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author | sotech117 <michael_foiani@brown.edu> | 2024-02-21 00:48:31 -0500 |
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committer | sotech117 <michael_foiani@brown.edu> | 2024-02-21 00:48:31 -0500 |
commit | 80ef2a117a0bca5bb6dbf025660d6c924f815d54 (patch) | |
tree | f06601272aae3605f23c64da9e1fedc7b173f17d /hw3/Lorenz.jl | |
parent | 0ba76d58cada341e6d570c5cb0ca0c19505e2607 (diff) |
pull files from canvas to build off on
Diffstat (limited to 'hw3/Lorenz.jl')
-rw-r--r-- | hw3/Lorenz.jl | 32 |
1 files changed, 32 insertions, 0 deletions
diff --git a/hw3/Lorenz.jl b/hw3/Lorenz.jl new file mode 100644 index 0000000..0144c92 --- /dev/null +++ b/hw3/Lorenz.jl @@ -0,0 +1,32 @@ +using DifferentialEquations +using Plots + +# Simulate Lorenz 63 system and investigate sensitivity to initial conditions + +function tendency!(du, u, p, t) + x,y,z = u + σ,ρ,β = p + + du[1] = dx = σ*(y-x) + du[2] = dy = x*(ρ-z) - y + du[3] = dz = x*y - β*z +end + +p = [10.0, 28.0, 8/3] # parameters of the Lorentz 63 system +tspan = (0.0, 1000.0) + +u0 = [1.0, 0.0, 0.0] +δu0 = [0.0, 0.001, 0.0] # small deviation in initial condition + +prob = ODEProblem(tendency!, u0, tspan, p) +sol1 = solve(prob, Tsit5(), reltol=1e-8, abstol=1e-8) # control simulation + + +prob = ODEProblem(tendency!, u0 + δu0, tspan, p) +sol2 = solve(prob, Tsit5(), reltol=1e-8, abstol=1e-8) # perturbed initial condition + +plot(sol1, idxs = (1, 2, 3)) # 3d plot + +# plot(sol1, idxs = (1, 2)) + +plot([sol1[1, :], sol2[1, :]], [sol1[2, :], sol2[2, :]])
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