Differential transform method: A comprehensive review and analysis

Document Type : Research Article

Author

Aerospace Research Institute, Tehran, Iran.

Abstract

The complexity of solving differential equations in real-world applications motivates researchers to extend numerical methods. Among different numerical and semi-analytical methods for solving initial and boundary value problems, the differential transform method (DTM) has received no-table attention. It has developed and experienced generalizations for implementing other types of mathematical problems such as optimal control, calculus of variations, and integral equations. This review aims to provide insight into DTM. History, theoretical base, applications, computational aspects, and its revisions are reviewed. The present study helps to understand the theory, capabilities, and features of the DTM, as well as its drawbacks and limitations.

Keywords

Main Subjects


1. Abazari, R. and Abazari, M. Numerical study of Burgers–Huxley equations via reduced differential transform method. Comput. Appl. Math. 32 (2013) 1–17.
2. Abazari, R., Kılıçman, A. Numerical study of two-dimensional Volterra integral equations by RDTM and comparison with DTM. Abstr. Appl. Anal. 2013 (929478) (2013) 1–10.
3. Abazari, R. and Kılıçman, A. Application of differential transform method on nonlinear integro-differential equations with proportional delay. Neural Comput. Appl. 24 (2014) 391–397.
4. Abdulkawi, M. Solution of Cauchy type singular integral equations of the first kind by using differential transform method. Appl. Math. Model. 39 (2015) 2107–2118.
5. Abuasad, S., Moaddy, K. and Hashim, I. Analytical treatment of two-dimensional fractional Helmholtz equations. J. King Saud Univ. Sci. 31 (2019) 659–666.
6. Ahmad I. an Ahmad, F., Raja, M.A.Z., Ilyas, H., Anwar, N and Azad, Z. Intelligent computing to solve fifth-order boundary value problem arising in induction motor models. Neural Comput. Appl. 29 (7) (2018) 449–466.
7. Allahviranloo, T., Kiani N.A. and Motamedi, N. Solving fuzzy differential equations by differential transformation method. Inf. Sci. 179 (2009) 956–966.
8. Alomari, A.K. A new analytic solution for fractional chaotic dynamical systems using the differential transform method. Comput. Math. with Appl. 61 (2011) 2528–2534.
9. Arikoglu, A. and Ozko, I. Solution of boundary value problems for integro-differential equations by using differential transform method. Appl. Math. Comput. 168 (2005) 1145–1158.
10. Arikoglu, A. and Ozko, I. Solution of difference equations by using differential transform method. Appl. Math. Comput. 174 (2006) 1216–1228.
11. Arikoglu, A. and Ozko, I. Solution of differential–difference equations by using differential transform method. Appl. Math. Comput. 181 (2006) 153–162.
12. Arikoglu, A. and Ozko, I. Solution of fractional integro-differential equations by using fractional differential transform method. Chaos Solit. Frac-tals 40 (2009) 521–529.
13. Arvin, H. The flapwise bending free vibration analysis of micro-rotating timoshenko beams using the differential transform method. J. Vib. Control 24 (20) (2018) 4868–4884.
14. Ayaz, F. On the two-dimensional differential transform method. Appl. Math. Comput. 143 (2003) 361–374.
15. Ayaz, F. Applications of differential transform method to differential-algebraic equations. Appl. Math. Comput. 152 (2004) 649–657.
16. Ayaz, F. Solutions of the system of differential equations by differential transform method. Appl. Math. Comput. 147 (2004) 547–567.
17. Benhammouda, B., Vazquez-Leal, H. and Sarmiento-Reyes, A. Modified reduced differential transform method for partial differential-algebraic equations. J. Appl. Math. (2014) 2014.
18. Biazar, J. and Eslami, M. Analytic solution for telegraph equation by differential transform method. Phys. lett. A 374, (2010) 2904–2906.
