1. Formula-1 & Example-1 : `y'=(x-y)/2`
Formula
Second order R-K method
Method-1 :
`k_1=hf(x_n,y_n)`
`k_2=hf(x_n+h,y_n+k_1)`
`y_(n+1)=y_n+(k_1+k_2)/2`
Method-2 :
`k_1=hf(x_n,y_n)`
`k_2=hf(x_n+h/2,y_n+k_1/2)`
`y_(n+1)=y_n+k_2`
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Examples
1. Find y(0.2) for `y'=(x-y)/2`, `x_0=0, y_0=1`, with step length 0.1 using Runge-Kutta 2 method (first order differential equation) Solution:Given `y'=(x-y)/(2), y(0)=1, h=0.1, y(0.2)=?` Method-1 : Using formula `k_2=hf(x_0+h,y_0+k_1)`Second order Runge-Kutta (RK2) method formula `k_1=hf(x_n,y_n)` `k_2=hf(x_n+h,y_n+k_1)` `y_(n+1)=y_n+(k_1+k_2)/2`
for `n=0,x_0=0,y_0=1` `k_1=hf(x_0,y_0)` `=(0.1)f(0,1)` `=(0.1)*(-0.5)` `=-0.05` `k_2=hf(x_0+h,y_0+k_1)` `=(0.1)f(0.1,0.95)` `=(0.1)*(-0.425)` `=-0.0425` `y_1=y_0+(k_1+k_2)/2` `=1-0.0462` `=0.9538` `x_1=x_0+h=0+0.1=0.1`
for `n=1,x_1=0.1,y_1=0.9538` `k_1=hf(x_1,y_1)` `=(0.1)f(0.1,0.9538)` `=(0.1)*(-0.4269)` `=-0.0427` `k_2=hf(x_1+h,y_1+k_1)` `=(0.1)f(0.2,0.9111)` `=(0.1)*(-0.3555)` `=-0.0356` `y_2=y_1+(k_1+k_2)/2` `=0.9538-0.0391` `=0.9146` `x_2=x_1+h=0.1+0.1=0.2` `:.y(0.2)=0.9146` | `n` | `x_n` | `y_n` | `k_1` | `k_2` | `x_(n+1)` | `y_(n+1)` | | 0 | 0 | 1 | -0.05 | -0.0425 | 0.1 | 0.9538 | | 1 | 0.1 | 0.9538 | -0.0427 | -0.0356 | 0.2 | 0.9146 |
Method-2 : Using formula `k_2=hf(x_0+h/2,y_0+k_1/2)`Second order Runge-Kutta (RK2) method formula `k_1=hf(x_n,y_n)` `k_2=hf(x_n+h/2,y_n+k_1/2)` `y_(n+1)=y_n+k_2`
for `n=0,x_0=0,y_0=1` `k_1=hf(x_0,y_0)` `=(0.1)f(0,1)` `=(0.1)*(-0.5)` `=-0.05` `k_2=hf(x_0+h/2,y_0+k_1/2)` `=(0.1)f(0.05,0.975)` `=(0.1)*(-0.4625)` `=-0.0462` `y_1=y_0+k_2` `=1-0.0462` `=0.9538` `x_1=x_0+h=0+0.1=0.1`
for `n=1,x_1=0.1,y_1=0.9538` `k_1=hf(x_1,y_1)` `=(0.1)f(0.1,0.9538)` `=(0.1)*(-0.4269)` `=-0.0427` `k_2=hf(x_1+h/2,y_1+k_1/2)` `=(0.1)f(0.15,0.9324)` `=(0.1)*(-0.3912)` `=-0.0391` `y_2=y_1+k_2` `=0.9538-0.0391` `=0.9146` `x_2=x_1+h=0.1+0.1=0.2` `:.y(0.2)=0.9146` | `n` | `x_n` | `y_n` | `k_1` | `k_2` | `x_(n+1)` | `y_(n+1)` | | 0 | 0 | 1 | -0.05 | -0.0462 | 0.1 | 0.9538 | | 1 | 0.1 | 0.9538 | -0.0427 | -0.0391 | 0.2 | 0.9146 |
This material is intended as a summary. Use your textbook for detail explanation. Any bug, improvement, feedback then
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