor and A. Bnouhachem, Modified proximal-point method for nonlinear complementarity problems, J. Comput. Appl. Math. 197 (2006), no. 2, 395-405. https://doi.org/10.1016/j.cam.2005.08.028
  16. H. Yang and M. G. H. Bell, Traffc restraint, road pricing and network equilibrium, Transportation Research B 31 (1997), 303-314. https://doi.org/10.1016/S0191-2615(96)00030-6
  17. X. Yuan, The prediction-correction approach to nonlinear complementarity problems, European J. Oper. Res. 176 (2007), no. 3, 1357-1370. https://doi.org/10.1016/j.ejor.2005.11.006