19. Biswas, S. and Roy, T.K. Generalization of Seikkala derivative and differential transform method for fuzzy Volterra integro-differential equations. J. Intell. Fuzzy Syst. 34 (2018) 2795–2806.
20. Bona, J.L., Ponce, G., Saut, J.C. and Sparber, C. Dispersive blow-up for nonlinear Schrödinger equations revisited. J. Math. Pures Appl. 102, (2014) 782–811.
21. Boyd, J. Pade approximant algorithm for solving nonlinear ordinary differential equation boundary value problems on an unbounded domain. Comput. phys 11 (3) (1997) 299–303.
22. Chakraverty, S., Mahato, N., Karunakar, P. and Rao, T.D. Adomian decomposition method, pp. 119–130. Wiley, 2019.
23. Chen, C.K. and Ho, S.H. Application of differential transformation to eigenvalue problems. Appl. Math. Comput. 79 (1996) 173–188.
24. Chen, C.K. and Ho, S.H. Solving partial differential equations by two-dimensional differential transform method. Appl. Math. Comput. 106 (1999) 171–179.
25. Chen, X. and Dai, Y. Differential transform method for solving Richards equation. Appl. Math. Mech. 37 (2016) 169–180.
26. Cimatti, G. A nonlinear elliptic boundary value problem relevant in general relativity and in the theory of electrical heating of conductors. Bol-letino dell Unione Mat. Ital. 11 (2) (2018) 191–204.
27. Di Matteo, A. and Pirrotta, A. Generalized differential transform method for nonlinear boundary value problem of fractional order. Commun. Nonlinear Sci. Numer. Simul. 29 (2015) 88–101.
28. Dutta, J. and Kundu, B. Thermal analysis on variable thickness absorber plate fin in flatplate solar collectors using differential transform method. J. Therm. Eng. 6 (2020) 157–169.
29. Elsaid, A. Fractional differential transform method combined with the Adomian polynomials. Appl. Math. Comput. 218 (2012) 6899–6911.
30. Elsaid, A. and Helal, S.M. A new algorithm for computing the differential transform in nonlinear two-dimensional partial differential equations. J. King Saud Univ. Sci. 32 (2020) 858–861.
31. Erturk, V.S., Momani, S. and Odibat, Z. Application of generalized differential transform method to multi-order fractional differential equations. Commun. Nonlinear Sci. Numer. Simul. 13 (2008) 1642–1654.
32. Erturk, V.S. and Momani, S. Solving systems of fractional differential equations using differential transform method. Journal of Comput. Appl. Math. 215, (2008) 142–151.
33. Farhatnia, F., Ghanbari-Mobarakeh, M., Rasouli-Jazi, S. and Oveissi, S. Thermal buckling analysis of functionally graded circular plate resting on the Pasternak elastic foundation via the differential transform method. Facta Univ. Ser.: Mech. Eng. 15 (2017) 545–563.
34. Fatoorehchi, H. and Abolghasemi, H. Improving the differential transform method: A novel technique to obtain the differential transforms of nonlinearities by the Adomian polynomials. Appl. Math. Model. 37 (2013) 6008–6017.
35. Fatoorehchi, H., Abolghasemi, H. and Magesh, N. The differential transform method as a new computational tool for Laplace transforms. Natl. Acad. Sci. Lett. 38 (2015) 157–160.
36. Ganji, S.S., Barari, A., Ibsen, L.B. and Domairry, G. Differential transform method for mathematical modeling of jamming transition problem in traffic congestion flow. Cent. Eur. J. Oper. 20 (2012) 87–100.
37. Greenberg, M.D. Applications of Green’s functions in science and engineering. Dover Publications, 2015.
38. Fatoorehchi, H. and Abolghasemi, H. An explicit analytic solution to the Thomas-Fermi equation by the improved differential transform method. Acta Phys. Pol. A 125 (2014) 1083–1087.
