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-rw-r--r--FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/README.md20
-rw-r--r--FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file1_Extrema_over_g(x,y)=k.gifbin595677 -> 456997 bytes
-rw-r--r--FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file1_Extrema_over_g(x,y)=k.py38
-rw-r--r--FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file2_Geometric_Proof.gifbin0 -> 286190 bytes
-rw-r--r--FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file2_Geometric_Proof.py19
-rw-r--r--FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file3_Constraints_g_and_h.gifbin0 -> 1740442 bytes
-rw-r--r--FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file3_Constraints_g_and_h.py41
-rw-r--r--FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file3_Optimizing_function_w.r.t_one_constraint.gifbin2177236 -> 0 bytes
-rw-r--r--FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file3_Optimizing_function_w.r.t_one_constraint.py29
-rw-r--r--FSF-2020/calculus-of-several-variables/approximations-and-optimizations/MCQ-Questions/Critical_Points_mcq_questions.pdf (renamed from FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Critical_Points_mcq_questions.pdf)bin414750 -> 414750 bytes
-rw-r--r--FSF-2020/calculus-of-several-variables/approximations-and-optimizations/MCQ-Questions/The_Second_Derivative_Test_MCQ.pdf (renamed from FSF-2020/calculus-of-several-variables/approximations-and-optimizations/The_Second_Derivative_Test_MCQ.pdf)bin646880 -> 646880 bytes
-rw-r--r--FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/README.md26
-rw-r--r--FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file1_Tangent_Plane.py2
-rw-r--r--FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file2_Tangent_plane_approximation_visualization.gifbin946542 -> 979487 bytes
-rw-r--r--FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file2_Tangent_plane_approximation_visualization.py93
-rw-r--r--FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file4_Tangent plane_at_extrema_and_saddle_point.gifbin2513197 -> 0 bytes
-rw-r--r--FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file4_Tangent_plane_at_extrema_and_saddle_point.gifbin0 -> 1424279 bytes
17 files changed, 162 insertions, 106 deletions
diff --git a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/README.md b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/README.md
new file mode 100644
index 0000000..05ff51d
--- /dev/null
+++ b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/README.md
@@ -0,0 +1,20 @@
+<h1><div align=”center”><b>SubTopic: Lagrange Multipliers</b></h1></div>
+<br/></br>
+
+<tab>file1_Extrema_over_g(x,y)=k
+
+![file1_Extrema_over_g(x,y)=k](https://github.com/vnb09/FSF-mathematics-python-code-archive/blob/fsf_tasks/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file1_Extrema_over_g(x%2Cy)%3Dk.gif?raw=true)
+<br/></br>
+<br/></br>
+
+<tab>file2_Geometric_Proof
+
+![file2_Geometric_Proof](https://github.com/vnb09/FSF-mathematics-python-code-archive/blob/fsf_tasks/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file2_Geometric_Proof.gif?raw=true)
+<br/></br>
+<br/></br>
+
+<tab>file3_Constraints_g_and_h
+
+![file3_Constraints_g_and_h](https://github.com/vnb09/FSF-mathematics-python-code-archive/blob/fsf_tasks/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file3_Constraints_g_and_h.gif?raw=true)
+<br/></br>
+<br/></br>
