Abstract
Optical solitons have practical applications in communication systems as carriers of optical information. An advantage of an optical soliton is its ability to maintain its structure unchanged when interacting with other pulses. The purpose of this article is to strive for the optical soliton solutions of the nonlinear Schrödinger–Hirota equation incorporating chromatic dispersion, which is a governing model for understanding the dynamics of dispersive pulse propagation in optical fibers. Three distinct methodologies, namely, the
1 Introduction
The exploration of optical soliton solutions to nonlinear partial differential equations (NPDEs) has emerged as a captivating and pivotal area of investigation within the realms of applied sciences and engineering [1–14]. Solitons, possessing numerous applications in science and engineering play a crucial role in various technological advancements. A paramount application of solitons lies in their ability to transmit digital information through optical fibers. The utilization of solitons in conveying information has become a cornerstone in the technological landscape [15–22]. Additionally, solitons are subject to intensive examination in electromagnetics, serving as transverse electromagnetic waves passing between two strips of superconducting metal. In the field of nonlinear optics, optical solitons constitute a remarkable field of study including optical fibers, magneto-optics, optical couplers, crystals, meta-surfaces, and birefringent materials [23–25]. The detailed study of optical solitons adds depth to our understanding of nonlinear optical phenomena and contributes in various optical technologies.
Recently, a significant focus in scientific research has been directed toward exploring mathematical models that elucidate the propagation of pulses in optical media. This heightened interest is primarily attributed to the rapid advancements in information transmission systems, especially over long distances. Among the widely employed nonlinear equations for characterizing pulse propagation in optical media is the nonlinear Schrödinger-Hirota equation (NLSHE) [26–28]. The NLSE is an NPDE that has application in diverse physical scenarios incluiding fluid mechanics, hydrodynamic, and the depiction of surface gravity water wave evolution. Moreover, it serves as a fundamental model in various fields, including nonlinear optics, fluid dynamics, nuclear physics, mathematical finance, biochemistry, plasma physics, and superconductivity. Specifically, it describes phenomena such as solitary wave propagation in heat pulse propagation in solids, piezoelectric semiconductors in condensed matter physics, and more. Another variant that has garnered attention in several studies is the NLSHE. This equation accounts for third-order dispersion (TOD) and finds application in the analysis of pulse propagation processes within optical media [29].
Chromatic dispersion (CD) and nonlinear refractive index (NRI) represent essential components in the foundational principles governing soliton propagation within optical fibers [30]. CD arises due to the dependency of the phase and group velocity of light in a transparent medium on optical frequency. This dependence leads to variations in wavelength and propagation velocity [31]. While the impact of CD in fibers can be mitigated, it is an inherent phenomenon in the production of glass fibers. Managing CD becomes imperative for optimizing and minimizing the effects of nonlinear terms in wavelength-division multiplexing systems. Despite efforts to reset the effects of CD, achieving a perfect balance remains a significant challenge. CD introduces issues in fibers, manifesting as degraded signal quality, necessitating dispersion compensation. A highly effective approach to address CD concerns is the utilization of fiber gratings [32]. The NLSHE with CD is given as follows [33,34]:
where
The NLSHE with CD, as presented in our model, is applicable to dispersion-flattened fibers and waveguides exhibiting polarization-mode dispersion (PMD). The addition of Kerr nonlinearity, GVD, TOD, and nonlinear dispersion terms accurately investigates the behavior of optical pulses in these systems. Dispersion-flattened fibers are particularly relevant here due to the need for managing both second- and third-order dispersive effects, while the nonlinear dispersion term addresses the impact of PMD in birefringent fibers. This model can be extended to grating structures, and its primary applicability is in fiber optic communication systems where higher-order nonlinearities and dispersion significantly affects the soliton dynamics. The fibers considered in our model are step-index fibers. This choice is due to their distinct core and cladding refractive index profiles, which allow us to analyze the nonlinear dynamics and higher-order dispersive effects, such as GVD and TOD, more clearly. Step-index fibers, particularly in terms of dispersion-flattened designs, give a straightforward framework for studying soliton propagation, PMD, and other nonlinear effects, which are central to the model.
Numerous methodologies have been developed to extract soliton solutions from NPDEs, including, but not limited to, the following: Kudryashov’s method [35,36], extended hyperbolic function method [37–41], Bernoulli sub-ODE method [42,43], Sardar sub-equation method [44,45], newly extended direct algebraic method [46,47], Jacobi’s elliptic function [48,49], mapping method [50–53], and
The remaining structure of this article is as follows: Section 2 gives mathematical analysis of the equation. Sections 3, 4, and 5 give the descriptions of applied methods with applications. The perturbation analysis for slowdown effect is given in Section 6. The discussion of this article is given in Section 7. Section 8 is of conclusion.
2 Mathematical analysis
Suppose
where
By integrating (4) and let integration of constant equals to zero
Now, from (3) and (5), we obtained the following values of constants:
Under these conditions, consider (3) or (5) as nonlinear ordinary differential equation (ODE).
3 Description of
1
φ
(
η
)
,
φ
′
(
η
)
φ
(
η
)
method
Let the solution of (3) be
where
where
Now, by substituting (7) along (8) into (3), the system of equations is attained, and by solving it, we obtain the values of constants.
3.1 Application of
1
φ
(
η
)
,
φ
′
(
η
)
φ
(
η
)
method
Now, using the homogeneous balance rule, we obtain
Now, by substituting Eq. (10) along Eq. (8) and Eq. (9) into (3) , the system of equations is attained, and by solving it, we obtain the following values of constants:
Set 1:
By substituting these values into Eq. (10), we have
By taking
Set 2:
By substituting these values into Eq. (10), we have
By taking
Set 3:
By substituting these values into Eq. (10), we have
By taking
4 New Kudryashov’s method
Let the solution of (3) be
where
where
Now, by substituting (17) along (18) into (3), the system of equations is attained, and by solving it, we obtain the values of constants.
