]> gitweb.michael.orlitzky.com - octave.git/blobdiff - tests/newtons_method_tests.m
Move all of the tests into a subdirectory.
[octave.git] / tests / newtons_method_tests.m
diff --git a/tests/newtons_method_tests.m b/tests/newtons_method_tests.m
new file mode 100644 (file)
index 0000000..266b0b4
--- /dev/null
@@ -0,0 +1,27 @@
+f = @(x) x^6 - x - 1;
+f_prime = @(x) 6*x^5 - 1;
+tol = 1/1000000;
+x0 = 2;
+expected_root = 1.1347;
+unit_test_equals("Newton's method agrees with Haskell", ...
+                expected_root, ...
+                newtons_method(f, f_prime, tol, x0));
+
+
+f1 = @(u) u(1)^2 + u(1)*u(2)^3 - 9;
+f2 = @(u) 3*u(1)^2*u(2) - u(2)^3 - 4;
+f = @(u) [f1(u); f2(u)];
+## The partials for the Jacobian.
+f1x = @(u) 2*u(1) + u(2)^3;
+f1y = @(u) 3*u(1)*u(2)^2;
+f2x = @(u) 6*u(1)*u(2);
+f2y = @(u) 3*u(1)^2 - 3*u(2)^2;
+## f_prime == Jacobian.
+f_prime = @(u) [ f1x(u), f1y(u); f2x(u), f2y(u) ];
+tol = 1 / 10^12;
+u0 = [1.2; 2.5];
+expected_root = [1.33635; 1.75424];
+[actual_root, iterations] = newtons_method(f, f_prime, tol, u0);
+unit_test_equals("Homework #3 problem #4 root is correct", ...
+                expected_root, ...
+                actual_root);