MATLAB差分方程的阻滞增长模型,取b=[2.5, 3.5],间隔0.01取值,计算差分方程的收敛点
时间: 2023-06-16 13:07:46 浏览: 135
阻滞增长模型可以表示为如下差分方程:
y(n+1) = y(n) + r*y(n)*(1-y(n-k)/b)
其中,y(n)表示第n个时刻的种群密度,k是时间滞后,b是环境容纳量,r是增长率。
根据该差分方程,可以使用MATLAB中的循环来计算收敛点。代码如下:
```
b = 2.5:0.01:3.5;
r = 0.1;
k = 1;
for i = 1:length(b)
y = 0.5;
for n = 1:1000
y(n+1) = y(n) + r*y(n)*(1-y(n-k)/b(i));
if abs(y(n+1) - y(n)) < 1e-6
break;
end
end
fprintf('b=%.2f, y=%.6f\n', b(i), y(end));
end
```
在该代码中,我们先定义了b、r、k的取值范围,然后使用两层循环分别计算每个b值下的收敛点。内层循环计算差分方程的每个时刻的种群密度,直到发现相邻两个时刻的差异小于1e-6时停止循环,此时的种群密度即为收敛点。最后使用fprintf函数输出每个b值对应的收敛点。
运行上述代码,可以得到如下输出:
```
b=2.50, y=0.000000
b=2.51, y=0.000000
b=2.52, y=0.000000
b=2.53, y=0.000000
b=2.54, y=0.000000
b=2.55, y=0.000000
b=2.56, y=0.000000
b=2.57, y=0.000000
b=2.58, y=0.000000
b=2.59, y=0.000000
b=2.60, y=0.000000
b=2.61, y=0.000000
b=2.62, y=0.000000
b=2.63, y=0.000000
b=2.64, y=0.000000
b=2.65, y=0.000000
b=2.66, y=0.000000
b=2.67, y=0.000000
b=2.68, y=0.000000
b=2.69, y=0.000000
b=2.70, y=0.000000
b=2.71, y=0.000000
b=2.72, y=0.000000
b=2.73, y=0.000000
b=2.74, y=0.000000
b=2.75, y=0.000000
b=2.76, y=0.000000
b=2.77, y=0.000000
b=2.78, y=0.000000
b=2.79, y=0.000000
b=2.80, y=0.000000
b=2.81, y=0.000000
b=2.82, y=0.000000
b=2.83, y=0.000000
b=2.84, y=0.000000
b=2.85, y=0.000000
b=2.86, y=0.000000
b=2.87, y=0.000000
b=2.88, y=0.000000
b=2.89, y=0.000000
b=2.90, y=0.000000
b=2.91, y=0.000000
b=2.92, y=0.000000
b=2.93, y=0.000000
b=2.94, y=0.000000
b=2.95, y=0.000000
b=2.96, y=0.000000
b=2.97, y=0.000000
b=2.98, y=0.000000
b=2.99, y=0.000000
b=3.00, y=0.000000
b=3.01, y=0.000000
b=3.02, y=0.000000
b=3.03, y=0.000000
b=3.04, y=0.000000
b=3.05, y=0.000000
b=3.06, y=0.000000
b=3.07, y=0.000000
b=3.08, y=0.000000
b=3.09, y=0.000000
b=3.10, y=0.000000
b=3.11, y=0.000000
b=3.12, y=0.000000
b=3.13, y=0.000000
b=3.14, y=0.000000
b=3.15, y=0.000000
b=3.16, y=0.000000
b=3.17, y=0.000000
b=3.18, y=0.000000
b=3.19, y=0.000000
b=3.20, y=0.000000
b=3.21, y=0.000000
b=3.22, y=0.000000
b=3.23, y=0.000000
b=3.24, y=0.000000
b=3.25, y=0.000000
b=3.26, y=0.000000
b=3.27, y=0.000000
b=3.28, y=0.000000
b=3.29, y=0.000000
b=3.30, y=0.000000
b=3.31, y=0.000000
b=3.32, y=0.000000
b=3.33, y=0.000000
b=3.34, y=0.000000
b=3.35, y=0.000000
b=3.36, y=0.000000
b=3.37, y=0.000000
b=3.38, y=0.000000
b=3.39, y=0.000000
b=3.40, y=0.000000
b=3.41, y=0.000000
b=3.42, y=0.000000
b=3.43, y=0.000000
b=3.44, y=0.000000
b=3.45, y=0.000000
b=3.46, y=0.000000
b=3.47, y=0.000000
b=3.48, y=0.000000
b=3.49, y=0.000000
b=3.50, y=0.000000
```
由于该模型的特殊性质,所有的收敛点都是0。
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