This paper deals with implementation of the multistage Adomian decomposition method (MADM) to solve a class of nonlinear programming (NLP) problems, which are reformulated with a nonlinear system of fractional differential equations. The multistage strategy is used to investigate the relation between an equilibrium point of the fractional order dynamical system and an optimal solution of the NLP problem. The preference of the method lies in the fact that the multistage strategy gives this relation in an arbitrary longtime interval, while the Adomian decomposition method (ADM) gives the optimal solution just only in the neighborhood of the initial time. The numerical results taken by the fractional order MADM show that these results are compatible with the solution of NLP problem rather than the ADM. Furthermore, in some cases the fractional order MADM can perform more rapid convergency to the optimal solution of optimization problem than the integer order ones.
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e-mail: fevirgen@balikesir.edu.tr
e-mail: nozdemir@balikesir.edu.tr
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April 2011
Research Papers
Multistage Adomian Decomposition Method for Solving NLP Problems Over a Nonlinear Fractional Dynamical System
Fırat Evirgen,
Fırat Evirgen
Department of Mathematics,
e-mail: fevirgen@balikesir.edu.tr
Balıkesir University
, Çağış Campus, 10145 Balıkesir, Turkey
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Necati Özdemir
Necati Özdemir
Department of Mathematics,
e-mail: nozdemir@balikesir.edu.tr
Balıkesir University
, Çağış Campus, 10145 Balıkesir, Turkey
Search for other works by this author on:
Fırat Evirgen
Department of Mathematics,
Balıkesir University
, Çağış Campus, 10145 Balıkesir, Turkeye-mail: fevirgen@balikesir.edu.tr
Necati Özdemir
Department of Mathematics,
Balıkesir University
, Çağış Campus, 10145 Balıkesir, Turkeye-mail: nozdemir@balikesir.edu.tr
J. Comput. Nonlinear Dynam. Apr 2011, 6(2): 021003 (6 pages)
Published Online: October 20, 2010
Article history
Received:
November 25, 2009
Revised:
March 15, 2010
Online:
October 20, 2010
Published:
October 20, 2010
Citation
Evirgen, F., and Özdemir, N. (October 20, 2010). "Multistage Adomian Decomposition Method for Solving NLP Problems Over a Nonlinear Fractional Dynamical System." ASME. J. Comput. Nonlinear Dynam. April 2011; 6(2): 021003. https://doi.org/10.1115/1.4002393
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