diff --git a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file1_Extrema_over_g(x,y)=k.gif b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file1_Extrema_over_g(x,y)=k.gif
index 9d64d50..d423943 100644
--- a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file1_Extrema_over_g(x,y)=k.gif
+++ b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file1_Extrema_over_g(x,y)=k.gif
Binary files differ
diff --git a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file1_Extrema_over_g(x,y)=k.py b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file1_Extrema_over_g(x,y)=k.py
index da17aac..a01efb0 100644
--- a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file1_Extrema_over_g(x,y)=k.py
+++ b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file1_Extrema_over_g(x,y)=k.py
@@ -5,33 +5,26 @@ import math as m
class ConstrainedExtrema(ThreeDScene):
def construct(self):
axes = ThreeDAxes().fade(0.4)
- label_x = TextMobject("$x$").shift([5.5,-0.5,0]).fade(0.4) #---- x axis
- label_y = TextMobject("$y$").shift([-0.5,5.5,0]).rotate(-4.5).fade(0.4) #---- y axis
+ 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
surface = ParametricSurface(
lambda u, v: np.array([
u,
v,
u**2+v**2+u**3-v**3
- ]),u_min=-0.5,u_max=0.5, v_min=-0.5,v_max=0.5).scale(5).shift([0,1,2.5]).set_color(TEAL).fade(0.4)
+ ]),u_min=-0.5,u_max=0.5, v_min=-0.5,v_max=0.5).scale(5).shift([0,1,2.5]).set_color(TEAL).fade(0.2)
- c = Circle().set_color('#FF00FF').shift([-0.4,0,1.5]).rotate(1.9,UP).scale(0.7)
+ c = Circle(color='#FF00FF',fill_opacity=0.3).shift([-0.4,0,1.5]).rotate(1.9,UP).scale(0.7)
minima = Dot(color = '#4169E1').shift([-0.5,0.5,1]).rotate(1.571,UP)
- maxima = Dot(color = '#4169E1').shift([0.1,0,2.2]).rotate(1.571,UP)
+ maxima = Dot(color = '#4169E1').shift([0.1,0,2.2]).rotate(1.571,UP)
- l1 = DashedLine([-0.5,0.5,0.9],[-0.5,0.5,0],color = '#F08080')
- l2 = DashedLine([0.1,0,2.1],[0.1,0,0],color = '#F08080')
-
- c2 = Circle(fill_opacity= 0.5).shift([-0.3,0.2,0]).scale(0.4)
-
- minima_refl = Dot(color = '#4682B4').shift([-0.5,0.5,0]).rotate(1.571,UP)
- maxima_refl = Dot(color = '#4682B4').shift([0.1,0,0]).rotate(1.571,UP)
-
- max_text = TextMobject("maximum over $g(x,y)=k$",color = '#FFA074').shift([-1.7,0,0]).scale(0.5).shift(2.2*UP)
- min_text = TextMobject("minimum over $g(x,y)=k$",color = '#FFA074').shift([2.5,0.5,1]).scale(0.5).shift(0.5*UP)
- label_f = TextMobject("$z=f(x,y)$",color = '#8A2BE2').scale(0.5).shift(3*UP+3*RIGHT)
- label_g = TextMobject("$g(x,y)=k$",color = '#8A2BE2').scale(0.5).shift(2*RIGHT)
+ max_text = TextMobject("maximum over $g(x,y)=k$",color = '#FFA074').scale(0.6).shift(2.3*UP+2*LEFT)
+ min_text = TextMobject("minimum over $g(x,y)=k$",color = '#FFA074').shift([2.5,0.5,1]).scale(0.6).shift(0.5*UP)
+ label_f = TextMobject("$z=f(x,y)$",color=TEAL).scale(0.8).shift(3*UP+3*RIGHT)
+ label_g = TextMobject("g(x,y)=k",color = PURPLE).scale(0.5).shift(1.5*UP+0.8*LEFT)
+
self.add(axes)
self.add(label_x)
@@ -42,16 +35,11 @@ class ConstrainedExtrema(ThreeDScene):
self.wait(2)
self.play(Write(c))
self.wait(1)
+ self.add_fixed_in_frame_mobjects(label_g)
+ self.wait(1)
self.play(Write(maxima))
self.add_fixed_in_frame_mobjects(max_text)
self.wait(1)
self.play(Write(minima))
self.add_fixed_in_frame_mobjects(min_text)
- self.wait(1)
- self.play(ShowCreation(l1),ShowCreation(l2))
- self.play(Write(c2))
- self.add_fixed_in_frame_mobjects(label_g)
- self.wait(1)
- self.play(Write(maxima_refl))
- self.play(Write(minima_refl))
- self.wait(1)
+ self.wait(1)
diff --git a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file2_Geometric_Proof.gif b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file2_Geometric_Proof.gif
