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authorVaishnavi2020-06-26 03:37:33 +0530
committerGitHub2020-06-26 03:37:33 +0530
commitcfba6959b00fab943e6d590a28bd57c24032d71e (patch)
tree403c5b8c36ff8556216fcea882debec854cfd82f /FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Critical-Points
parentf1dfbd78a5fea187577cc648f0d251c897a9c907 (diff)
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Update and rename file4_Types_of_critical_points.py to file4_Relative_Maxima_and_Relative_Minima.py
Diffstat (limited to 'FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Critical-Points')
-rw-r--r--FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Critical-Points/file4_Relative_Maxima_and_Relative_Minima.py51
-rw-r--r--FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Critical-Points/file4_Types_of_critical_points.py134
2 files changed, 51 insertions, 134 deletions
diff --git a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Critical-Points/file4_Relative_Maxima_and_Relative_Minima.py b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Critical-Points/file4_Relative_Maxima_and_Relative_Minima.py
new file mode 100644
index 0000000..7999527
--- /dev/null
+++ b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Critical-Points/file4_Relative_Maxima_and_Relative_Minima.py
@@ -0,0 +1,51 @@
+from manimlib.imports import*
+import math as m
+
+#---- locating extrema of a funtion using critical points
+class Extrema(ThreeDScene):
+ def construct(self):
+
+ h_text = TextMobject("Relative Maxima and Relative Minima",color = GREEN)
+
+ axes = ThreeDAxes()
+ label_x = TextMobject("$x$").shift([5.5,-0.3,0]) #---- x axis
+ label_y = TextMobject("$y$").shift([-0.3,5.5,0]).rotate(-4.5) #---- y axis
+
+ #---- f(x,y) = 5(x+y)e^(-x^2-y^2)
+ surface = ParametricSurface(
+ lambda u, v: np.array([
+ u,
+ v,
+ 5*(u+v)*m.exp(-u**2-v**2)
+ ]),u_min = -PI, u_max = PI, v_min = -PI, v_max = PI).set_color(TEAL).shift([0,0,0]).fade(0.4)
+
+ d1 = Dot(color = YELLOW).shift([0.5,0.5,3.02]) #---- critical point for maxima
+ l1 = Line([0.5,0.5,0.1],[0.5,0.5,3],color = YELLOW)
+
+ d2 = Dot(color = YELLOW).shift([-1.15,0,-2.98]) #---- critical point for minima
+ l2 = Line([-1.15,0,0],[-1.15,0,-2.98],color = YELLOW)
+
+ max_text = TextMobject("Relative Maxima").shift(3.1*UP+1.5*RIGHT).scale(0.5)
+ min_text = TextMobject("Relative Minima").shift(3.1*DOWN+1.5*LEFT).scale(0.5)
+
+ self.add_fixed_in_frame_mobjects(h_text)
+ self.wait(1)
+ self.wait(1)
+ self.play(FadeOut(h_text))
+ self.wait(1)
+ self.set_camera_orientation(phi = 100*DEGREES, theta = -40*DEGREES)
+ self.add(axes)
+ self.add(label_x)
+ self.add(label_y)
+ self.play(Write(surface))
+ self.wait(1)
+ self.play(Write(l1),Write(d1))
+ self.add_fixed_in_frame_mobjects(max_text)
+ self.wait(1)
+ self.play(Write(l2),Write(d2))
+ self.add_fixed_in_frame_mobjects(min_text)
+ self.wait(1)
+ self.wait(1)
+ self.play(FadeOut(l1),FadeOut(d1),FadeOut(l2),FadeOut(d2),FadeOut(max_text),FadeOut(min_text))
+ self.begin_ambient_camera_rotation(rate = 0.3)
+ self.wait(3)
diff --git a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Critical-Points/file4_Types_of_critical_points.py b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Critical-Points/file4_Types_of_critical_points.py
deleted file mode 100644
index 656fb68..0000000
--- a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Critical-Points/file4_Types_of_critical_points.py
+++ /dev/null
@@ -1,134 +0,0 @@
-from manimlib.imports import*
-
-
-#---- Relative Maxima
-class firstScene(ThreeDScene):
- def construct(self):
-
