summaryrefslogtreecommitdiff
path: root/FSF-2020/calculus/series-and-transformations/Z-Transform/video3_RegionOfConvergence.py
diff options
context:
space:
mode:
authorPurusharth Saxena2020-07-01 13:05:58 +0530
committerGitHub2020-07-01 13:05:58 +0530
commit06d1d4db2f3b0bb48ecedbd1f6d55690d1f2c635 (patch)
tree1e25c7b5fce7aee7459eb0819cf1a6757b3a97ab /FSF-2020/calculus/series-and-transformations/Z-Transform/video3_RegionOfConvergence.py
parent95b35efe6166fe145e44314e11e0a7d3ac638874 (diff)
parentb4a0a3d3a896d9e45cd92c89bb665d65e34db309 (diff)
downloadFSF-mathematics-python-code-archive-06d1d4db2f3b0bb48ecedbd1f6d55690d1f2c635.tar.gz
FSF-mathematics-python-code-archive-06d1d4db2f3b0bb48ecedbd1f6d55690d1f2c635.tar.bz2
FSF-mathematics-python-code-archive-06d1d4db2f3b0bb48ecedbd1f6d55690d1f2c635.zip
Merge pull request #44 from GSri30/master
Added codes and gifs
Diffstat (limited to 'FSF-2020/calculus/series-and-transformations/Z-Transform/video3_RegionOfConvergence.py')
-rw-r--r--FSF-2020/calculus/series-and-transformations/Z-Transform/video3_RegionOfConvergence.py144
1 files changed, 144 insertions, 0 deletions
diff --git a/FSF-2020/calculus/series-and-transformations/Z-Transform/video3_RegionOfConvergence.py b/FSF-2020/calculus/series-and-transformations/Z-Transform/video3_RegionOfConvergence.py
new file mode 100644
index 0000000..bdfd8b3
--- /dev/null
+++ b/FSF-2020/calculus/series-and-transformations/Z-Transform/video3_RegionOfConvergence.py
@@ -0,0 +1,144 @@
+from manimlib.imports import *
+import numpy as np
+import math
+
+class graph1(GraphScene):
+ CONFIG = {
+ "x_min": -3,
+ "x_max": 5,
+ "y_min": -1,
+ "y_max": 1,
+ "graph_origin": ORIGIN,
+ "function_color": RED,
+ "axes_color": BLUE,
+ "x_axis_label": "$n$",
+ "y_axis_label": "$x(n)$",
+ "x_labeled_nums": range(-3, 6, 1),
+ "y_axis_height": 7,
+ "y_tick_frequency": 0.1,
+ }
+ def func(self,x,n):
+ summ=0
+ for i in range(n+1):
+ summ+=(1/(math.pow(x,i)))
+ return summ
+
+ def finalFunc(self,x):
+ if(x!=0):
+ return 1/(1-(1/(2*x)))
+
+
+ def construct(self):
+ x_each_unit = self.x_axis_width / (self.x_max - self.x_min)
+ y_each_unit = self.y_axis_height / (self.y_max - self.y_min)
+ self.setup_axes(animate=True,scalee=0.8)
+ function=TextMobject("$X(t)=\sum _{ n=0 }^{ \infty }{ { (0.5) }^{ n }{ z }^{ -n } }$").scale(0.4).shift(5*RIGHT+3*UP).set_color(RED)
+ self.play(FadeIn(function))
+ twoDGraph=[]
+ for i in range(5):
+ twoDGraph.append(Line(start=(i*x_each_unit,0,0),end=(i*x_each_unit,math.pow(0.5,i)*y_each_unit,0),color=GREEN))
+
+ groupGraph=VGroup(self.axes,twoDGraph[0],twoDGraph[1],twoDGraph[2],twoDGraph[3],twoDGraph[4])
