Abstract
In this paper, the homotopy perturbation method (HPM) is applied to solve nonlinear programming (NLP) problem on the basis of the fractional order differential equations system. The trajectory of the proposed fractional order dynamical system is approached to the optimal solution for optimization problem. The multistage strategy is used to show this behavior of the system trajectory in large timespan. The ability of the method to obtain approximate analytical solutions was shown by comparisons among the multistage HPM, the standard HPM and the fourth order Runge–Kutta method.
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References
Luenberger DG (1973) Introduction to linear and nonlinear programming. Addison-Wesley, California
Sun W, Yuan YX (2006) Optimization theory and methods: Nonlinear programming. Springer, New York
Arrow KJ, Hurwicz L, Uzawa H (1958) Studies in linear and non-linear programming. Stanford University Press, California
Rosen JB (1961) The gradient projection method for nonlinear programming: Part II nonlinear constraints. SIAM J Appl Math 9:514–532
Fiacco AV, Mccormick GP (1968) Nonlinear programming: Sequential unconstrained minimization techniques. Wiley, New York
Yamashita H (1976) Differential equation approach to nonlinear programming. Math Program 18:155–168
Wang S, Yang XQ, Teo KL (2003) A unified gradient flow approach to constrained nonlinear optimization problems. Comput Optim Appl 25:251–268
Jin L, Zhang L-W, Xiao X (2007) Two differential equation systems for equality-constrained optimization. Appl Math Comput 190:1030–1039
Özdemir N, Evirgen F (2009) Solving NLP problems with dynamic system approach based on smoothed penalty function. Selçuk J Appl Math 10:63–73
Özdemir N, Evirgen F (2010) A dynamic system approach to quadratic programming problems with penalty method. Bull Malays Math Sci Soc 33:79–91
Miller KS, Ross B (1993) An introduction to the fractional calculus and fractional differential equations. Wiley, New York
Oldham KB, Spanier J (1974) The fractional calculus. Academic, New York
Podlubny I (1999) Fractional differential equations. Academic, New York
He JH (1997) Variational iteration method for delay differential equations. Commun Nonlinear Sci Numer Simul 2:235–236
He JH (1998) Approximate analytical solution for seepage flow with fractional derivative in prous media. Comput Methods Appl Mech Eng 167: 57–68
Adomian G (1988) A review of the decomposition method in applied mathematics. J Math Anal Appl 135:501–544
Adomian G (1994) Solving frontier problems of physics: the decomposition method. Kluwer, Boston
He JH (1999) Homotopy perturbation technique. Comput Meth Appl Mech Eng 178:257–262
He JH (2000) A coupling method of homotopy technique and perturbation technique for nonlinear problems. Int J Nonlinear Mech 35:37–43
He JH (2003) Homotopy perturbation method: A new nonlinear analytical technique. Appl Math Comput 135:73–79
He JH (2004) Comparison of homotopy perturbation method and homotopy analysis method. Appl Math Comput 156:527–539
He JH (2006) New interpretation of homotopy perturbation method. Int J Mod Phys B 20:2561–2568
He JH (2006) Some asymptotic methods for strongly nonlinear equations. Int J Mod Phys B 20:1141–1199
Abdulaziz O, Hashim I, Momani S (2008) Solving systems of fractional differential equations by homotopy-perturbation method. Phys Lett A 372:451–459
Momani S, Odibat Z (2007) Homotopy perturbation method for nonlinear partial differential equations of fractional order. Phys Lett A 365:345–350
Odibat Z, Momani S (2008) Modified homotopy perturbation method: Application to quadratic riccati differential equation of fractional order. Chaos Solitons Fractals 36:167–174
Baleanu D, Golmankhaneh Alireza K, Golmankhaneh Ali K (2009) Solving of the fractional non-linear and linear schroedinger equations by homotopy perturbation method. Romanian J Phys 52:823–832
Chowdhury MSH, Hashim I (2009) Application of homotopy-perturbation method to KleinGordon and sine-Gordon equations. Chaos Solitons Fractals 39:1928–1935
Hashim I, Chowdhury MSH (2008) Adaptation of homotopy-perturbation method for numeric-analytic solution of system of ODEs. Phys Lett A 372:470–481
Chowdhury MSH, Hashim I, Momani S (2009) The multistage homotopy-perturbation method: A powerful scheme for handling the Lorenz system. Chaos Solitons Fractals 40:1929–1937
Yu Y, Li H-X (2009) Application of the multistage homotopy-perturbation method to solve a class of hyperchaotic systems. Chaos Solitons Fractals 42:2330–2337
Hashim I, Chowdhury MSH, Mawa S (2008) On multistage homotopy-perturbation method applied to nonlinear biochemical reaction model. Chaos Solitons Fractals 36:823–827
Hock W, Schittkowski K (1981) Test examples for nonlinear programming codes. Springer, Berlin
Schittkowski K (1987) More test examples for nonlinear programming codes. Springer, Berlin
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Evirgen, F., Özdemir, N. (2012). A Fractional Order Dynamical Trajectory Approach for Optimization Problem with HPM. In: Baleanu, D., Machado, J., Luo, A. (eds) Fractional Dynamics and Control. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-0457-6_12
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DOI: https://doi.org/10.1007/978-1-4614-0457-6_12
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