4.1 Application of new Kudryashov’s method
As the balancing number
By substituting (20) along (18) into (3), the system of equations is attained, and by solving it, we obtain the values of constants:
By substituting these values of constants into (20), we have the following solutions:
By taking
5 Extended simple equation method
Consider the solution of (3) is
where
where
Case 1 When
Case 2 When
Case 3 When
5.1 Application of the extended simple equation method
As homogeneous balancing rule gives
By substituting (26) and (25) into (3), we obtain following sets of solutions:
Using these values along solutions of (25), we obtained
Case 1 When
Case 2 When
Case 3 When
Using these values along solutions of (25), we obtained
Case 1 When
Case 2 When
Case 3 When
Using these values along solutions of (25), we obtained
Case 1 When
Case 2 When
Case 3 When
6 Perturbative analysis
In this section, we extend our analysis of the soliton solution by incorporating the effects of TOD. The presence of TOD is known to induce both a slowdown in the soliton’s velocity and the emission of radiation in the form of small-amplitude dispersive waves. To obtain these physical effects, the soliton solution is perturbed by adding a small parameter,
We begin with the unperturbed soliton solution, which is given by
where
To incorporate the effects of TOD, a small perturbation parameter
where
The second term in (28),

Plots of
In the study by Kaur et al. Figure 8, we observe that the perturbed soliton (red dashed line) shifts to the left compared to the original soliton (blue solid line), indicating the deceleration caused by the perturbation. Furthermore, small oscillations trailing the soliton illustrate the radiative waves that are emitted due to the perturbation.
7 Results and discussion
In the study by Kaur et al. [58], the Schrödinger–Hirota equation with variable coefficients and power-law nonlinearity was investigated, focusing on bright and dark optical solitons. Similarly, bright, dark, and singular soliton solutions of the perturbed Schrödinger–Hirota equation, incorporating spatio-temporal dispersion and Kerr nonlinearity, were developed in the study by Yildirim [59]. New soliton solutions of the time-fractional Schrödinger–Hirota equation were explored in the study by Zayed et al. [60], where various dispersive optical soliton solutions were derived. The dynamic behaviors and optical solitons within DWDM networks, modeled by the Schrödinger–Hirota equation, were examined in the study by Tang [61] using traveling wave reductions to a plane dynamical system. The existing literature, as referenced, establishes that while numerous aspects of the Schrödinger–Hirota equation have been explored, our work presents a novel contribution, further advancing the field by addressing gaps in previous studies and introducing new solutions within this framework.
This study delves into the exploration of soliton solutions for the NLSHE through the application of three distinct approaches. The obtained solutions encompass various types, providing a comprehensive understanding of the equation’s behavior. In this section, we present graphical representations of these solutions through 3D and 2D plots, showcasing absolute, real, and imaginary aspects. These visualizations serve as crucial tools for comprehending the intricate dynamics of waves and play a vital role in validating the accuracy of the obtained solutions. The eye diagram is presented for the signal, providing a clear visualization of the pulse shapes and their characteristics. The graphical representations delineate diverse wave patterns influenced by constants, with potential applications in marine engineering for the design of resilient structures and the control of wave propagation. The details of each figure are elucidated as follows:
Figure 1(a)–(c) presents the absolute value graph of

Plots of

Plots of
In Figure 2(d)–(f), the real value graphs of
Figure 3(a)–(c) showcases the absolute value graph of

Plots of
Figure 4(a)–(c) showcases the absolute value graph of

Plots of
Figure 5(a)–(c) showcases the absolute value graph of

Plots of
Figure 6(a)–(c) depicts the absolute value graph of

Plots of
Figure 7(a)–(c) illustrates the absolute value graph of

Comparison of the original soliton (solid blue) and perturbed soliton (dashed red) showing both the slowdown effect and radiation emission. The perturbed soliton shows a backward shift due to the slowdown, and small oscillatory waves are emitted as radiation.
The inclusion of TOD is crucial for accurately modeling soliton behavior in dispersive media. Without considering the effects of TOD, the analysis is incomplete, as it neglects the physically important phenomena of soliton slowdown and radiation. The perturbative approach used here captures these effects and aligns with the expected behavior of solitons in the presence of higher-order dispersion, as shown in Figure 8.
8 Conclusion
This study has delved into an exploration of the NLSHE, which incorporates CD and serves as a governing model for comprehending the dynamics of dispersive pulse propagation in optical fibers. Employing three distinct methodologies, namely, the
Acknowledgments
The authors gratefully acknowledge the financial support provided by the National Science and Technology Council (NSTC), Taiwan, under Grant No. 112-2115-M-006-002.
-
Funding information: This work was supported by the National Science and Technology Council (NSTC), Taiwan, under Grant No. 112-2115-M-006-002.
-
Author contributions: All authors have accepted responsibility for the entire content of this manuscript and approved its submission.
-
Conflict of interest: The authors state no conflict of interest.
-
Data availability statement: All data generated or analyzed during this study are included in this published article.