+ self.play(Write(twoDGraph[0]),ShowCreation(twoDGraph[1]),ShowCreation(twoDGraph[2]),ShowCreation(twoDGraph[3]),ShowCreation(twoDGraph[4]))
+ self.wait(1.2)
+
+ self.play(ApplyMethod(groupGraph.scale,0.7))
+ self.play(ApplyMethod(groupGraph.shift,6*LEFT),ApplyMethod(function.move_to,5*LEFT+3*UP))
+
+ someText1=TextMobject("Since it is a","summation","of","infinite terms",", it might").shift(2*RIGHT+2*UP).scale(0.5).set_color_by_tex_to_color_map({"summation":YELLOW,"infinite terms":BLUE})
+ someText2=TextMobject("Converge","or","Diverge").shift(2*RIGHT+0.5*DOWN+2*UP).scale(0.7).set_color_by_tex_to_color_map({"Converge":GREEN,"Diverge":RED})
+ someText3=TextMobject("depending upon","$|z|$").shift(2*RIGHT+UP).scale(0.5).set_color_by_tex_to_color_map({"$|z|$":YELLOW})
+ self.play(Write(someText1))
+ self.play(FadeIn(someText2))
+ self.play(Write(someText3))
+ self.wait(1)
+ self.play(FadeOut(someText1),FadeOut(someText2),FadeOut(someText3))
+
+ self.graph_origin=2*RIGHT+DOWN
+ self.x_axis_width=6
+ self.y_axis_height=5
+ self.y_tick_frequency=1
+ self.x_axis_label="$|z|$"
+ self.y_axis_label="$|X(n)|$"
+ self.x_min=-3
+ self.x_max=5
+ self.y_min=-1
+ self.y_max=5
+ self.x_labeled_nums=range(-3,6,1)
+ self.setup_axes(animate=True,scalee=0.6)
+ x_each_unit = self.x_axis_width / (self.x_max - self.x_min)
+ y_each_unit = self.y_axis_height / (self.y_max - self.y_min)
+ rightSideGraphs=[]
+ xmins=[0,0.25,0.65,0.9,1]
+ for i in range(5):
+ rightSideGraphs.append(self.get_graph(lambda x:self.func(x,i),x_min=xmins[i],x_max=5,color=GREEN))
+ rightSideGraphs.append(self.get_graph(lambda x:1/(1-(1/(2*x))),x_min=0.63,x_max=5,color=GREEN))
+
+ graphCoeff=[
+ TextMobject("$1$").scale(0.4).shift(self.graph_origin+x_each_unit*RIGHT*2+0.65*UP*y_each_unit*2+DOWN*y_each_unit*0.5).set_color(RED),
+ TextMobject("$1+\\frac { 1 }{ 2|z| }$").scale(0.4).shift(self.graph_origin+x_each_unit*RIGHT*2+UP*y_each_unit).set_color(RED),
+ TextMobject("$1+\\frac { 1 }{ 2|z| } +\\frac { 1 }{ { 2|z| }^{ 2 } } $").scale(0.4).shift(self.graph_origin+x_each_unit*RIGHT*2+UP*y_each_unit).set_color(RED),
+ TextMobject("$1+\\frac { 1 }{ 2|z| } +\\frac { 1 }{ { (2|z|) }^{ 2 } } +\\frac { 1 }{ { (2|z|) }^{ 3 } }$").scale(0.4).shift(self.graph_origin+x_each_unit*RIGHT*2+UP*y_each_unit).set_color(RED),
+ TextMobject("$1+\\frac { 1 }{ 2|z| } +\\frac { 1 }{ { (2|z|) }^{ 2 } } +\\frac { 1 }{ { (2|z|) }^{ 3 } } +\\frac { 1 }{ (2|z|)^{ 4 } } $").scale(0.4).shift(self.graph_origin+x_each_unit*RIGHT*2+UP*y_each_unit).set_color(RED),
+ TextMobject("$\\frac { 1 }{ (1-\\frac { 1 }{ 2z } ) } $").scale(0.4).shift(self.graph_origin+x_each_unit*RIGHT*2+UP*y_each_unit).set_color(RED)
+ ]
+
