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Ingy döt Net 2023-07-01 11:58:00 -04:00
parent 7387c8f97b
commit cb5bb5e222
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-- the solver
dsolveBy _ _ [] _ = error "empty solution interval"
dsolveBy method f mesh x0 = zip mesh results
where results = scanl (method f) x0 intervals
intervals = zip mesh (tail mesh)

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-- 1-st order Euler
euler f x (t1,t2) = x + (t2 - t1) * f t1 x
-- 2-nd order Runge-Kutta
rk2 f x (t1,t2) = x + h * f (t1 + h/2) (x + h/2*f t1 x)
where h = t2 - t1
-- 4-th order Runge-Kutta
rk4 f x (t1,t2) = x + h/6 * (k1 + 2*k2 + 2*k3 + k4)
where k1 = f t1 x
k2 = f (t1 + h/2) (x + h/2*k1)
k3 = f (t1 + h/2) (x + h/2*k2)
k4 = f (t1 + h) (x + h*k3)
h = t2 - t1

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import Graphics.EasyPlot
newton t temp = -0.07 * (temp - 20)
exactSolution t = 80*exp(-0.07*t)+20
test1 = plot (PNG "euler1.png")
[ Data2D [Title "Step 10", Style Lines] [] sol1
, Data2D [Title "Step 5", Style Lines] [] sol2
, Data2D [Title "Step 1", Style Lines] [] sol3
, Function2D [Title "exact solution"] [Range 0 100] exactSolution ]
where sol1 = dsolveBy euler newton [0,10..100] 100
sol2 = dsolveBy euler newton [0,5..100] 100
sol3 = dsolveBy euler newton [0,1..100] 100
test2 = plot (PNG "euler2.png")
[ Data2D [Title "Euler"] [] sol1
, Data2D [Title "RK2"] [] sol2
, Data2D [Title "RK4"] [] sol3
, Function2D [Title "exact solution"] [Range 0 100] exactSolution ]
where sol1 = dsolveBy euler newton [0,10..100] 100
sol2 = dsolveBy rk2 newton [0,10..100] 100
sol3 = dsolveBy rk4 newton [0,10..100] 100