References
[1] Asghari Y, Eslami M, Matinfar M, Rezazadeh H. Novel soliton solution of discrete nonlinear Schrödinger system in nonlinear optical fiber. Alexandr Eng J. 2024;90:7–16. 10.1016/j.aej.2024.01.024Search in Google Scholar
[2] Eslami M, Rezazadeh H. The first integral method for Wu-Zhang system with conformable time-fractional derivative. Calcolo. 2016;53:475–85. 10.1007/s10092-015-0158-8Search in Google Scholar
[3] Yang J. Computer data encryption system based on nonlinear partial differential equations. Mobile Inform Syst. 2022;2022:3395019. 10.1155/2022/3395019Search in Google Scholar
[4] Liang BL, Wang Y, Zhang SH, Guo QL, Wang SF, Fu GS, et al. Optical image processing by using a photorefractive spatial soliton waveguide. Phys Lett A. 2017;381(13):1207–12. 10.1016/j.physleta.2017.01.035Search in Google Scholar
[5] Borgese G, Vena S, Pantano P, Pace C, Bilotta E. Simulation, modeling, and analysis of soliton waves interaction and propagation in CNN transmission lines for innovative data communication and processing. Disc Dyn Nat Soc. 2015;2015:1207–12. 10.1155/2015/139238Search in Google Scholar
[6] Guo S, Fritsch AR, Greenberg C, Spielman IB, Zwolak JP. Machine-learning enhanced dark soliton detection in Bose-Einstein condensates. Machine Learn Sci Tech. 2021;2(3):035020. 10.1088/2632-2153/abed1eSearch in Google Scholar PubMed PubMed Central
[7] Al Qarni A, Bodaqah A, Mohammed A, Alshaery A, Bakodah H, Biswas A. Cubic-quartic optical solitons for Lakshmanan-Porsezian-Daniel equation by the improved adomian decomposition scheme. Ukr J Phys Opt. 2022;23(4):228–42. 10.3116/16091833/23/4/228/2022Search in Google Scholar
[8] AlQarni AA, Bodaqah AM, Mohammed ASHF, Alshaery AA, Bakodah HO, et al. Dark and singular cubic-quartic optical solitons with Lakshmanan-Porsezian-Daniel equation by the improved adomian decomposition scheme. Ukrain J Phys Opt. 2023;24(1):46–61. 10.3116/16091833/24/1/46/2023Search in Google Scholar
[9] Jawad AJM, Abu-AlShaeer MJ. Highly dispersive optical solitons with cubic law and cubic-quintic-septic law nonlinearities by two methods. Al-Rafidain J Eng Sci. 2023;1(1):1–8. 10.61268/sapgh524Search in Google Scholar
[10] Jawad AJM, Biswas A, Yildirim Y, Alshomrani AS. Dark-singular straddled optical solitons for the dispersive concatenation model with power-law of self-phase modulation by Tanh-Coth approach. Contemp Math. 2024;5(3):3198–214. 10.37256/cm.5320245013Search in Google Scholar
[11] Jawad AJM, Biswas A, Yildirim Y, Alshomrani AS. Optical solitons with differential group delay and inter-modal dispersion singlet. Contemp Math. 2024;5(1):1054–71. 10.37256/cm.5120244121Search in Google Scholar
[12] Jawad A, Biswas A. Solutions of resonant nonlinear Schrödingeras equation with exotic non-Kerr law nonlinearities. Al-Rafidain J Eng Sci. 2024:43–50. 10.61268/2bz73q95Search in Google Scholar
[13] Jawad AJM, Biswas A, Yiiildiiiriiim Y, Alshomrani AS. A fresh perspective on the concatenation model in optical fibers with kerr law of self-phase modulation. Engineering Science & Technology. 2024;5:195–208. 10.37256/est.5220244160Search in Google Scholar
[14] Jawad AJM, Yildirim Y, Biswas A, Ibraheem IK, Alshomrani AS. Highly dispersive optical solitons with differential group delay for Kerr law of self-phase modulation by Sardar sub-equation approach. Contemp Math. 2024:3839–57. 10.37256/cm.5320245185Search in Google Scholar
[15] Adem AR, Biswas A, Yildirim Y, Alshomrani AS. Revisitation of “implicit quiescent optical solitons with complex Ginzburg-Landau equation having nonlinear chromatic dispersion”: generalized temporal evolution. J Optics. 2024:1–10. 10.1007/s12596-024-01759-4Search in Google Scholar
[16] González-Gaxiola O, Biswas A, Belic MR. Optical soliton perturbation of Fokas-Lenells equation by the Laplace-Adomian decomposition algorithm. J Europ Opt Soc-Rapid Publ. 2019;15:1–9. 10.1186/s41476-019-0111-6Search in Google Scholar
[17] Zayed EM, Alurrfi KA, Alshbear RA. On application of the new mapping method to magneto-optic waveguides having Kudryashovas law of refractive index. Optik. 2023;287:171072. 10.1016/j.ijleo.2023.171072Search in Google Scholar
[18] González-Gaxiola O, Biswas A, Yildirim Y, Alshomrani AS. Bright optical solitons for the concatenation model with power-law nonlinearity: Laplace-Adomian decomposition. Contemporary Mathematics. 2023;4(4):1234–48. 10.37256/cm.4420233705Search in Google Scholar
[19] Topkara E, Milovic D, Sarma AK, Majid F, Biswas A. A study of optical solitons with Kerr and power law nonlinearities by He’s variational principle. J Europ Opt Soc-Rapid Publ. 2009;4:09050. 10.2971/jeos.2009.09050Search in Google Scholar
[20] Zayed EM, El-Horbaty M, Alngar ME, Shohib RM, Biswas A, Yiiildiiiriiim Y, et al. Dynamical system of optical soliton parameters by variational principle (super-Gaussian and super-sech pulses). J Europ Opt Soc-Rapid Publ. 2023;19(2):38. 10.1051/jeos/2023035Search in Google Scholar
[21] Arnous AH, Nofal TA, Biswas A, Yıldırım Y, Asiri A. Cubic-quartic optical solitons of the complex Ginzburg-Landau equation: a novel approach. Nonl Dyn. 2023;111(21):20201–16. 10.1007/s11071-023-08854-4Search in Google Scholar
[22] Jihad N, Abd Almuhsan M. Evaluation of impairment mitigations for optical fiber communications using dispersion compensation techniques. Rafidain J Eng Sci. 2023;1(1):81–92. 10.61268/0dat0751Search in Google Scholar
[23] Drazin PG, Johnson RS. Solitons: an introduction. vol. 2. Cambridge: Cambridge University Press; 1989. 10.1017/CBO9781139172059Search in Google Scholar
[24] Mirzazadeh M, Eslami M, Biswas A. Dispersive optical solitons by Kudryashovas method. Optik. 2014;125(23):6874–80. 10.1016/j.ijleo.2014.02.044Search in Google Scholar
[25] Nazarzadeh A, Eslami M, Mirzazadeh M. Exact solutions of some nonlinear partial differential equations using functional variable method. Pramana. 2013;81:225–36. 10.1007/s12043-013-0565-9Search in Google Scholar