+ self.play(ReplacementTransform(twoDGraph[0],rightSideGraphs[0]),FadeIn(graphCoeff[0]))
+ self.wait(0.5)
+ self.play(FadeOut(rightSideGraphs[0]),ReplacementTransform(twoDGraph[1],rightSideGraphs[1]),ReplacementTransform(graphCoeff[0],graphCoeff[1]))
+ self.wait(0.5)
+ self.play(FadeOut(rightSideGraphs[1]),ReplacementTransform(twoDGraph[2],rightSideGraphs[2]),ReplacementTransform(graphCoeff[1],graphCoeff[2]))
+ self.wait(0.5)
+ self.play(FadeOut(rightSideGraphs[2]),ReplacementTransform(twoDGraph[3],rightSideGraphs[3]),ReplacementTransform(graphCoeff[2],graphCoeff[3]))
+ self.wait(0.5)
+ self.play(FadeOut(rightSideGraphs[3]),ReplacementTransform(twoDGraph[4],rightSideGraphs[4]),ReplacementTransform(graphCoeff[3],graphCoeff[4]))
+ self.wait(0.5)
+ self.play(FadeOut(rightSideGraphs[4]),ShowCreation(rightSideGraphs[5]),ReplacementTransform(graphCoeff[4],graphCoeff[5]))
+
+ self.wait(2)
+ # #self.play(FadeOut(self.axes),FadeOut(function),FadeOut(twoDGraph[0]),FadeOut(twoDGraph[1]),FadeOut(twoDGraph[2]))
+
+
+class graphCont(GraphScene,MovingCameraScene):
+ CONFIG = {
+ "x_min": -3,
+ "x_max": 5,
+ "y_min": -1,
+ "y_max": 5,
+ "graph_origin": 2*RIGHT+DOWN,
+ "function_color": RED,
+ "axes_color": BLUE,
+ "x_axis_label": "$|z|$",
+ "y_axis_label": "$|X(n)|$",
+ "x_labeled_nums": range(-3, 6, 1),
+ "x_axis_width": 6,
+ "y_axis_height": 5
+ }
+ def setup(self):
+ GraphScene.setup(self)
+ MovingCameraScene.setup(self)
+
+ def construct(self):
+ x_each_unit = self.x_axis_width / (self.x_max - self.x_min)
+ y_each_unit = self.y_axis_height / (self.y_max - self.y_min)
+
+ coeff=TextMobject("$\\frac { 1 }{ (1-\\frac { 1 }{ 2z } ) } $").scale(0.4).shift(self.graph_origin+x_each_unit*RIGHT*2+UP*y_each_unit).set_color(RED)
+ self.setup_axes(scalee=0.6)
+ graph=self.get_graph(lambda x:1/(1-(1/(2*x))),x_min=0.63,x_max=5,color=GREEN)
+
+ self.add(graph)
+ self.add(coeff)
+
+ self.play(ApplyMethod((self.axes).shift,3*LEFT),ApplyMethod(coeff.shift,3*LEFT),ApplyMethod(graph.shift,3*LEFT))
+ self.wait(1)
+
+ dashLine=DashedLine(start=self.graph_origin+3*LEFT+0.5*x_each_unit*RIGHT,end=self.graph_origin+3*LEFT+0.5*x_each_unit*RIGHT+y_each_unit*UP*5,color=YELLOW)
+ pt=TextMobject("0.5").scale(0.3).shift(self.graph_origin+3*LEFT+0.5*x_each_unit*RIGHT+DOWN*y_each_unit*0.3)
+ self.play(Write(dashLine))
+ self.play(Write(pt))
+ self.wait(0.6)
+ rectRegion=Rectangle(height=y_each_unit*5,width=x_each_unit*5,fill_color=WHITE,fill_opacity=0.3,opacity=0.3,color=BLACK).shift(1.6*RIGHT*x_each_unit+0.5*DOWN*y_each_unit+1.5*UP)
+ self.play(ShowCreation(rectRegion))
+ text=TextMobject("Region Of Convergence!").scale(0.4).shift(4.6*RIGHT+1.5*UP).set_color(GREEN)
+ self.play(FadeIn(text))
+ self.wait(2)