39. Hamada, Y.M. Solution of a new model of fractional telegraph point reactor kinetics using differential transformation method. Appl. Math. Model. 78 (2019) 297–321.
40. Hamza-Cherif, R., Meradjah, M., Zidour, M., Tounsi, A., Belmahi, S. and Bensattalah, T. Vibration analysis of nano beam using differential transform method including thermal effect. J. Nano Res. 54 (2018) 1–14.
41. Hesam, S., Nazemi, A.R., and Haghbin, A. Analytical solution for the fokker–planck equation by differential transform method. Sci. Iran. 19 (2012) 1140–1145.
42. Hetmaniok, E., Pleszczynski, M. and Khan, Y. Solving the integral differential equations with delayed argument by using the DTM method. Sensors 22 (11), (2022) 1–21.
43. Hwang, I., Li, J. and Du, D. Differential Transformation and Its Application to Nonlinear Optimal Control. J. Dyn. Syst. Meas. Control, 131(5) (2009) 051010.
44. Ida, N. Boundary value problems: Analytic methods of solution, pp. 231–288. Springer International Publishing, Cham, 2015.
45. Jang, B. Solving linear and nonlinear initial value problems by the projected differential transform method. Comput. Phys. Commun. 181 (2010) 848–854.
46. Jayaprakash, M., Alzahrani, H., Sowmya, G., Varun Kumar, R., Malik, M., Alsaiari, A. and Prasannakumara, B. Thermal distribution through a moving longitudinal trapezoidal fin with variable temperature-dependent thermal properties using DTM-Pade approximant. Case Stud. Therm. Eng. 28 (2021) 101697.
47. Jena, S.K. and Chakraverty, S. Differential quadrature and differential transformation methods in buckling analysis of nanobeams. Curved Layer. Struct. 6 (2019) 1629–1641,
48. Kangalgil, F. and Ayaz, F. Solitary wave solutions for the kdv and mkdv equations by differential transform method. Chaos Solit. Fractals 41 (2009) 464–472.
49. Kassem, M.A., Hemeda, A.A. and Abdeen, M.A. Solution of the tumorimmune system by differential transform method. J. Nonlinear Sci. Appl. 13 (1) (2020) 9–21.
50. Kazemi Gelian, G., Ghoochani Shirvan, R. and Fariborzi Araghi, M.A. Comparison between sinc approximation and differential transform methods for nonlinear Hammerstein integral equations. Abstr. Appl. Anal. 13(1) (2022) 1291–1301.
51. Keller, H.B. Finite-difference methods, pp. 103–144. Dover publications, New York, 2018.
52. Keskin, A.U. The shooting method for the solution of one-dimensional BVPs, pp. 167–258. Springer International Publishing, Cham, 2019.
53. Keskin, Y. and Oturanc, G. Reduced differential transform method for partial differential equations. Int. J. Nonlinear Sci. Numer. Simul. 10 (2009) 741–750.
54. Kuma, M. Study of differential transform technique for transient hydromagnetic Jeffrey fluid flow from a stretching sheet. Nonlinear Engineering, Modeling and Application 9 (1) (2020) 145–155.
55. Li, T. and Lan, H. New approximation methods for solving elliptic boundary value problems via picard-mann iterative processes with mixed errors. Bound. Value Probl. 184 (2017) 449–466.
56. Li, Z., Saleem, S., Shafee, A., Chamkha, A.j. and Du, S. Analytical investigation of nanoparticle migration in a duct considering thermal radiation. J. Therm. Anal. Calorim. 135 (2019) 1629–1641.
57. Lin, Y., Chang, K.H. and Chen, C.K. Hybrid differential transform method/smoothed particle hydrodynamics and DT/finite difference method for transient heat conduction problems. Int. Commun. Heat Mass Transf. 113 (2020) 297–321.
58. Liu, J. and Hou, G. Numerical solutions of the space- and time-fractional coupled burgers equations by generalized differential transform method. Appl. Math. Comput. 217 (2011) 7001–7008.
