SlideShare ist ein Scribd-Unternehmen logo
1 von 33
East West University
PRESENTATION
GROUP 3
COURSE CODE: MAT205
COURSE TITLE: LINEAR
ALGEBRA AND COMPLEX
VARIABLES
SECTION: 3
1
Group 3 Members
NAME: MD. RIAZUL ISLAM
ID: 2016-1-80-028
NAME: UTHPOL KISOR MITHU
ID: 2016-2-55-009
NAME: PRANTO SAHA UTTSOB
ID: 2016-2-80-019
NAME: ABU MD.MAHIR HASSAN
ID: 2016-1-55-012
NAME: KM. RAKIBUR RAHMAN
ID: 2015-2-53-032
2
Introduction
This presentation is mainly
about to let us all know that
the application of linear
algebra in the field of
electrical circuits.
3
What is Linear Algebra?
Linear algebra is the branch of mathematics
concerning vector spaces and linear mappings
between such spaces.
4
Electrical circuits
 Electrical Circuit is nothing but just a combination resistor,
capacitor, inductor, diodes, etc. including some logic gates.
 Each component has its own specification.
 And through which we get to know what currents and
voltages are.
 An electrical circuit is a path in which electrons from a
voltage or current flows.
5
Basic Electrical Circuits
6
7
Electrical
Circuit
Components
8
Linear Algebra in Linear Circuits
 Linear algebra most apparently uses by electrical engineers.
 When ever there is system of linear equation arises the
concept of linear algebra.
 Various electrical circuits solution like Kirchhoff's law, Ohms
law are conceptually arise linear algebra.
9
Internal Linear Circuit In Mobile
phone
10
11
After Using Nodal analysis We get the following 4 equations
Again After simplifying the following equations we get,
380V1-150V2= 555
55V1-118V2+55V3= 0
15V2-380V3+15V4= 0
5V1+10V3-24V4= 0
12

















0
24
10
0
5
0
15
380
15
0
0
0
55
118
55
555
0
0
150
380
augment















0
8
.
4
2
0
1
0
15
380
15
0
0
0
55
118
55
4473
.
1
0
0
3947
.
0
1

















4473
.
1
8
.
4
2
3947
.
0
0
0
15
380
15
0
0
0
55
71
.
139
0
4473
.
1
0
0
3947
.
0
1
R1’=R1/380 &
R4’=R4/5
R2’=R2-55*R1 & R4’=R4-R1
13















66
.
3
16
.
12
36
.
4
0
0
0
1
93
.
24
0
0
0
0
3936
.
0
1
0
4473
.
1
0
0
3947
.
0
1















83
.
0
78
.
2
1
0
0
0
04
.
0
1
0
0
0
0
3936
.
0
1
0
4473
.
1
0
0
3947
.
0
1
R2’=R2/-139.71 ; R3’=R3/15
& R4’=R4/-0.3947
R3’=R3-R2 & R4’=R4-R2
R3’=R3/-24.93 &
R4’=R4/4.36















66
.
3
16
.
12
06
.
5
1
0
0
1
33
.
25
1
0
0
0
3936
.
0
1
0
4473
.
1
0
0
3947
.
0
1
14














