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Effect of diffusion parameters on traveling wave solutions of singular perturbed boussinesq equation
            Sumudu transform,   30  Adomian decomposition     This method is particularly advantageous due to
            method, 31,32  Fifth step block method, 33  Crank-  its systematic approach, which reduces compu-
            Nicolson method,  34  artificial neural network   tational complexity and increases the accuracy
            technique, 35  the cubic spline method, 36  the fi-  of the solutions compared to traditional numer-
            nite difference method, 37  expansion method. 38  ical or approximation techniques. Kudryashov’s
            Numerical solutions were produced using the       method is expected to contribute to the litera-
            Runge-Kutta method for the one-dimensional BE     ture by providing new traveling wave solutions
            with sixth-order space derivative. 39  Discretiza-  and improving the understanding of the underly-
            tion of the sixth-order Boussinesq-Type problem   ing physics in various applications such as fluid
            was carried out using the Septic B-spline sort-   dynamics, wave propagation and biological sys-
            ing technique, and numerical solutions were pro-  tems. There is also the idea that the BE can
            duced for this problem by non-linear least squares  help us understand its mathematical and physi-
            optimization using the Tikhonov Regularization    cal properties in a broader context. Additionally,
            function. 40  It also obtains weakly nonlocal single-  one of the most significant goals of this study
            wave solutions of the BE and provides estimates   is to analyze the diffusion phenomenon of the
                                              5
            of the amplitude of the oscillations. In her study,  wave. To perform this analysis, a coefficient can
            Arslan obtained an approximate solution of the    be added to the u xx term in equation (1), which
            sixth-order BE using the hybrid method as a dif-  represents the diffusion phenomenon of the wave
            ferent alternative method. 41  Song et al. discussed  in shallow waters. In this case, equation (1) can
            the lack of a global solution to the initial bound-  be expanded as follows.
            ary value problem for the BE and two examples
            were given. 42  The SPBE exact solutions were ana-   u tt = κu xx + u 2   + u xxxx + `ou xxxxxx  (2)
            lyzed via Lie approximation symmetry analysis. 6                      xx
            The solution was analyzed with the standard per-
            turbation method and physical discussions were
            held. 43  Numerical solutions were produced with  where κ is a constant and is the diffusion coeffi-
                                       7
            the finite difference method. Existing techniques  cient.
                                                                  Moreover, |`o| ≤ 1 is a small parameter gov-
            for solving NLPDEs often involve restrictive as-
                                                              erning the effect of sixth-order dispersion on the
            sumptions, limited applicability or computation-
                                                              waveform. 45  It is a physically important constant
            ally intensive procedures. There is a clear need
                                                              and is related to the phenomenon of long wave
            for efficient methods that can systematically gen-
                                                              propagation in shallow water. 46
            erate exact solutions without relying on approxi-
                                                                  In this study, the effect of the diffusion
            mations. The Kudryashov method has proven to      coefficient on wave diffusion will be discussed.
            be a powerful analytical tool for solving various
            NLPDEs.  44  In this work, we explore the full po-  In the second section, the methodology of the
            tential for BE, a certain class of equations relevant  Kudryashov method will be explained.  In the
            to modern applications such as fluid dynamics     third section, the Kudryashov method will be
            and wave theory, and provide practical insights   used to obtain traveling wave solutions for equa-
            into the behavior of the modeled systems. We      tion (2). In the fourth section, the effects of physi-
            also contribute to the theoretical development of  cal parameters on the obtained solution and phys-
                                                              ical discussions will be given and in the last sec-
            analytical techniques. Solutions of the BE, which
                                                              tion, the obtained results will be presented and
            plays the leading role in this study, are important
                                                              general conclusions will be given.
            for analyzing wave behavior and understanding
            the movement of fluids. However, while the BE is  2. The methodology of the Kudryashov
            generally solved by numerical methods, analytical    method
            solutions appear to be limited. For this reason,
            the analytical method Kudryashov method will      Assume you have an NLPDE of the below form
            be used as a tool for the exact solution. The
            reason for choosing the proposed method lies                Ω (u, u t , u x , u xx , u tt , ...) = 0,  (3)
            in its ability to generate exact analytical solu-
                                                              where u = u (x, t). We present the basic steps of
            tions for nonlinear partial differential equations            44
                                                              the method.
            (NLPDEs), which are fundamental in modeling
                                                                  Step 1. By using the wave transformation
            complex physical phenomena. By making use of
            Kudryashov’s method, exact solutions can be ef-            u (x, t) = U (ξ) ,  ξ = kx ± vt,   (4)
            ficiently generated that provide valuable insights
                                                              where k is the wave number and v is the angular
            into the dynamic behavior of nonlinear systems.
                                                              frequency. Additionally, the angular frequency v
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