A Numerical Method for Analyzing the Stability of Bi-Parametric Biological Systems

Changbo Chen, Wenyuan Wu
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引用次数: 3

Abstract

For a biological system modeled by a continuous dynamical system defined by rational functions with two parameters, we propose a numerical method to compute the fold and Hopf bifurcation boundaries of the system restricted in a finite region in the parametric space under certain assumptions. The bifurcation boundaries divide their complement in the region into connected subsets, called cells, such that above each of them the number of equilibria is constant and the stability of each equilibrium remains unchanged. The boundaries are generated by first tracing the fold and Hopf bifurcation curves in a higher dimensional space and then projecting them onto the parameter plane. One advantage of this method is that it can exploit global information of real varieties and generate complete boundaries based on homotopy continuation methods and critical point techniques. The bistability properties of several biological systems are successfully analyzed by our method.
双参数生物系统稳定性分析的一种数值方法
对于由两个参数有理函数定义的连续动力系统建模的生物系统,在一定的假设条件下,给出了在参数空间有限区域内计算该系统的折叠边界和Hopf分岔边界的数值方法。分支边界将其在区域内的补体划分为相互连接的子集,称为细胞,使得每个子集以上的平衡点数量不变,并且每个平衡点的稳定性保持不变。首先在高维空间中跟踪折叠和Hopf分岔曲线,然后将其投影到参数平面上,从而生成边界。该方法的一个优点是利用实变量的全局信息,利用同伦延拓方法和临界点技术生成完全边界。用我们的方法成功地分析了几种生物系统的双稳性。
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