Son aktivite 11 months ago

The example is from Scott et al., 2011. Generalized mccormick relaxations. Journal of Global Optimization, 51(4), pp.569-606.

neil bu gisti düzenledi 11 months ago. Düzenlemeye git

Değişiklik yok

neil bu gisti düzenledi 11 months ago. Düzenlemeye git

Değişiklik yok

neil bu gisti düzenledi 11 months ago. Düzenlemeye git

1 file changed, 41 insertions

implicit_relaxation.jl(dosya oluşturuldu)

@@ -0,0 +1,41 @@
1 + using McCormick, BenchmarkTools
2 +
3 + """
4 + Direct relaxation of implicit function
5 + """
6 + function direct_relax(f, x, p)
7 + delta = Inf
8 + while delta > 1e-8
9 + x_prev = x
10 + x = f(x, p)
11 + delta = abs(x_prev.cv - x.cv) + abs(x_prev.cc - x.cc)
12 + end
13 +
14 + return x
15 + end
16 +
17 + """
18 + Faster alternative
19 + """
20 + function fast_direct_relax(f, x, p)
21 + delta = Inf
22 + while delta > 1e-8
23 + x_prev = x
24 + x_m = x.cv + .5 * (x.cc - x.cv)
25 + x = f(x_m, p)
26 + delta = abs(x_prev.cv - x.cv) + abs(x_prev.cc - x.cc)
27 + end
28 +
29 + return x
30 + end
31 +
32 + f(x, p) = (p - (p^3)/6 + (p^5)/120)*x^(-1/2) + 100
33 +
34 + p = MC{1,NS}(1.0, 1.0, Interval(0.5, 5.0))
35 + x = MC{1,NS}(1.0, 1.0)
36 +
37 + res = @btime direct_relax(f, x, p)
38 + println(res) # 342.860 μs (2414 allocations: 96.52 KiB) MC{1, NS}(99.8362536820914, 100.40188539116205, [97.9454, 103.135], [0.0], [0.0], true)
39 +
40 + res = @btime fast_direct_relax(f, x, p)
41 + println(res) # 2.972 μs (301 allocations: 4.75 KiB) MC{1, NS}(99.8675794497822, 100.37248484959062, [97.9679, 103.101], [0.0], [0.0], true)
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