[26] Ur Rehman H, Asjad Imran M, Bibi M, Riaz M, Akgül A. New soliton solutions of the 2D-chiral nonlinear Schrodinger equation using two integration schemes. Math Meth Appl Sci. 2021;44(7):5663–82. 10.1002/mma.7140Search in Google Scholar
[27] Sultan AM, Lu D, Arshad M, Rehman HU, Saleem MS. Soliton solutions of higher order dispersive cubic-quintic nonlinear Schrödinger equation and its applications. Chin J Phys. 2020;67:405–13. 10.1016/j.cjph.2019.10.003Search in Google Scholar
[28] Plastino AR, Tsallis C. Nonlinear Schroedinger equation in the presence of uniform acceleration. J Math Phys. 2013;54(4):041505. 10.1063/1.4798999Search in Google Scholar
[29] Ozdemir N, Secer A, Ozisik M, Bayram M. Perturbation of dispersive optical solitons with Schrödinger–Hirota equation with Kerr law and spatio-temporal dispersion. Optik. 2022;265:169545. 10.1016/j.ijleo.2022.169545Search in Google Scholar
[30] Xu T, Jacobsen G, Popov S, Li J, Vanin E, Wang K, et al. Chromatic dispersion compensation in coherent transmission system using digital filters. Optics express. 2010;18(15):16243–57. 10.1364/OE.18.016243Search in Google Scholar PubMed
[31] Udayakumar R, Khanaa V, Saravanan T. Chromatic dispersion compensation in optical fiber communication system and its simulation. Indian J Sci Tech. 2013;6(6):4762–6. 10.17485/ijst/2013/v6isp6.2Search in Google Scholar
[32] Dar AB, Jha RK. Chromatic dispersion compensation techniques and characterization of fiber Bragg grating for dispersion compensation. Opt Quant Electron. 2017;49:1–35. 10.1007/s11082-017-0944-4Search in Google Scholar
[33] Ekici M, Mirzazadeh M, Sonmezoglu A, Ullah MZ, Asma M, Zhou Q, et al. Dispersive optical solitons with Schrödinger–Hirota equation by extended trial equation method. Optik. 2017;136:451–61. 10.1016/j.ijleo.2017.02.042Search in Google Scholar
[34] Ozisik M, Onder I, Esen H, Cinar M, Ozdemir N, Secer A, et al. On the investigation of optical soliton solutions of cubic-quartic Fokas-Lenells and Schrödinger–Hirota equations. Optik. 2023;272:170389. 10.1016/j.ijleo.2022.170389Search in Google Scholar
[35] Rehman HU, Ullah N, Imran M. Highly dispersive optical solitons using Kudryashovas method. Optik. 2019;199:163349. 10.1016/j.ijleo.2019.163349Search in Google Scholar
[36] Ryabov PN, Sinelshchikov DI, Kochanov MB. Application of the Kudryashov method for finding exact solutions of the high order nonlinear evolution equations. Appl Math Comput. 2011;218(7):3965–72. 10.1016/j.amc.2011.09.027Search in Google Scholar
[37] Shi D, Rehman HU, Iqbal I, Vivas-Cortez M, Saleem MS, Zhang X. Analytical study of the dynamics in the double-chain model of DNA. Results Phys. 2023;52:106787.10.1016/j.rinp.2023.106787Search in Google Scholar
[38] Rehman HU, Awan AU, Tag-ElDin EM, Alhazmi SE, Yassen MF, Haider R. Extended hyperbolic function method for the (2+1)-dimensional nonlinear soliton equation. Results Phys. 2022;40:105802. 10.1016/j.rinp.2022.105802Search in Google Scholar
[39] Hong Z, Ji-Guang H, Wei-Tao W, Hong-Yong A. Applications of extended hyperbolic function method for quintic discrete nonlinear Schrödinger equation. Commun Theoret Phys. 2007;47(3):474. 10.1088/0253-6102/47/3/020Search in Google Scholar
[40] Ullah N, Asjad MI, Muhammad T, Akgül A. Analysis of power law non-linearity in solitonic solutions using extended hyperbolic function method. AIMS Math. 2022;7:18603–15.10.3934/math.20221023Search in Google Scholar
[41] Rehman HU, Imran MA, Ullah N, Akgül A. Exact solutions of (2+1)-dimensional Schrödingeras hyperbolic equation using different techniques. Numer Meth Partial Differ Equ. 2020;39:4575–94.10.1002/num.22644Search in Google Scholar
[42] Salam MA, Uddin MS, Dey P. Generalized Bernoulli Sub-ODE method and its applications. An Pure Appl Math. 2015;10(1):1–6. Search in Google Scholar
[43] Zheng B. A new Bernoulli sub-ODE method for constructing traveling wave solutions for two nonlinear equations with any order. UPB Scient Bullet Ser A. 2011;73(3):85–94. Search in Google Scholar
[44] Rehman HU, Iqbal I, Subhi Aiadi S, Mlaiki N, Saleem MS. Soliton solutions of Klein-Fock-Gordon equation using Sardar subequation method. Mathematics. 2022;10(18):3377. 10.3390/math10183377Search in Google Scholar
[45] Iqbal I, Rehman HU, Mirzazadeh M, Hashemi MS. Retrieval of optical solitons for nonlinear models with Kudryashov’s quintuple power law and dual-form nonlocal nonlinearity. Opt Quantum Electronics. 2023;55(7):588. 10.1007/s11082-023-04866-xSearch in Google Scholar
[46] Rehman HU, Ullah N, Imran M. Optical solitons of Biswas-Arshed equation in birefringent fibers using extended direct algebraic method. Optik. 2021;226:165378. 10.1016/j.ijleo.2020.165378Search in Google Scholar
[47] Kurt A, Tozar A, Tasbozan O. Applying the new extended direct algebraic method to solve the equation of obliquely interacting waves in shallow waters. J Ocean Univ China. 2020;19:772–80. 10.1007/s11802-020-4135-8Search in Google Scholar
[48] Liu S, Fu Z, Liu S, Zhao Q. Jacobi elliptic function expansion method and periodic wave solutions of nonlinear wave equations. Phys Lett A. 2001;289(1–2):69–74. 10.1016/S0375-9601(01)00580-1Search in Google Scholar
[49] Allahyani SA, Rehman HU, Awan AU, Tag-ElDin EM, Hassan MU. Diverse variety of exact solutions for nonlinear Gilson-Pickering equation. Symmetry. 2022;14(10):2151. 10.3390/sym14102151Search in Google Scholar
[50] Rehman HU, Saleem MS, Zubair M, Jafar S, Latif I. Optical solitons with Biswas-Arshed model using mapping method. Optik. 2019;194:163091. 10.1016/j.ijleo.2019.163091Search in Google Scholar
[51] Zeng X, Yong X. A new mapping method and its applications to nonlinear partial differential equations. Phys Lett A. 2008;372(44):6602–7. 10.1016/j.physleta.2008.09.025Search in Google Scholar