- r_text = TextMobject("Relative Maximum at ORIGIN",color ='#87CEFA')
-
- axes = ThreeDAxes()
- label_x = TextMobject("$x$").shift([5.5,-0.5,0]) #---- x axis
- label_y = TextMobject("$y$").shift([-0.5,5.5,0]).rotate(-4.5) #---- y axis
-
- #----graph of the function f(x,y) = -x**2-y**2
- surface = 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_B,YELLOW_C,YELLOW_D, YELLOW_E]).scale(1.5).shift([0,0,-0.51]).fade(0.3)
-
- f_text = TextMobject("$f(x,y) = -x^2-y^2$").to_corner(UL)
-
- d = Dot(color = "#800000").shift([0,0,0]) #---- critical point
-
- 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.begin_ambient_camera_rotation(rate = 0.1)
- self.add(axes)
- self.add(label_x)
- self.add(label_y)
- self.play(Write(surface),Write(d))
- self.add_fixed_in_frame_mobjects(f_text)
- self.wait(2)
- self.play(FadeOut(axes),FadeOut(surface),FadeOut(f_text),FadeOut(d),FadeOut(label_x),FadeOut(label_y))
-
-
-#---- Relative Minima
-class secondScene(ThreeDScene):
- def construct(self):
-
- r2_text = TextMobject("Relative Minimum at ORIGIN",color ='#87CEFA')
-
- axes = ThreeDAxes()
- label_x = TextMobject("$x$").shift([5.5,-0.5,0]) #---- x axis
- label_y = TextMobject("$y$").shift([-0.5,5.5,0]).rotate(-4.5) #---- y axis
-
- #----graph of the function g(x,y) = x**2+y**2
- surface = 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 =[TEAL_B,TEAL_C,TEAL_D,TEAL_E]).scale(1.5).shift([0,0,0.55]).fade(0.1)
-
- d = Dot(color = "#800000").shift([0,0,0]) #---- critical point
-
- g_text = TextMobject("$f(x,y) = x^2+y^2$").to_corner(UL)
-
- self.set_camera_orientation(phi = 75 * DEGREES, theta = 45 * DEGREES)
- self.add_fixed_in_frame_mobjects(r2_text)
- self.wait(1)
- self.play(FadeOut(r2_text))
- self.begin_ambient_camera_rotation(rate = 0.1)
- self.add(axes)
- self.add(label_x)
- self.add(label_y)
- self.play(Write(surface),Write(d))
- self.add_fixed_in_frame_mobjects(g_text)
- self.wait(2)
- self.play(FadeOut(axes),FadeOut(surface),FadeOut(g_text),FadeOut(d),FadeOut(label_x),FadeOut(label_y))
-
-
-
-#---- Saddle Point
-class thirdScene(ThreeDScene):
- def construct(self):
-
- r3_text = TextMobject("Saddle Point", color = '#87CEFA')
-
- axes = ThreeDAxes()
- label_x = TextMobject("$x$").shift([5.5,-0.5,0]) #---- x axis
- label_y = TextMobject("$y$").shift([-0.5,5.5,0]).rotate(-4.5) #---- y axis
-
- #---- graph of function h(x,y) = -x^2 + y^2
- surface = 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 = [PURPLE_B,PURPLE_C,PURPLE_D,PURPLE_E]).scale(1.5).shift([0,0,0])
-
- #---- curve(trace) along x axis
- curve_x = ParametricSurface(
- lambda u, v: np.array([
- u*0.4,
- v,
- v**2
- ]),v_min = -1, v_max = 1, u_min = -0.2, u_max = 0.2).shift([0,0,0.34]).scale(1.5).set_color("#800000")
-
- #---- curve(trace) along y axis
- curve_y = ParametricSurface(
- lambda u, v: np.array([
- u,
- v*0.4,
- -u**2
- ]),v_min = -0.2, v_max = 0.2, u_min = -1, u_max = 1).scale(1.6).shift([0,0,-0.1]).set_color("#800000")
-
- d = Dot(color = GREEN).shift([0,0,0.1]) #---- critical point
-
- h_text = TextMobject("$f(x,y) = -x^2+y^2$").to_corner(UL)
-
- self.add_fixed_in_frame_mobjects(r3_text)
- self.wait(1)
- self.set_camera_orientation(phi = 50 * DEGREES,theta = 45 * DEGREES)
- self.play(FadeOut(r3_text))
- self.add(axes)
- self.add(label_x)
- self.add(label_y)
- self.begin_ambient_camera_rotation(rate = 0.3)
- self.add_fixed_in_frame_mobjects(h_text)
- self.play(Write(surface))
- self.wait(1)
- self.add(curve_y)
- self.add(d)
- self.wait(1)
- self.play(FadeOut(curve_y))
- self.wait(1)
- self.add(curve_x)
- self.wait(1)
- self.add(d)
- self.wait(1)