diff options
Diffstat (limited to 'FSF-2020/approximations-and-optimizations/Critical Points')
-rw-r--r-- | FSF-2020/approximations-and-optimizations/Critical Points/types_of_cp.py | 69 |
1 files changed, 69 insertions, 0 deletions
diff --git a/FSF-2020/approximations-and-optimizations/Critical Points/types_of_cp.py b/FSF-2020/approximations-and-optimizations/Critical Points/types_of_cp.py new file mode 100644 index 0000000..49f083f --- /dev/null +++ b/FSF-2020/approximations-and-optimizations/Critical Points/types_of_cp.py @@ -0,0 +1,69 @@ +from manimlib.imports import * + +class TypescpAnimation(ThreeDScene): + def construct(self): + axes = ThreeDAxes() + + r_text = TextMobject("Relative Maxima at ORIGIN",color ='#87CEFA') + f_text = TextMobject("$f(x,y) = -x^2-y^2$").to_corner(UL) + + #----graph of first function f(x,y) = -x**2-y**2 + f = ParametricSurface( + lambda u, v: np.array([ + u, + v, + -u**2-v**2 + ]),v_min = -1, v_max = 1, u_min = -1, u_max = 1, checkerboard_colors = [YELLOW_D, YELLOW_E], + resolution = (20, 20)).scale(1) + + r2_text = TextMobject("Saddle Point at ORIGIN",color ='#87CEFA') + f2_text = TextMobject("$f(x,y) = -x^2+y^2$").to_corner(UL) + + #----graph of second function f(x,y) = -x**2+y**2 + f2 = ParametricSurface( + lambda u, v: np.array([ + u, + v, + -u**2+v**2 + ]),v_min = -1, v_max = 1, u_min = -1, u_max = 1, checkerboard_colors = [RED_D, RED_E], + resolution = (20, 20)).scale(1) + + r3_text = TextMobject("Relative Minima at ORIGIN",color ='#87CEFA') + f3_text = TextMobject("$f(x,y) = x^2+y^2$").to_corner(UL) + + #----graph of third function f(x,y) = x**2+y**2 + f3 = ParametricSurface( + lambda u, v: np.array([ + u, + v, + u**2+v**2 + ]),v_min = -1, v_max = 1, u_min = -1, u_max = 1, checkerboard_colors = [GREEN_D, GREEN_E], + resolution = (20, 20)).scale(1) + + self.set_camera_orientation(phi = 75 * DEGREES, theta = -45 * DEGREES ) + + self.add_fixed_in_frame_mobjects(r_text) + self.wait(1) + self.play(FadeOut(r_text)) + self.add(axes) + self.play(Write(f)) + self.add_fixed_in_frame_mobjects(f_text) + self.wait(2) + self.play(FadeOut(axes),FadeOut(f),FadeOut(f_text)) + + self.add_fixed_in_frame_mobjects(r2_text) + self.wait(1) + self.play(FadeOut(r2_text)) + self.add(axes) + self.play(Write(f2)) + self.add_fixed_in_frame_mobjects(f2_text) + self.wait(2) + self.play(FadeOut(axes),FadeOut(f2),FadeOut(f2_text)) + + self.add_fixed_in_frame_mobjects(r3_text) + self.wait(1) + self.play(FadeOut(r3_text)) + self.add(axes) + self.play(Write(f3)) + self.add_fixed_in_frame_mobjects(f3_text) + self.wait(2) |