[52] Mohammed WW, Cesarano C. The soliton solutions for the (4+1)-dimensional stochastic Fokas equation. Math Meth Appl Sci. 2023;46(6):7589–97. 10.1002/mma.8986Search in Google Scholar
[53] Mohammed WW, Al-Askar FM, Cesarano C. The analytical solutions of the stochastic mKdV equation via the mapping method. Mathematics. 2022;10(22):4212. 10.3390/math10224212Search in Google Scholar
[54] Shahzad MU, Rehman HU, Awan AU, Zafar Z, Hassan AM, Iqbal I. Analysis of the exact solutions of nonlinear coupled Drinfeld-Sokolov-Wilson equation through phi6-model expansion method. Results Phys. 2023;52:106771. 10.1016/j.rinp.2023.106771Search in Google Scholar
[55] Rehman HU, Said GS, Amer A, Ashraf H, Tharwat M, Abdel-Aty M, et al. Unraveling the (4+1)-dimensional Davey-Stewartson-Kadomtsev-Petviashvili equation: Exploring soliton solutions via multiple techniques. Alexandr Eng J. 2024;90:17–23. 10.1016/j.aej.2024.01.058Search in Google Scholar
[56] Apeanti WO, Lu D, Zhang H, Yaro D, Akuamoah SW. Traveling wave solutions for complex nonlinear space-time fractional order (2+1)-dimensional Maccari dynamical system and Schrödinger equation with dual power law nonlinearity. SN Appl Sci. 2019;1:1–10. 10.1007/s42452-019-0537-xSearch in Google Scholar
[57] Biswas A, Porsezian K. Soliton perturbation theory for the modified nonlinear Schrödinger’s equation. Commun Nonl Sci Numer Simulat. 2007;12(6):886–903. 10.1016/j.cnsns.2005.11.006Search in Google Scholar
[58] Kaur L, Wazwaz AM. Bright-dark optical solitons for Schrödinger–Hirota equation with variable coefficients. Optik. 2019;179:479–84. 10.1016/j.ijleo.2018.09.035Search in Google Scholar
[59] Yildirim Y. Optical solitons to Schrödinger–Hirota equation in DWDM system with trial equation integration architecture. Optik. 2019;182:275–81. 10.1016/j.ijleo.2019.01.017Search in Google Scholar
[60] Zayed EM, Shohib RM, Biswas A, Ekici M, Alshomrani AS, Khan S, et al. Dispersive solitons in optical fibers and DWDM networks with Schrödinger–Hirota equation. Optik. 2019;199:163214. 10.1016/j.ijleo.2019.163214Search in Google Scholar
[61] Tang L. Bifurcations and dispersive optical solitons for the nonlinear Schrödinger–Hirota equation in DWDM networks. Optik. 2022;262:169276. 10.1016/j.ijleo.2022.169276Search in Google Scholar
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- Research on a path-tracking control system of unmanned rollers based on an optimization algorithm and real-time feedback
- Analysis of the sports action recognition model based on the LSTM recurrent neural network
- Industrial robot trajectory error compensation based on enhanced transfer convolutional neural networks
- Research on IoT network performance prediction model of power grid warehouse based on nonlinear GA-BP neural network
- Interactive recommendation of social network communication between cities based on GNN and user preferences
- Application of improved P-BEM in time varying channel prediction in 5G high-speed mobile communication system
- Construction of a BIM smart building collaborative design model combining the Internet of Things
- Optimizing malicious website prediction: An advanced XGBoost-based machine learning model
- Economic operation analysis of the power grid combining communication network and distributed optimization algorithm
- Sports video temporal action detection technology based on an improved MSST algorithm
- Internet of things data security and privacy protection based on improved federated learning
- Enterprise power emission reduction technology based on the LSTM–SVM model
- Construction of multi-style face models based on artistic image generation algorithms
- Special Issue: Decision and Control in Nonlinear Systems - Part II
- Animation video frame prediction based on ConvGRU fine-grained synthesis flow
- Application of GGNN inference propagation model for martial art intensity evaluation
- Benefit evaluation of building energy-saving renovation projects based on BWM weighting method
- Deep neural network application in real-time economic dispatch and frequency control of microgrids
- Real-time force/position control of soft growing robots: A data-driven model predictive approach
- Mechanical product design and manufacturing system based on CNN and server optimization algorithm
- Application of finite element analysis in the formal analysis of ancient architectural plaque section
- Research on territorial spatial planning based on data mining and geographic information visualization
- Fault diagnosis of agricultural sprinkler irrigation machinery equipment based on machine vision
- Closure technology of large span steel truss arch bridge with temporarily fixed edge supports
- Intelligent accounting question-answering robot based on a large language model and knowledge graph
- Analysis of manufacturing and retailer blockchain decision based on resource recyclability
- Flexible manufacturing workshop mechanical processing and product scheduling algorithm based on MES
- Exploration of indoor environment perception and design model based on virtual reality technology
- Tennis automatic ball-picking robot based on image object detection and positioning technology
- A new CNN deep learning model for computer-intelligent color matching
- Design of AR-based general computer technology experiment demonstration platform
- Indoor environment monitoring method based on the fusion of audio recognition and video patrol features
- Health condition prediction method of the computer numerical control machine tool parts by ensembling digital twins and improved LSTM networks
- Establishment of a green degree evaluation model for wall materials based on lifecycle
- Quantitative evaluation of college music teaching pronunciation based on nonlinear feature extraction
- Multi-index nonlinear robust virtual synchronous generator control method for microgrid inverters
