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Add (back) "POwELL" standard test function for optimizers.

This commit is contained in:
Gilles Sadowski 2021-08-26 23:56:42 +02:00
parent f58da4abf5
commit ca826ba76b
4 changed files with 49 additions and 8 deletions
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50
commons-math-legacy/src/test/java/org/apache/commons/math4/legacy/optim/nonlinear/scalar/TestFunction.java
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@ -154,16 +154,23 @@ public enum TestFunction {
return 1 - Math.cos(2 * Math.PI * sqrtSum) + 0.1 * sqrtSum;
};
}),
// https://scholarship.rice.edu/handle/1911/16304
ROSENBROCK(dim -> {
final int last = dim - 1;
if (dim % 2 != 0) {
throw new IllegalArgumentException("Must be a multiple of 2 (was: " + dim + ")");
}
final int last = dim / 2;
return x -> {
double f = 0;
for (int i = 0; i < last; i++) {
final double xi = x[i];
final double xiP1 = x[i + 1];
final double a = xiP1 - xi * xi;
final double b = xi - 1;
f += 1e2 * a * a + b * b;
for (int i = 1; i <= last; i++) {
final int twoI = 2 * i;
final int i0 = twoI - 1;
final int i1 = twoI;
final double x2iM1 = x[i0 - 1];
final double x2i = x[i1 - 1];
final double t2iM1 = x2i - x2iM1 * x2iM1;
final double t2i = 1 - x2iM1;
f += 100 * t2iM1 * t2iM1 + t2i * t2i;
}
return f;
};
@ -286,6 +293,35 @@ public enum TestFunction {
}
return A * sum;
};
}),
// https://scholarship.rice.edu/handle/1911/16304
POWELL(dim -> {
if (dim % 4 != 0) {
throw new IllegalArgumentException("Must be a multiple of 4 (was: " + dim + ")");
}
final int last = dim / 4;
return x -> {
double sum = 0;
for (int i = 1; i <= last; i++) {
final int fourI = 4 * i;
final int i0 = fourI - 3;
final int i1 = fourI - 2;
final int i2 = fourI - 1;
final int i3 = fourI;
final double x4iM3 = x[i0 - 1];
final double x4iM2 = x[i1 - 1];
final double x4iM1 = x[i2 - 1];
final double x4i = x[i3 - 1];
final double t4iM3 = x4iM3 + 10 * x4iM2;
final double t4iM2 = x4iM1 - x4i;
final double t4iM1 = x4iM2 - 2 * x4iM1;
final double sqT4iM1 = t4iM1 * t4iM1;
final double t4i = x4iM3 - x4i;
final double sqT4i = t4i * t4i;
sum += t4iM3 * t4iM3 + 5 * t4iM2 * t4iM2 + sqT4iM1 * sqT4iM1 + 10 * sqT4i * sqT4i;
}
return sum;
};
});
/** Template for variable dimension. */

3
commons-math-legacy/src/test/resources/org/apache/commons/math4/legacy/optim/nonlinear/scalar/noderiv/std_test_func.simplex.hedar_fukushima.csv
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@ -32,10 +32,11 @@
#
PARABOLA, 8, 0 0 0 0 0 0 0 0, 20, 40, 1e-4, 900, true
ROSENBROCK, 2, 1 1, 0.9, 1.1, 1e-4, 160, true
POWELL, 4, 0 0 0 0, 4, 5, 4e-3, 400, true
CIGAR, 2, 0 0, 2, 3, 5e-5, 140, true
SPHERE, 2, 0 0, 2, 3, 5e-4, 110, true
ELLI, 2, 0 0, 3, 4, 1e-4, 150, true
TWO_AXES, 2, 0 0, 3, 4, 1e-4, 160, true
TWO_AXES, 2, 0 0, 3, 4, 1e-4, 170, true
CIG_TAB, 2, 0 0, 3, 4, 1e-3, 150, true
TABLET, 2, 0 0, 3, 4, 2e-4, 160, true
SUM_POW, 2, 0 0, 3, 4, 1e-2, 110, true

Can't render this file because it contains an unexpected character in line 6 and column 8.

2
commons-math-legacy/src/test/resources/org/apache/commons/math4/legacy/optim/nonlinear/scalar/noderiv/std_test_func.simplex.multidirectional.csv
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@ -33,6 +33,8 @@
PARABOLA, 8, 0 0 0 0 0 0 0 0, 20, 40, 1e-4, 1500, false
PARABOLA, 8, 0 0 0 0 0 0 0 0, 20, 40, 1e-4, 2500, true
ROSENBROCK, 2, 1 1, 0.9, 1.1, 3e-3, 650, true
POWELL, 4, 0 0 0 0, 4, 5, 5e-2, 11800, false
POWELL, 4, 0 0 0 0, 4, 5, 4e-3, 2000, true
CIGAR, 2, 0 0, 2, 3, 5e-5, 240, false
SPHERE, 2, 0 0, 2, 3, 5e-4, 200, false
ELLI, 2, 0 0, 3, 4, 1e-4, 350, false

Can't render this file because it contains an unexpected character in line 6 and column 8.

2
commons-math-legacy/src/test/resources/org/apache/commons/math4/legacy/optim/nonlinear/scalar/noderiv/std_test_func.simplex.nelder_mead.csv
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@ -34,6 +34,8 @@ PARABOLA, 8, 0 0 0 0 0 0 0 0, 20, 40, 1e-4, 700, false
PARABOLA, 8, 0 0 0 0 0 0 0 0, 20, 40, 1e-4, 6000, true
ROSENBROCK, 2, 1 1, 0.9, 1.1, 1e-4, 110, false
ROSENBROCK, 2, 1 1, 0.9, 1.1, 1e-4, 140, true
POWELL, 4, 0 0 0 0, 4, 5, 4e-3, 290, false
POWELL, 4, 0 0 0 0, 4, 5, 4e-3, 380, true
CIGAR, 2, 0 0, 2, 3, 5e-5, 100, false
SPHERE, 2, 0 0, 2, 3, 5e-4, 80, false
ELLI, 2, 0 0, 3, 4, 1e-4, 350, false

Can't render this file because it contains an unexpected character in line 6 and column 8.