new file mode 100644
index 0000000..e028a81
--- /dev/null
+++ b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file2_Geometric_Proof.gif
Binary files differ
diff --git a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file2_Geometric_Proof.py b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file2_Geometric_Proof.py
index 2c2a9de..2c1d668 100644
--- a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file2_Geometric_Proof.py
+++ b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file2_Geometric_Proof.py
@@ -1,7 +1,7 @@
from manimlib.imports import*
#---- visualization of geometric proof of Lagrange multiplier
-class GeometricProof(ThreeDScene):
+class firstScene(ThreeDScene):
def construct(self):
axes = ThreeDAxes().scale(0.7).rotate(math.radians(180))
label_x = TextMobject("$x$").shift(4*RIGHT).fade(0.4) #---- x axis
@@ -12,19 +12,18 @@ class GeometricProof(ThreeDScene):
1*np.sin(u)*np.cos(v),
1*np.sin(u)*np.sin(v),
-1*np.sin(u)*np.sin(u)+2
- ]),u_min=0,u_max=PI/2,v_min=0,v_max=2*PI,checkerboard_colors=[GREEN_C, GREEN_E]).scale(1).shift([-1.5,-1.5,0])
+ ]),u_min=0,u_max=PI/2,v_min=0,v_max=2*PI).set_color(GREEN).scale(1).shift([-1.5,-1.5,0])
d = Dot([-2,-2.55,0],color = '#800000')
- a_df = Arrow(color = '#00FFFF').rotate(-2).shift(3.2*DOWN+2.3*LEFT) #---- f parallel to g at maxima
- a_dg = Arrow(color = '#FF00FF').scale(0.8).shift(3.2*DOWN+2.3*LEFT).rotate(-2) #---- g parallel to f at maxima
+ a_df = Arrow(color = '#00FFFF').rotate(-2).shift(3.2*DOWN+2.3*LEFT) #---- f parallel to g
+ a_dg = Arrow(color = '#FF00FF').scale(0.8).shift(3.2*DOWN+2.3*LEFT).rotate(-2) #---- f parallel to g
- b_dg = Arrow(color = '#00FFFF').rotate(1.1).shift(0.82*LEFT+0.15*UP) #---- g parallel to f at minima
- b_df = Arrow(color = '#FF00FF').scale(0.6).rotate(-2).shift(1.43*LEFT+1.1*DOWN) #---- f parallel to g at minima
+ b_dg = Arrow(color = '#00FFFF').rotate(1.1).shift(0.82*LEFT+0.15*UP) #---- f parallel to g
+ b_df = Arrow(color = '#FF00FF').scale(0.6).rotate(-2).shift(1.43*LEFT+1.1*DOWN) #---- f parallel to g
qd = Dot(color = '#800000').shift(1.2*LEFT+0.6*DOWN)
- #---- level curves
l1 = Line([-1,-3.1,0],[-4,-3.1,0],color = PINK).rotate(-0.3).fade(0.6)
l2 = Line([-0.9,-2.9,0],[-4,-2.9,0],color = PINK).rotate(-0.3).fade(0.6)
l3= Line([-0.8,-2.7,0],[-4,-2.7,0],color = PINK).rotate(-0.3).fade(0.6)
@@ -48,7 +47,6 @@ class GeometricProof(ThreeDScene):
p_text= TextMobject("$P$").shift([1.8,2.6,0]).scale(0.5)
- #---- labelling of level curves
l1_text = TextMobject("$w=$ 17").rotate(math.radians(180)).scale(0.4).shift(2.7*DOWN+4.36*LEFT)
l2_text = TextMobject("$w=$ 16").rotate(math.radians(180)).scale(0.4).shift(2.46*DOWN+4.36*LEFT)
l3_text = TextMobject("$w=$ 15").rotate(math.radians(180)).scale(0.4).shift(2.2*DOWN+4.36*LEFT)
@@ -70,8 +68,9 @@ class GeometricProof(ThreeDScene):
self.set_camera_orientation(phi=0 * DEGREES, theta = 90*DEGREES)
self.add(axes)
self.add(label_x)
- self.add(label_y)
- self.play(Write(surface))
+ self.add(label_y)
+ self.wait(1)
+ self.add(surface)
self.wait(1)
self.play(ShowCreation(level_Curve))
self.wait(1)
diff --git a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file3_Constraints_g_and_h.gif b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file3_Constraints_g_and_h.gif
new file mode 100644
index 0000000..0da30ad
--- /dev/null
+++ b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file3_Constraints_g_and_h.gif
Binary files differ