59. Liu, Y., Sun, K., Yao, R. and Wang, B. Power system time domain simulation using a differential transformation method. IEEE Trans. Power Syst. 34(5) (2019) 3739– 3748.
60. Bagyalakshmi M. and SaiSundarakrishnan, G. Tarig projected differential transform method to solve fractional nonlinear partial differential equations. Boletim da Sociedade Paranaense de Matematica 38 (2020) 23–46.
61. Mehne, H.H. and Esmaeili, M. Analytical solution to the boundary layer slip flow and heat transfer over a flat plate using the switching differential transform method. J. Appl. Fluid Mech. 12, (2019) 433–444.
62. Mittal, R.C. and Pandit, S. Numerical Simulation of Unsteady Squeezing Nanofluid and Heat Flow between two Parallel Plates using Wavelets. Int. J. Therm. Sci. 118 (2017) 410–422.
63. Mohamed, M.S. and Gepreel, K.L. Reduced differential transform method for nonlinear integral member of Kadomtsev–Petviashvili hierarchy differential equations. J. Egypt. Math. Soc. 25(1) (2017) 1–7.
64. Momani, S. and Erturk, V.S. Solutions of non-linear oscillators by the modified differential transform method. Comput. Math. Appl.55 (2007) 833–842.
65. Momani, S., Odibat, Z. and Erturk, V.S. Generalized differential transform method for solving a space- and time-fractional diffusion-wave equation. Phys. lett. A 370 (2007) 379–387.
66. Nazemi, A., Hesam, S. and Haghbin, A. An application of differential transform method for solving nonlinear optimal control problems. Comput. Methods Differ. Equ. 3 (2015) 200–217.
67. Nazemi, A.R., Hesam and S., Haghbin, A. A fast numerical method for solving calculus of variation problems. Adv. Model. Optim. 15 (2013) 133–149.
68. Nourazar, S. and Mirzabeigy, A. Approximate solution for nonlinear duffing oscillator with damping effect using the modified differential transform method. Sci. Iran. 20 (2013) 364–368.
69. Odibat, Z. and Momani, S. A generalized differential transform method for linear partial differential equations of fractional order. Appl. Math. Lett. 21 (2008) 194–199.
70. Odibat, Z.M., Bertelle, C., Aziz-Alaoui, M.A. and Duchamp, G.H.E. A multi-step differential transform method and application to non-chaotic or chaotic systems. Comput. Math. Appl. 59 (2010) 1462–1472.
71. Odibat, Z.M., Kumar, S., Shawagfeh, N., Alsaedi, A. and Hayat, T. A study on the convergence conditions of generalized differential transform method. Math. Methods Appl. Sci. 40 (2017) 40–48.
72. Ozdemir, O. and Kaya, M.O. Flapwise bending vibration analysis of a rotating tapered cantilever Bernoulli–Euler beam by differential transform method. J. Sound Vib. 289 (2006) 413–420.
73. Paripour, M., Karimi, L. and Abbasbandy, S. Differential transform method for Volterra’s population growth model. Nonlinear Stud. 24(1) (2017) 227–234.
74. Peter, O.J. and Ibrahim, M.O. Application of differential transform method in solving a typhoid fever model. International Journal of Mathematical Analysis and Optimization: Theory and Applications 2017 (2017) 250–260.
75. Rashidi, M., Laraqi, N.R. and Sadri, M. A novel analytical solution of mixed convection about an inclined flat plate embedded in a porous medium using the DTM-Padé. Int. J. Therm. Sci. 49 (2010) 2405–2412.
76. Rashidi, M.M. The modified differential transform method for solving mhd boundarylayer equations. Comput. Phys. Commun. 180 (2009) 2210–2217.
77. Rashidi, M.M. and Erfani, S. The modified differential transform method for investigating Nano boundary-layers over stretching surfaces. Int. J. Numer. Methods Heat Fluid Flow, 21 (2011) 864–883.
