Abstract
The purpose of this manuscript is to analyze the bifurcation of the tri-rhythmic model with three stable limit cycles under the excitation of Gaussian colored noise, which aims to reveal the extremely complex nonlinear dynamics in biology. In the deterministic bifurcation of the tri-rhythmic model with time-delay, an interesting tri-rhythmic collapse and recovery phenomenon is found. By tuning the time-delay feedback, the model also exhibits a switch between tri-rhythmic and bi-rhythmic behavior. Furthermore, the tri-rhythmic model under colored noise excitation is discussed theoretically based on the stationary probability density function obtained by the stochastic averaging method. The variation in the number of peak values of the stationary probability density function is observed, thereupon enabling the stochastic bifurcation of the tri-rhythmic oscillator. Therefore, by adjusting the time-delay feedback and colored noise, many abundant bifurcation phenomena can be acquired. The theoretical analysis is consistent with the results of the dynamic numerical simulation. Our study may provide a new perspective for further exploring the bifurcation phenomenon of the tri-rhythmic model, which has important practical significance.
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References
A Andronov, A Vitt and S Khaikin The Theory of Oscillations (Berlin: Springer) (1966)
F Kaiser Theory of Resonant Effects of RF and MW Energy (New York: Springer) (1983)
F Kaiser and C Eichwald Int. J. Bifurc. Chaos 01 485 (1991)
O Decroly and A Goldbeter J. Theor. Biol. 124 219 (1987)
T Haberichter, M Marhl and R Heinrich Biophys. Chem. 90 17 (2001)
J Yan and A Goldbeter J. R. Soc. Interface 16 20180835 (2019)
M Laurent and N Kellershohn Trends Biochem. Sci. 24 418 (1999)
R Thomas and M Kaufman Chaos 11 170 (2001)
A Goldbeter Philos. Trans. R. Soc. A 376 20170376 (2018)
P Ashwin and S Wieczorek R. Soc. A 370 1166 (2012)
S Djeundam, R Yamapi, T Kofane and M Aziz-Alaoui Chaos 23 033125 (2013)
D Jost Phys. Rev. E 89 010701 (2014)
H Zang, T Zhang and Y Zhang Appl. Math. Comput. 260 204 (2015)
K Yuan and Z Qiu Sci. China. Phys. Mech. 53 336 (2010)
R Yonkeu, R Yamapi, G Filatrella and C Tchawoua Nonlinear Dyn. 84 627 (2016)
R Yonkeu, R Yamapi and G Filatrella Int. J. Non-Linear Mech. 154 104429 (2023)
R Yonkeu and A David Chaos Solitons Fractals 165 112753 (2022)
R Yonkeu, R Yamapi, G Filatrella and J Kurths Eur. Phys. J. B 93 1 (2020)
R Yonkeu, R Yamapi, G Filatrella and C Tchawoua Commun. Nonlinear Sci. Numer. Simul. 33 70 (2016)
R Yamapi, R Yonkeu, G Filatrella and J Kurths Eur. Phys. J. B 92 1 (2019)
A Chamgoué, B Ndemanou, R Yamapi and P Woafo Braz. J. Phys. 51 376 (2021)
B Guimfack, R Yonkeu, C Tabi and T Kofané Chaos Solitons Fractals 157 111936 (2022)
W Li, D Huang, M Zhang, N Trisovic and J Zhao Chaos Solitons Fractals 121 30 (2019)
W Xu, Q He, T Fang and H Rong Int. J. Nonlinear Mech. 39 1473 (2004)
O Ushakov, H Wünsche, F Henneberger, I Khovanov, L Schimansky-Geier and M Zaks Phys. Rev. Lett. 95 123903 (2005)
A Zakharova, T Vadivasova, V Anishchenko, A Koseska and J Kurths Phys. Rev. E 81 011106 (2010)
T Banerjee and D Biswas Int. J. Bifurc. Chaos 23 1330020 (2013)
Z Sun, J Fu, Y Xiao and W Xu Chaos 25 083102 (2015)
Z Sun, X Yang, Y Xiao and W Xu Chaos 24 023126 (2014)
W Wischert, A Wunderlin, A Pelster, M Olivier and J Groslambert Phys. Rev. E 49 203 (1994)
L Ning and Z Ma Int. J. Bifurcation and Chaos 28 1850127 (2018)
P Goash, S Sen, S Riaz and D Ray Phys. Rev. E 83 036205 (2011)
L Ning Nonlinear Dyn. 102 115 (2020)
X Tian, H Zhang and J Xing Biophys. J. 105 1079 (2013)
M Lu, M Jolly, H Levine, J Onuchic and E Ben-Jacob Proc. Natl. Acad. Sci. USA 110 18144 (2013)
E Nganso, R Yonkeu, G Filatrella and R Yamapi Nonlinear Dyn. 108 4315 (2022)
R Yonkeu, B Guimfack, C Tabi, A Mohamadou and T Kofané Nonlinear Dyn. 111 3743 (2023)
R Yonkeu Chaos Solitons Fractals 172 113489 (2023)
Y Xu, R Gu, H Zhang, W Xu and J Duan Phys. Rev. E 83 056215 (2011)
S Saha, G Gangopadhyay and D Ray Commun. Nonlinear Sci. Numer. Simul. 85 105234 (2020)
F Kaiser Z. Naturforsch. A Phys. Sci. 33 294 (1978)
H Fröhlich Int. J. Quantum Chem. 2 641 (1968)
H Kadji, J Orou, R Yamapi and P Woafo Chaos Solitons Fractals 32 862 (2007)
P Hagedorn Non-Linear Oscillations (Oxford: Clarendon Press) (1988)
L Lam Introduction to Nonlinear Physics (New York: Springer) (2003)
Z Sun, J Zhang, X Yang and W Xu Chaos 27 083102 (2017)
M Gaudreault, F Drolet and J Vinals Phys. Rev. E 85 056214 (2012)
B Martínez-Zérega and A Pisarchik Phys. Lett. A 340 1 (2005)
M Bleich and J Socolar Phys. Lett. A 210 1 (1996)
R Yamapi, G Filatrella and M Aziz-Alaoui Chaos 20 013114 (2010)
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This work is partially supported by the Natural Science Foundation of Shaanxi Province (Grant No. 2022JM-040).
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Yuan, J., Ning, L. & Guo, Q. Bifurcation analysis in the system with the existence of three stable limit cycles. Indian J Phys 98, 1767–1781 (2024). https://doi.org/10.1007/s12648-023-02927-1
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DOI: https://doi.org/10.1007/s12648-023-02927-1