diff --git a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file3_Constraints_g_and_h.py b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file3_Constraints_g_and_h.py
new file mode 100644
index 0000000..742d6b5
--- /dev/null
+++ b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file3_Constraints_g_and_h.py
@@ -0,0 +1,41 @@
+from manimlib.imports import*
+import math as m
+
+class firstScene(ThreeDScene):
+ def construct(self):
+ axes = ThreeDAxes()
+ label_x = TextMobject("$x$").shift([5.5,-0.5,0]).fade(0.4) #---- x axis
+ label_y = TextMobject("$y$").shift([-0.5,5.5,0]).rotate(-4.5).fade(0.4) #---- y axis
+
+ #---- constraint g(x,y)
+ cylinder = ParametricSurface(
+ lambda u, v: np.array([
+ np.cos(TAU * u),
+ np.sin(TAU * u),
+ 2 * (v)
+ ]),checkerboard_colors=[YELLOW_C,YELLOW_D,YELLOW_E]).rotate(m.radians(-40),RIGHT).shift([0.5,0.5,0]).scale(0.8)
+
+ #---- constraint h(x,y)
+ plane = ParametricSurface(
+ lambda u, v: np.array([
+ u,
+ v,
+ u+v
+ ]),checkerboard_colors=[TEAL_C,TEAL_D,TEAL_E]).shift([0,0,0]).rotate(m.radians(-40),RIGHT).scale(2).fade(0.3)
+
+ figure = VGroup(cylinder,plane).rotate(m.radians(-45),DOWN).scale(1.5)
+
+ self.set_camera_orientation(phi=65*DEGREES,theta=45*DEGREES)
+ self.add(axes)
+ self.add(label_x)
+ self.add(label_y)
+ self.wait(1)
+ self.play(Write(cylinder))
+ self.play(Write(plane))
+ self.wait(1)
+ self.begin_ambient_camera_rotation(rate=0.4)
+ self.wait(1)
+ self.wait(1)
+ self.play(FadeOut(label_x),FadeOut(label_y))
+ self.wait(1)
+ self.wait(1)
diff --git a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file3_Optimizing_function_w.r.t_one_constraint.gif b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file3_Optimizing_function_w.r.t_one_constraint.gif
deleted file mode 100644
index 9602283..0000000
--- a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file3_Optimizing_function_w.r.t_one_constraint.gif
+++ /dev/null
Binary files differ
diff --git a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file3_Optimizing_function_w.r.t_one_constraint.py b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file3_Optimizing_function_w.r.t_one_constraint.py
deleted file mode 100644
index bf75dd8..0000000
--- a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Lagrange-Multipliers/file3_Optimizing_function_w.r.t_one_constraint.py
+++ /dev/null
@@ -1,29 +0,0 @@
-from manimlib.imports import*
-
-class firstScene(ThreeDScene):
- def construct(self):
- axes = ThreeDAxes()
- cylinder = ParametricSurface(
- lambda u, v: np.array([
- np.cos(TAU * v),
- np.sin(TAU * v),
- 2 * (u)
- ]),checkerboard_colors=[YELLOW_C,YELLOW_D,YELLOW_E]
- ).fade(0.4) #Resolution of the surfaces
-
- plane = ParametricSurface(
- lambda u, v: np.array([
- u,
- v,
- u+v
- ]),checkerboard_colors=[TEAL_C,TEAL_D,TEAL_E]
- ).scale(2.5)
- self.add(axes)
- self.set_camera_orientation(phi=75*DEGREES,theta=45*DEGREES)
- self.play(Write(cylinder))
- self.play(Write(plane))
- self.wait(1)
- self.begin_ambient_camera_rotation(rate=0.7)
- self.wait(5)
- self.move_camera(phi=35*DEGREES,theta=-45*DEGREES)
- self.wait(2)
diff --git a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Critical_Points_mcq_questions.pdf b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/MCQ-Questions/Critical_Points_mcq_questions.pdf
index 25c4e4d..25c4e4d 100644
--- a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Critical_Points_mcq_questions.pdf
+++ b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/MCQ-Questions/Critical_Points_mcq_questions.pdf
Binary files differ