78. Rashidi, M.M. and Keimanesh, M. Using differential transform method and Pade approximant for solving MHD flow in a laminar liquid film from a horizontal stretching surface. Math. Probl. Eng. 2010 (2010) 1–14.
79. Ravi Kanth, A.S.V. and Aruna, K. Differential transform method for solving the linear and nonlinear Klein–Gordon equation. Comput. Phys. Commun. 180 (2009) 708– 711.
80. Saberi Nik, H., Effati, S. and Yildirim, A. Solution of linear optimal control systems by differential transform method. Neural Comput. Appl. 23 (2013) 1311–1317.
81. Salahshour, S. and Allahviranloo, T. Application of fuzzy differential transform method for solving fuzzy Volterra integral equations. Appl. Math. Model. 37 (2013) 1016– 1027.
82. Shah, K., Singh, T. and Kılıçman, A. Combination of integral and projected differential transform methods for time-fractional gas dynamics equations. Ain Shams Eng. J. 9 (2018) 1683–1688.
83. Sheikholeslam Noori, S.M., Taeibi Rahni, M. and Shams Taleghani, S.A. Multiplerelaxation time color-gradient lattice boltzmann model for simulating contact angle in two-phase flows with high density ratio. Eur. Phys. J. Plus, 134 (2019) 449–466.
84. Sowmya, G., Sarris, I., Vishalakshi, C., Kumar, R. and Prasannakumara, B. Analysis of transient thermal distribution in a convective–radiative moving rod using two-dimensional differential transform method with multivariate Pade approximant. Symmetry, 13 (10) (2021) p.1793.
85. Srivastava, V.K., Awasthi, M.K. and Chaurasia, R.K. Reduced differential transform method to solve two and three dimensional second order
hyperbolic telegraph equations. J. King Saud Univ. Eng. Sci. 29 (2017)166–171.
86. Srivastava, V.K., Awasthi, M.K., Chaurasia, R.K. and Tamsir, M. The telegraph equation and its solution by reduced differential transform method. Model. Simul. Eng. 15 (2013) 545–563.
87. Tari, A., Rahimi, M.Y., Shahmorad, S. and Talati, F. Solving a class of two-dimensional linear and nonlinear Volterra integral equations by the differential transform method. J. Comput. Appl. Math. 228 (2009) 70–76.
88. Unal, E. and Gökdoğan, A. Solution of conformable fractional ordinary differential equations via differential transform method. Optik 128 (2017) 264–273.
89. Varsoliwala, A. and Singh, T. Analysis of fish farm model by differential transform method. In Proceedings of International Conference on Sustainable Computing in Science, Technology and Management (SUS-COM), pp. 371–379. Amity University Rajasthan, Jaipur, India, 2019.
90. Villafuerte L. and Chen-Charpentier, B.M. A random differential transform method: Theory and applications. Appl. Math. Lett. 25 (2012) 1490–1494.
91. Xie, L., Zhou, C. and Xu, S. An effective numerical method to solve a class of nonlinear singular boundary value problems using improved differential transform method. SpringerPlus 5(1) (2016) 1–19.
92. Xie, L.J., Zhou, C.L. and Xu, S. A new algorithm based on differential transform method for solving multi-point boundary value problems. Int. J. Comput. Math. 93(6) (2016) 981–994.
93. Yang, X.J., Tenreiro Machado, J.A. and Srivastava, H.M. A new numerical technique for solving the local fractional diffusion equation: Two-dimensional extended differential transform approach. Appl. Math. Comput. 274 (2016) 143–151.
94. Yu, L.T. and Chen, C.K. The solution of the Blasius equation by the differential transformation method. Math. Comput. Modelling, 28 (1998) 101–111.
95. Zhou, J.K. Differential transformation and its applications for electrical circuits (in Chinese). Huazhong Univ. Press, 1986.
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