- Manufacturing engineering production line scheduling management technology integrating availability constraints and heuristic rules
- Analysis of digital intelligent financial audit system based on improved BiLSTM neural network
- Attention community discovery model applied to complex network information analysis
- A neural collaborative filtering recommendation algorithm based on attention mechanism and contrastive learning
- Rehabilitation training method for motor dysfunction based on video stream matching
- Research on façade design for cold-region buildings based on artificial neural networks and parametric modeling techniques
- Intelligent implementation of muscle strain identification algorithm in Mi health exercise induced waist muscle strain
- Optimization design of urban rainwater and flood drainage system based on SWMM
- Improved GA for construction progress and cost management in construction projects
- Evaluation and prediction of SVM parameters in engineering cost based on random forest hybrid optimization
- Special Issue: Nonlinear Engineering’s significance in Materials Science
- Experimental research on the degradation of chemical industrial wastewater by combined hydrodynamic cavitation based on nonlinear dynamic model
- Study on low-cycle fatigue life of nickel-based superalloy GH4586 at various temperatures
- Some results of solutions to neutral stochastic functional operator-differential equations
- Ultrasonic cavitation did not occur in high-pressure CO2 liquid
- Research on the performance of a novel type of cemented filler material for coal mine opening and filling
- Testing of recycled fine aggregate concrete’s mechanical properties using recycled fine aggregate concrete and research on technology for highway construction
- A modified fuzzy TOPSIS approach for the condition assessment of existing bridges
- Nonlinear structural and vibration analysis of straddle monorail pantograph under random excitations
- Achieving high efficiency and stability in blue OLEDs: Role of wide-gap hosts and emitter interactions
- Construction of teaching quality evaluation model of online dance teaching course based on improved PSO-BPNN
- Enhanced electrical conductivity and electromagnetic shielding properties of multi-component polymer/graphite nanocomposites prepared by solid-state shear milling
- Optimization of thermal characteristics of buried composite phase-change energy storage walls based on nonlinear engineering methods
- A higher-performance big data-based movie recommendation system
- Nonlinear impact of minimum wage on labor employment in China
- Nonlinear comprehensive evaluation method based on information entropy and discrimination optimization
- Application of numerical calculation methods in stability analysis of pile foundation under complex foundation conditions
- Research on the contribution of shale gas development and utilization in Sichuan Province to carbon peak based on the PSA process
- Characteristics of tight oil reservoirs and their impact on seepage flow from a nonlinear engineering perspective
- Nonlinear deformation decomposition and mode identification of plane structures via orthogonal theory
- Numerical simulation of damage mechanism in rock with cracks impacted by self-excited pulsed jet based on SPH-FEM coupling method: The perspective of nonlinear engineering and materials science
- Cross-scale modeling and collaborative optimization of ethanol-catalyzed coupling to produce C4 olefins: Nonlinear modeling and collaborative optimization strategies
- Special Issue: Advances in Nonlinear Dynamics and Control
- Development of a cognitive blood glucose–insulin control strategy design for a nonlinear diabetic patient model
- Big data-based optimized model of building design in the context of rural revitalization
- Multi-UAV assisted air-to-ground data collection for ground sensors with unknown positions
- Design of urban and rural elderly care public areas integrating person-environment fit theory
- Application of lossless signal transmission technology in piano timbre recognition
- Application of improved GA in optimizing rural tourism routes
- Architectural animation generation system based on AL-GAN algorithm
- Advanced sentiment analysis in online shopping: Implementing LSTM models analyzing E-commerce user sentiments
- Intelligent recommendation algorithm for piano tracks based on the CNN model
- Visualization of large-scale user association feature data based on a nonlinear dimensionality reduction method
- Low-carbon economic optimization of microgrid clusters based on an energy interaction operation strategy
- Optimization effect of video data extraction and search based on Faster-RCNN hybrid model on intelligent information systems
- Construction of image segmentation system combining TC and swarm intelligence algorithm
- Particle swarm optimization and fuzzy C-means clustering algorithm for the adhesive layer defect detection
- Optimization of student learning status by instructional intervention decision-making techniques incorporating reinforcement learning
- Fuzzy model-based stabilization control and state estimation of nonlinear systems
- Optimization of distribution network scheduling based on BA and photovoltaic uncertainty
Articles in the same Issue
- Research Articles
- Generalized (ψ,φ)-contraction to investigate Volterra integral inclusions and fractal fractional PDEs in super-metric space with numerical experiments
- Solitons in ultrasound imaging: Exploring applications and enhancements via the Westervelt equation
- Stochastic improved Simpson for solving nonlinear fractional-order systems using product integration rules
- Exploring dynamical features like bifurcation assessment, sensitivity visualization, and solitary wave solutions of the integrable Akbota equation
- Research on surface defect detection method and optimization of paper-plastic composite bag based on improved combined segmentation algorithm