diff --git a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/The_Second_Derivative_Test_MCQ.pdf b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/MCQ-Questions/The_Second_Derivative_Test_MCQ.pdf
index ca60cbf..ca60cbf 100644
--- a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/The_Second_Derivative_Test_MCQ.pdf
+++ b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/MCQ-Questions/The_Second_Derivative_Test_MCQ.pdf
Binary files differ
diff --git a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/README.md b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/README.md
new file mode 100644
index 0000000..2a274d0
--- /dev/null
+++ b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/README.md
@@ -0,0 +1,26 @@
+<h1><div align=”center”><b>SubTopic: Tangent Plane Approximations</b></h1></div>
+<br/></br>
+
+<tab>file1_Tangent_Plane
+
+![file1_Tangent_Plane](https://github.com/vnb09/FSF-mathematics-python-code-archive/blob/fsf_tasks/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file1_Tangent_Plane.gif?raw=true)
+<br/></br>
+<br/></br>
+
+<tab>file2_Tangent_plane_approximation_visualization
+
+![file2_Tangent_plane_approximation_visualization](https://github.com/vnb09/FSF-mathematics-python-code-archive/blob/fsf_tasks/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file2_Tangent_plane_approximation_visualization.gif?raw=true)
+<br/></br>
+<br/></br>
+
+<tab>file3_Non_Differentiable_Function
+
+![file3_Non_Differentiable_Function](https://github.com/vnb09/FSF-mathematics-python-code-archive/blob/fsf_tasks/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file3_Non_Differentiable_Function.gif?raw=true)
+<br/></br>
+<br/></br>
+
+<tab>file4_Tangent_plane_at_extrema_and_saddle_point
+
+![file4_Tangent_plane_at_extrema_and_saddle_point](https://github.com/vnb09/FSF-mathematics-python-code-archive/blob/fsf_tasks/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file4_Tangent_plane_at_extrema_and_saddle_point.gif?raw=true)
+<br/></br>
+<br/></br>
diff --git a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file1_Tangent_Plane.py b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file1_Tangent_Plane.py
index 4c17f90..8efdbd2 100644
--- a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file1_Tangent_Plane.py
+++ b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file1_Tangent_Plane.py
@@ -1,7 +1,7 @@
from manimlib.imports import*
#---- tangent plane is parallel to the surface of the funtion at a point
-class firstScene(ThreeDScene):
+class tangentplane(ThreeDScene):
def construct(self):
s1_text=TextMobject("Suppose, the point $(x,y)$ lies on the surface of the function.").scale(0.5).shift(2*UP)
diff --git a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file2_Tangent_plane_approximation_visualization.gif b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file2_Tangent_plane_approximation_visualization.gif
index d23405d..6d5a67a 100644
--- a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file2_Tangent_plane_approximation_visualization.gif
+++ b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file2_Tangent_plane_approximation_visualization.gif
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diff --git a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file2_Tangent_plane_approximation_visualization.py b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file2_Tangent_plane_approximation_visualization.py
index d1ecf8c..02576d9 100644
--- a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file2_Tangent_plane_approximation_visualization.py
