![](data:image/png;base64,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)
Figure 20. Solution of order 20 to (1).
4 Conclusion
We have given an expression of rational solutions to
the Burgers' equation involving particular polynomi-
als.
In particular, we have constructed explicit solutions
to the Burgers' equation for the orders n= 1 until
n= 20.
All these solutions are singular. We can classify them
by the pattern of their singulatities.
The singularities of these solutions depend on the or-
ders of the solutions. When we consider odd order
solutions we have always the line x= 0 of singular-
ities. In the case of even order solutions n= 2p, the
singularities form horseshoe patterns with pbranches.
It will be interesting to construct solutions of this
equation depending on some real parameters.
References:
[1] H. Bateman, Some recent researches on the mo-
tion of fluids, Monthly Weather Review, V. 43,
163-170, 1915
[2] XJ.M. Burgers, A mathematical model illustrat-
ing the theory of turbulence, Adv. In Appl.
Mech., V. 1, 171-199, 1948
[3] N. Sugimoto, Burgers equation with a fractional
derivative: hereditary effects on nolinear acoustic
waves, Jour. Of Fluid Mech., V. 225, 631-633,
1991
[4] G.W. Bluman, J.D. Cole, The general similarity
solution of the heat equation, Jour. Of Math. And
Mech., V. 18, 1025-1042, 1969
[5] N. Su, P.C. Jim, W.V. Keith, E.C. Murray, R. Mao,
Some recent researches on the motion of fluids,
Ausr. Jour. Soil Res., V. 42, 42-, 2004
[6] J.M. Burgers, Mathematical examples illustating
the relations occuring in the theory of turbulent
fluid motion, Trans. Roy. Neth. Acad. Sci. Am-
sterdam, V. 17, 1-53, 1939
[7] J.M. Burgers, The non-linear diffusion equa-
tion: asymptotic solutions and statistical prob-
lems, Springer, 1974
[8] J.D. Cole, On a quasi-linear parabolic equation
occuring in aerodynamics, Quat. Of Appl. Math.,
V. 9, 225-236, 1951
[9] G.W. Whitham, Linear and nonlinear waves,
Pure an Appl. Math., V. 42, Wiley And Sons,
2011
[10] Q. Gao, M.Y. Zou, An analytical solution for
two and three dimensional, Applied Mathemati-
cal Modelling, V. 45, 255–270, 2017
[11] X.J. Yang, F. Gao, H.M. Srivastava, M.Y. Zou,
Exact travelling wave solutions for the local frac-
tional two-dimensional Burgers-type equations,
Computers and Mathematics with Applications,
V. 73, 203–210, 2017
[12] F.L. Xia, M. Sajjad Hashemi, M. Inc, P. Ashraf,
Explicit solutions of higher dimensional Burger’s
equations, Journal of Ocean Engineering
and Science, doi.org/10.1016/j.joes.2022.04.032,
2022
[13] A. Ebaid, Exact solitary wave solution for some
nonlinear evolution equations via exp-function
method, Phys. Lett. A, V. 365, N. 3, 213-219,
2007
[14] A.M. Wazwaz, Multiple front solutions for the
Burgers equation and the coupled Burgers equa-
tions, Appl. Math. And Comp., V. 190, N. 2,
1198-1206, 207
[15] K.B. Wolf, L. Hlavaty, S. Steinberg, Nonlinear
differential equations as invariants under group
action on coset bundles: Burgers and Korteweg
de Vries equation families, Jour. Of Math. Ana.
And Appl., V. 114, 340-359, 1986
[16] E. Hopf, The partial differential equation ut+
uux=uxx, Comm. On Pure And Appl. Math.,
V. 3, 201-230, 1950
[17] T. Ohwada, Cole-Hopf transformation as nu-
merical tool for the Burgers equation, Appl. And
Comp. Math., V. 8, N. 1, 107-113, 2009
[18] B.M. Vaganan, Cole-Hopf transformation for
higher dimensional Burgers equation with vari-
able coefficients, Stu. In Appl. Math., V. 129,
N. 3, 300-308, 2012
WSEAS TRANSACTIONS on MATHEMATICS
DOI: 10.37394/23206.2023.22.94