Derivative Free Multilevel Optimization

Volume: 5 Number: 1 June 1, 2015
  • B. Karasözen
EN

Derivative Free Multilevel Optimization

Abstract

Optimization problems with different levels arise by discretization of ordinary and partial differential equations. We present a trust-region based derivative-freemultilevel optimization algorithm. The performance of the algorithm is shown on a shapeoptimization problem and global convergence to the Şrst order critical point is proved

Keywords

References

  1. Berghen, F.V. and Bersini, H., (2005), CONDOR, a new parallel, constrained extension of Powell’s UOBYQA algorithm: Experimental results and comparison with the DFO algorithm, Journal of Computational and Applied Mathematics, 181, pp. 157-175.
  2. Borzi, A. and Schulz, V., (2009), Multigrid methods for PDE optimization, SIAM Review, 51, pp. 361-395.
  3. Conn, A.R. and Toint, Ph. L., (1996), An algorithm using quadratic interpolation for unconstrained derivative free optimization, in ”Nonlinear Optimization and Applications”, G. Di Pillo and F. Gi- anessi, eds, Plenum Publishing, New York, pp. 27-47.
  4. Conn, A.R., Scheinberg, K. and Toint, Ph. L, (1997), Recent progress in unconstrained nonlinear optimization without derivatives, Mathematical Programming, 79, pp. 397-414.
  5. Conn, A. R., Scheinberg, K. and Toint, Ph. L., (1997), On the convergence of derivative-free meth- ods for unconstrained optimization, In Approximation Theory and Optimization: Tribute to M.J.D. Powell, editors: A. Iserles and M. Buhmann, Cambridge University Press, Cambridge, pp. 83-108.
  6. Conn, A.R., Sheinberg, K. and Vicente, L.N., (2009), Introduction to Derivative-Free Optimization, SIAM Series on Optimization.
  7. Gratton, S., Sartenaer, A. and Toint, Ph. L, (2010), Numerical Experience with a recursive trust- region method for multilevel nonlinear optimization, Optimization Methods and Software, 25, pp. 359-386.
  8. Gratton, S., Sartenaer, A. and Toint, Ph. L, (2006), Second-order convergence properties of trustre- gion methods using incomplete curvature information, with an application to multigrid optimization, Journal of Computational and Applied Mathematics, 24, pp. 676-692.

Details

Primary Language

English

Subjects

-

Journal Section

-

Authors

B. Karasözen This is me

Publication Date

June 1, 2015

Submission Date

-

Acceptance Date

-

Published in Issue

Year 2015 Volume: 5 Number: 1

APA
Karasözen, B. (2015). Derivative Free Multilevel Optimization. TWMS Journal of Applied and Engineering Mathematics, 5(1), 46-60. https://izlik.org/JA88UD73JX
AMA
1.Karasözen B. Derivative Free Multilevel Optimization. JAEM. 2015;5(1):46-60. https://izlik.org/JA88UD73JX
Chicago
Karasözen, B. 2015. “Derivative Free Multilevel Optimization”. TWMS Journal of Applied and Engineering Mathematics 5 (1): 46-60. https://izlik.org/JA88UD73JX.
EndNote
Karasözen B (June 1, 2015) Derivative Free Multilevel Optimization. TWMS Journal of Applied and Engineering Mathematics 5 1 46–60.
IEEE
[1]B. Karasözen, “Derivative Free Multilevel Optimization”, JAEM, vol. 5, no. 1, pp. 46–60, June 2015, [Online]. Available: https://izlik.org/JA88UD73JX
ISNAD
Karasözen, B. “Derivative Free Multilevel Optimization”. TWMS Journal of Applied and Engineering Mathematics 5/1 (June 1, 2015): 46-60. https://izlik.org/JA88UD73JX.
JAMA
1.Karasözen B. Derivative Free Multilevel Optimization. JAEM. 2015;5:46–60.
MLA
Karasözen, B. “Derivative Free Multilevel Optimization”. TWMS Journal of Applied and Engineering Mathematics, vol. 5, no. 1, June 2015, pp. 46-60, https://izlik.org/JA88UD73JX.
Vancouver
1.B. Karasözen. Derivative Free Multilevel Optimization. JAEM [Internet]. 2015 Jun. 1;5(1):46-60. Available from: https://izlik.org/JA88UD73JX