+++ b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file2_Tangent_plane_approximation_visualization.py
@@ -1,12 +1,13 @@
from manimlib.imports import*
+import math as m
-#---- tangent plane is parallel to the x-y plane
-class MaximaScene(ThreeDScene):
+#---- tangent plane approximation visualization
+class ApproximationScene(ThreeDScene):
def construct(self):
- axes = ThreeDAxes().scale(1.2)
- label_x= TextMobject("$x$").shift([5.4,-0.5,0]) #---- x axis
- label_y= TextMobject("$y$").shift([-0.5,5.2,0]).rotate(-4.5) #---- y axis
+ axes = ThreeDAxes().scale(1.2).fade(0.7)
+ label_x= TextMobject("$x$").shift([5.4,-0.5,0]).fade(0.7) #---- x axis
+ label_y= TextMobject("$y$").shift([-0.5,5.2,0]).rotate(-4.5).fade(0.7) #---- y axis
#---- graph of the function
s = ParametricSurface(
@@ -14,61 +15,71 @@ class MaximaScene(ThreeDScene):
1.5*np.cos(u)*np.cos(v),
1.5*np.cos(u)*np.sin(v),
1.5*np.sin(u)
- ]),u_min=0,u_max=PI,v_min=PI,v_max=2*PI,checkerboard_colors=[BLUE_B,BLUE_C,BLUE_D,BLUE_E]).scale(1.5).shift([-0.8,0.5,1.5])
-
+ ]),u_min=0,u_max=PI,v_min=PI,v_max=2*PI,checkerboard_colors=[BLUE_B,BLUE_C,BLUE_D,BLUE_E]).shift([0,1,2.4]).scale(1.3)
+
d1 = Dot([0.2,2.01,2.24],color = '#800000').rotate(1.1,LEFT) #---- point(x_0,y_0)
- d1_copy = Dot([1.1,2.2,-0.45],color = '#800000') #---- projection of point(x_0,y_0) on x-y plane
- d1_text = TextMobject("$(x_0,y_0)$",color = "#8B0000").scale(0.4).shift(1.3*RIGHT+1.1*UP)
+ d1_copy = Dot([0.2,2.01,0],color = '#800000') #---- projection of point(x_0,y_0) on x-y plane
- d2 = Dot([1.1,2.2,2.7],color = '#800000').rotate(1,LEFT) #---- point(x,y)
- d2_copy = Dot([0.1,1.95,0.4],color = '#800000') #---- projection of point(x,y) on x-y plane
- d2_text = TextMobject("$(x,y)$",color = "#8B0000").scale(0.4).shift(0.6*RIGHT+0.8*UP)
+ d1_text = TextMobject("$f(x_0,y_0)$",color=ORANGE).scale(0.5).shift([0.2,2.01,2.3])
+ d1_copy_text = TextMobject("$(x_0,y_0)$",color=ORANGE).scale(0.5).shift([0.2,2.01,0],4.1*DOWN)
- t_plane = Rectangle(color = PURPLE, fill_opacity=0.3).scale(0.4).rotate(1,LEFT).shift([1.1,2.5,2.9]) #---- tangent plane
+ d2 = Dot([2,2.6,3.5],color = '#800000').rotate(1,LEFT) #---- point(x,y)
+ d2_copy = Dot([2,2.6,0],color = '#800000') #---- projection of point(x,y) on x-y plane
- t_text= TextMobject("Tangent Plane",color = RED).scale(0.5).shift(0.3*RIGHT+1.3*UP).rotate(math.radians(5),LEFT)
+ d2_text = TextMobject("$f(x,y)$",color=ORANGE).scale(0.5).shift([0.8,1.4,1.5])
+ d2_copy_text = TextMobject("$(x,y)$",color=ORANGE).scale(0.5).shift([0.8,1.4,0],2.4*DOWN)
- l1 = Line([1.1,2.2,2.6],[1.1,2.2,-0.45]).fade(0.2)
- l2 = Line([0.1,1.95,2.05],[0.1,1.95,0.4]).fade(0.2)
+ l1 = Line([0.2,2.01,2.21],[0.2,2.01,0],color= YELLOW).fade(0.2)
+ l2 = Line([2,2.6,3.4],[2,2.6,0],color= YELLOW).fade(0.2)
- a1 = Line([0.1,1.95,0.4],[1.1,2.2,-0.45],color ="#00FF7F")
- a_x = Line([0.1,1.95,0.4],[1.7,1.95,0.4],color ="#9400D3")
- a_y = Line([0.1,1.95,0.4],[0.1,2.75,0.4],color ="#8B4513")
- a2 = Line([1.7,1.95,0.4],[1.7,2.75,0.4])
- a3 = Line([0.1,2.75,0.4],[1.7,2.75,0.4])
-
- #---- transition of tangent plane
+ t_plane = Rectangle(color = PURPLE, fill_opacity=0.3).scale(0.6).rotate(m.radians(45),LEFT).shift([1.1,2.5,3.1]) #---- tangent plane
+ t_text= TextMobject("Tangent Plane",color = PINK).scale(0.5).shift(0.3*RIGHT+2.6*UP).rotate(math.radians(5),LEFT)
+
+ a1 = Line([0.2,2.01,0],[2,2.6,0],color ="#00FF7F")
+ a_x = Line([0.2,2.01,0],[2,2.01,0],color ="#9400D3")
+ a_y = Line([0.2,2.01,0],[0.2,2.6,0],color ="#8B4513")
