期刊文献+

A SMOOTHING TRUST REGION METHOD FOR NCPS BASED ON THE SMOOTHING GENERALIZED FISCHER-BURMEISTER FUNCTION

A SMOOTHING TRUST REGION METHOD FOR NCPS BASED ON THE SMOOTHING GENERALIZED FISCHER-BURMEISTER FUNCTION
原文传递
导出
摘要 Based on a reformulation of the complementarity problem as a system of nonsmooth equations by using the generMized Fischer-Burmeister function, a smoothing trust re- gion Mgorithm with line search is proposed for solving general (not necessarily monotone) nonlinear complementarity problems. Global convergence and, under a nonsingularity assumption, local Q-superlinear/Q-quadratic convergence of the algorithm are established. In particular, it is proved that a unit step size is always accepted after a finite number of iterations. Numerical results also confirm the good theoretical properties of our approach. Based on a reformulation of the complementarity problem as a system of nonsmooth equations by using the generMized Fischer-Burmeister function, a smoothing trust re- gion Mgorithm with line search is proposed for solving general (not necessarily monotone) nonlinear complementarity problems. Global convergence and, under a nonsingularity assumption, local Q-superlinear/Q-quadratic convergence of the algorithm are established. In particular, it is proved that a unit step size is always accepted after a finite number of iterations. Numerical results also confirm the good theoretical properties of our approach.
出处 《Journal of Computational Mathematics》 SCIE CSCD 2011年第3期261-286,共26页 计算数学(英文)
基金 Acknowledgments. The work was supported by the National Natural Science Foundation of China (11071041) and Fujian Natural Science Foundation (2009J01002).
关键词 Nonlinear complementarity problem Smoothing method Trust region method Global convergence Local superlinear convergence. Nonlinear complementarity problem, Smoothing method, Trust region method, Global convergence, Local superlinear convergence.
  • 相关文献

参考文献32

  • 1P.T. Harker, J.S. Pang, Finite dimensional variational inequality and nonlinear complementarity problems: A survey of theory, algorithms and applications, Math. Program., 48(1990), 161-220.
  • 2M.C. Ferris, J.S. Pang, Engineering and economic application of complementarity problems, SIAM Rev., 39 (1997), 669-713.
  • 3H. Jiang, M. Fukushima, L. Qi, D. Sun, A trust region method for solving generalized comple- mentarity problem, SIAM J. Optimiz., 8 (1998), 140-157.
  • 4J.-S. Chen, S. Pan, A regularization semismooth Newton method based on the generalized Fischer- Burmeister function for P0-NCPs, J. Comput. Appl. Math., 220 (2008), 464-479.
  • 5J.-S. Chen, The semismooth-related properties of a merit function and a descent method for the nonlinear complementarity problem, J. Global Optim., 36 (2006), 565-580.
  • 6F. Fa~chinei, J. Soares , A new merit function for nonlinear complementarity problems and a related algorithm, SIAM J. Optimiz., 7 (1997), 225-247.
  • 7C. Kanzow, Nonlinear complementarity as unconstrained optimization, J. Optimiz. Theory App., 88 (1996), 139-155.
  • 8P. Tseng, Global behavior of a class of merit functions for the nonlinear complementarity problem, J. Optimiz. Theory App., 89 (1996), 17-37.
  • 9L. Qi, Trust region algorithms for solving nonsmooth equation, SIAM J. Optimiz., 5 (1995), 219-230.
  • 10O. L. Mangasarian, Equivalence of the complementarity problem to a system of nonlinear equa- tions, SIAM J. Appl. Math., 31 (1976), 89-92.

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部