- Impact the sulphur content in Iraqi crude oil on the mechanical properties and corrosion behaviour of carbon steel in various types of API 5L pipelines and ASTM 106 grade B
- Unravelling quiescent optical solitons: An exploration of the complex Ginzburg–Landau equation with nonlinear chromatic dispersion and self-phase modulation
- Perturbation-iteration approach for fractional-order logistic differential equations
- Variational formulations for the Euler and Navier–Stokes systems in fluid mechanics and related models
- Rotor response to unbalanced load and system performance considering variable bearing profile
- DeepFowl: Disease prediction from chicken excreta images using deep learning
- Channel flow of Ellis fluid due to cilia motion
- A case study of fractional-order varicella virus model to nonlinear dynamics strategy for control and prevalence
- Multi-point estimation weldment recognition and estimation of pose with data-driven robotics design
- Analysis of Hall current and nonuniform heating effects on magneto-convection between vertically aligned plates under the influence of electric and magnetic fields
- A comparative study on residual power series method and differential transform method through the time-fractional telegraph equation
- Insights from the nonlinear Schrödinger–Hirota equation with chromatic dispersion: Dynamics in fiber–optic communication
- Mathematical analysis of Jeffrey ferrofluid on stretching surface with the Darcy–Forchheimer model
- Exploring the interaction between lump, stripe and double-stripe, and periodic wave solutions of the Konopelchenko–Dubrovsky–Kaup–Kupershmidt system
- Computational investigation of tuberculosis and HIV/AIDS co-infection in fuzzy environment
- Signature verification by geometry and image processing
- Theoretical and numerical approach for quantifying sensitivity to system parameters of nonlinear systems
- Chaotic behaviors, stability, and solitary wave propagations of M-fractional LWE equation in magneto-electro-elastic circular rod
- Dynamic analysis and optimization of syphilis spread: Simulations, integrating treatment and public health interventions
- Visco-thermoelastic rectangular plate under uniform loading: A study of deflection
- Threshold dynamics and optimal control of an epidemiological smoking model
- Numerical computational model for an unsteady hybrid nanofluid flow in a porous medium past an MHD rotating sheet
- Regression prediction model of fabric brightness based on light and shadow reconstruction of layered images
- Review Article
- Haar wavelet collocation method for existence and numerical solutions of fourth-order integro-differential equations with bounded coefficients
- Special Issue: Nonlinear Analysis and Design of Communication Networks for IoT Applications - Part II
- Silicon-based all-optical wavelength converter for on-chip optical interconnection
- Research on a path-tracking control system of unmanned rollers based on an optimization algorithm and real-time feedback
- Analysis of the sports action recognition model based on the LSTM recurrent neural network
- Industrial robot trajectory error compensation based on enhanced transfer convolutional neural networks
- Research on IoT network performance prediction model of power grid warehouse based on nonlinear GA-BP neural network
- Interactive recommendation of social network communication between cities based on GNN and user preferences
- Application of improved P-BEM in time varying channel prediction in 5G high-speed mobile communication system
- Construction of a BIM smart building collaborative design model combining the Internet of Things
- Optimizing malicious website prediction: An advanced XGBoost-based machine learning model
- Economic operation analysis of the power grid combining communication network and distributed optimization algorithm
- Sports video temporal action detection technology based on an improved MSST algorithm
- Internet of things data security and privacy protection based on improved federated learning
- Enterprise power emission reduction technology based on the LSTM–SVM model
- Construction of multi-style face models based on artistic image generation algorithms
- Special Issue: Decision and Control in Nonlinear Systems - Part II
- Animation video frame prediction based on ConvGRU fine-grained synthesis flow
- Application of GGNN inference propagation model for martial art intensity evaluation
- Benefit evaluation of building energy-saving renovation projects based on BWM weighting method
- Deep neural network application in real-time economic dispatch and frequency control of microgrids
- Real-time force/position control of soft growing robots: A data-driven model predictive approach
- Mechanical product design and manufacturing system based on CNN and server optimization algorithm
- Application of finite element analysis in the formal analysis of ancient architectural plaque section
- Research on territorial spatial planning based on data mining and geographic information visualization
- Fault diagnosis of agricultural sprinkler irrigation machinery equipment based on machine vision
- Closure technology of large span steel truss arch bridge with temporarily fixed edge supports
- Intelligent accounting question-answering robot based on a large language model and knowledge graph
- Analysis of manufacturing and retailer blockchain decision based on resource recyclability
- Flexible manufacturing workshop mechanical processing and product scheduling algorithm based on MES
- Exploration of indoor environment perception and design model based on virtual reality technology
- Tennis automatic ball-picking robot based on image object detection and positioning technology
- A new CNN deep learning model for computer-intelligent color matching