+ a2 = Line([2,2.01,0],[2,2.6,0])
+ a3 = Line([0.2,2.6,0],[2,2.6,0])
+
+ ax_text = TextMobject("$f_x (x_0 , y_0 )(x – x_0 ) $").scale(0.5).shift(DOWN+0.8*LEFT).rotate(0.4)
+ ay_text = TextMobject("$ f_y (x_0 , y_0 )(y – y_0 ) $").scale(0.5).shift(0.8*DOWN+2.7*RIGHT).rotate(-0.6)
+ a1_text = TextMobject("$f_x (x_0 , y_0 )(x – x_0 ) + f_y (x_0 , y_0 )(y – y_0 )$ ").scale(0.4).rotate(0.7).shift(1.7*DOWN+0.6*RIGHT)
+
+ lines = VGroup(a1,a_y,a_x,a2,a3,d1_copy,d2_copy)
- t2_plane = Rectangle(color = PURPLE, fill_opacity=0.3).scale(0.4).rotate(1,LEFT).shift([1.1,2.5,2])
- t3_plane = Rectangle(color = PURPLE, fill_opacity=0.3).scale(0.4).rotate(math.radians(180),LEFT).shift([1.1,2.5,2])
- t4_plane = Rectangle(color = PURPLE, fill_opacity=0.3).scale(0.4).rotate(math.radians(180),LEFT).shift([0.9,2.35,0.4])
- #-------------------------------------------
- self.set_camera_orientation(phi = 50 * DEGREES, theta = 45 * DEGREES)
+ self.set_camera_orientation(phi = 60 * DEGREES, theta = 55 * DEGREES)
self.wait(1)
self.add(axes)
self.add(label_x)
self.add(label_y)
self.play(Write(s))
self.wait(1)
- self.play(Write(d1))
+ self.play(Write(d2))
self.add_fixed_in_frame_mobjects(d1_text)
- self.play(ShowCreation(t_plane))
+ self.wait(1)
+ self.play(Write(t_plane))
self.add_fixed_in_frame_mobjects(t_text)
self.wait(1)
- self.play(FadeOut(t_text),Write(d2))
- self.add_fixed_in_frame_mobjects(d2_text)
+ self.play(Write(d1))
+ self.add_fixed_in_frame_mobjects(d2_text)
+ self.wait(1)
+ self.play(Write(l1),Write(d1_copy))
+ self.add_fixed_in_frame_mobjects(d2_copy_text)
+ self.wait(1)
+ self.play(Write(l2),Write(d2_copy))
+ self.add_fixed_in_frame_mobjects(d1_copy_text)
+ self.wait(2)
+ self.play(FadeOut(d1_text),FadeOut(d1_copy_text),FadeOut(d2_text),FadeOut(d2_copy_text),FadeOut(t_text))
self.wait(1)
- self.play(Write(l1),Write(l2))
- self.play(Write(d2_copy),Write(d1_copy))
+ self.play(Write(a1),Write(a_x),Write(a_y),Write(a2),Write(a3))
self.wait(1)
- self.play(Write(a1),Write(a_x),Write(a_y))
+ self.play(FadeOut(s),FadeOut(d1),FadeOut(d2),FadeOut(l1),FadeOut(l2),FadeOut(t_plane),FadeOut(label_x),FadeOut(label_y))
self.wait(1)
- self.play(Write(a2),Write(a3))
- self.wait(1)
- self.play(ReplacementTransform(t_plane,t2_plane))
+ lines.scale(2)
+ axes.scale(1.5)
self.wait(1)
- self.play(ReplacementTransform(t2_plane,t3_plane))
+ self.add_fixed_in_frame_mobjects(ax_text)
+ self.add_fixed_in_frame_mobjects(ay_text)
+ self.add_fixed_in_frame_mobjects(a1_text)
self.wait(1)
- self.play(ReplacementTransform(t3_plane,t4_plane))
- self.wait(1)
diff --git a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file4_Tangent plane_at_extrema_and_saddle_point.gif b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file4_Tangent plane_at_extrema_and_saddle_point.gif
deleted file mode 100644
index cfe054b..0000000
--- a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file4_Tangent plane_at_extrema_and_saddle_point.gif
+++ /dev/null
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diff --git a/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file4_Tangent_plane_at_extrema_and_saddle_point.gif b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file4_Tangent_plane_at_extrema_and_saddle_point.gif
new file mode 100644
index 0000000..3fe7992
--- /dev/null
+++ b/FSF-2020/calculus-of-several-variables/approximations-and-optimizations/Tangent-Plane-Approximations/file4_Tangent_plane_at_extrema_and_saddle_point.gif
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