- Design of AR-based general computer technology experiment demonstration platform
- Indoor environment monitoring method based on the fusion of audio recognition and video patrol features
- Health condition prediction method of the computer numerical control machine tool parts by ensembling digital twins and improved LSTM networks
- Establishment of a green degree evaluation model for wall materials based on lifecycle
- Quantitative evaluation of college music teaching pronunciation based on nonlinear feature extraction
- Multi-index nonlinear robust virtual synchronous generator control method for microgrid inverters
- Manufacturing engineering production line scheduling management technology integrating availability constraints and heuristic rules
- Analysis of digital intelligent financial audit system based on improved BiLSTM neural network
- Attention community discovery model applied to complex network information analysis
- A neural collaborative filtering recommendation algorithm based on attention mechanism and contrastive learning
- Rehabilitation training method for motor dysfunction based on video stream matching
- Research on façade design for cold-region buildings based on artificial neural networks and parametric modeling techniques
- Intelligent implementation of muscle strain identification algorithm in Mi health exercise induced waist muscle strain
- Optimization design of urban rainwater and flood drainage system based on SWMM
- Improved GA for construction progress and cost management in construction projects
- Evaluation and prediction of SVM parameters in engineering cost based on random forest hybrid optimization
- Special Issue: Nonlinear Engineering’s significance in Materials Science
- Experimental research on the degradation of chemical industrial wastewater by combined hydrodynamic cavitation based on nonlinear dynamic model
- Study on low-cycle fatigue life of nickel-based superalloy GH4586 at various temperatures
- Some results of solutions to neutral stochastic functional operator-differential equations
- Ultrasonic cavitation did not occur in high-pressure CO2 liquid
- Research on the performance of a novel type of cemented filler material for coal mine opening and filling
- Testing of recycled fine aggregate concrete’s mechanical properties using recycled fine aggregate concrete and research on technology for highway construction
- A modified fuzzy TOPSIS approach for the condition assessment of existing bridges
- Nonlinear structural and vibration analysis of straddle monorail pantograph under random excitations
- Achieving high efficiency and stability in blue OLEDs: Role of wide-gap hosts and emitter interactions
- Construction of teaching quality evaluation model of online dance teaching course based on improved PSO-BPNN
- Enhanced electrical conductivity and electromagnetic shielding properties of multi-component polymer/graphite nanocomposites prepared by solid-state shear milling
- Optimization of thermal characteristics of buried composite phase-change energy storage walls based on nonlinear engineering methods
- A higher-performance big data-based movie recommendation system
- Nonlinear impact of minimum wage on labor employment in China
- Nonlinear comprehensive evaluation method based on information entropy and discrimination optimization
- Application of numerical calculation methods in stability analysis of pile foundation under complex foundation conditions
- Research on the contribution of shale gas development and utilization in Sichuan Province to carbon peak based on the PSA process
- Characteristics of tight oil reservoirs and their impact on seepage flow from a nonlinear engineering perspective
- Nonlinear deformation decomposition and mode identification of plane structures via orthogonal theory
- Numerical simulation of damage mechanism in rock with cracks impacted by self-excited pulsed jet based on SPH-FEM coupling method: The perspective of nonlinear engineering and materials science
- Cross-scale modeling and collaborative optimization of ethanol-catalyzed coupling to produce C4 olefins: Nonlinear modeling and collaborative optimization strategies
- Special Issue: Advances in Nonlinear Dynamics and Control
- Development of a cognitive blood glucose–insulin control strategy design for a nonlinear diabetic patient model
- Big data-based optimized model of building design in the context of rural revitalization
- Multi-UAV assisted air-to-ground data collection for ground sensors with unknown positions
- Design of urban and rural elderly care public areas integrating person-environment fit theory
- Application of lossless signal transmission technology in piano timbre recognition
- Application of improved GA in optimizing rural tourism routes
- Architectural animation generation system based on AL-GAN algorithm
- Advanced sentiment analysis in online shopping: Implementing LSTM models analyzing E-commerce user sentiments
- Intelligent recommendation algorithm for piano tracks based on the CNN model
- Visualization of large-scale user association feature data based on a nonlinear dimensionality reduction method
- Low-carbon economic optimization of microgrid clusters based on an energy interaction operation strategy
- Optimization effect of video data extraction and search based on Faster-RCNN hybrid model on intelligent information systems
- Construction of image segmentation system combining TC and swarm intelligence algorithm
- Particle swarm optimization and fuzzy C-means clustering algorithm for the adhesive layer defect detection
- Optimization of student learning status by instructional intervention decision-making techniques incorporating reinforcement learning
- Fuzzy model-based stabilization control and state estimation of nonlinear systems
- Optimization of distribution network scheduling based on BA and photovoltaic uncertainty