83
.
0
74
.
2
0
0
0
0
04
.
0
1
0
0
0
0
3936
.
0
1
0
4473
.
1
0
0
3947
.
0
1
R4’= R4+R3
Now Backward Substituting the Equation from
Augment matrix we get .. .. . . .. . . .
V4= 0.3029 Volt
V3=0.04967 Volt
V2=0.8626 Volt
V1=1.8010 Volt
15
Now we have found the lower voltage as
we need for our external device(Flash light;
Camera; Speaker or any other else) of
mobile phone .For doing these we had
some linear equations and we already have
solved them using Gaussian Elimination
method. That is the applicable relation with
Linear Algebra in Circuit of mobile phone.
16
What is Drone?
17
This is a Drone 18
Internal Linear Circuit In
Drones
19
CIRCUIT DIAGRAM 20
FINDING NODE EQUATIONS
NODE EQUATIONS:
For Node V1:
(V1-8)/2 + V1/3 + V1/4 + (V1-V2)/2 = 0
For Node V2:
(V2-V1)/2 + V2/3 + (V2-V3)/2 = 0
For Node V3:
(V3-V2)/2 + V3/3 + (V3-V4)/2 = 0
For Node V4:
(V4-V3)/2 + V4/3 +V4/5 + (V4-8)/2=0
21
So, the equation becomes,
19V1-6V2 = 48
-3V1+8V2-3V3 = 0
-3V2 + 8V3-3V4 = 0
-15V3+46V4 = 120
22
Finding Node Voltages Using Cramer’s Rule
The equation becomes, 19V1-6V2 = 48
-3V1+8V2-3V3 = 0
-3V2 + 8V3-3V4 = 0
-15V3+46V4 = 120
 Let,
A =


















46
15
0
0
3
8
3
0
0
3
8
3
0
0
6
19
A1=

















46
15
0
120
3
8
3
0
0
3
8
0
0
0
6
48
A2 =
















46
15
120
0
3
8
0
0
0
3
0
3
0
0
48
19
A3=
















46
120
0
0
3
0
3
0
0
0
8
3
0
48
6
19
A4=

















120
15
0
0
0
8
3
0
0
3
8
3
48
0
6
19
23
NOW,
V1=
|𝑨𝟏|
|𝑨|
=
𝟏𝟏𝟎𝟔𝟒𝟎
𝟑𝟓𝟒𝟏𝟔
=3.1240 V
V2=
|𝑨𝟐|
|𝑨|
=
𝟔𝟕𝟎𝟑𝟐
𝟑𝟓𝟒𝟏𝟔
=1.8927 V
V3=
|𝑨𝟑|
|𝑨|
=
𝟔𝟖𝟏𝟏𝟐
𝟑𝟓𝟒𝟏𝟔
=1.8949 V
V4=
|𝑨𝟒|
|𝑨|
=
𝟏𝟏𝟒𝟔𝟎𝟎
𝟑𝟓𝟒𝟏𝟔
=3.2358 V
24
CRAMER’S RULE
 An explicit formula for the solution of a system of linear equations
with as many equations as unknowns, valid whenever the system
has a unique solution.
 Expresses the solution in terms of the determinants of the square
matrix and of matrices obtained from it by replacing one column
by the vector of right-hand-sides of the equations.
25
APPLICATION
 If the network is complex, the number of equation
(unknowns) increase. In such case, the solution of
simultaneous equations can be obtained by Cramer's Rule
for determinants.
 We can apply this application to solve Kirchhoff's voltage
law and determine the value of current flowing through
different branches.
26
EXAMPLE
 Apply Kirchhoff's current law and voltage law to the circuit and
Indicate the various branch currents (I1 & I2).
27
Applying KVL in loop 1 : A-B-E-F-A.,
- 15 i1 + 20 i2 + 50 = 0 ...........(1)
And for loop 2 : B-C-D-E-B.,
-30 (i1 - i2 ) - 100 + 20 i2 = 0 ............(2)
Rewriting all the equations, taking constants on one side.
15 i1 + 20 i2 = 50 …......(3)
- 30 i1 + 50 i2 = 100 ........(4)
28
I1=D1/D= 500/1350 = 0.37 A
I2= D2/D = 3000/1350 = 2.22 A
∴ I1 = 0.37 A and I2 = 2.22 A
29
BENEFIT TO USE LINEAR ALGEBRA IN LINEAR CIRCUIT
 In the linear circuit there are lots of node voltages ,
which we need to know .If we express them by linear
equation then the finding result become much easier.
 It can also be used to find the result of mesh current
by using linear equation.
30
Complicated non-linear circuit
31
Limitations
The equations become for each passive component i(c)= 𝒊(𝒕) 𝒅𝒕 +i(0)
v(C)=C
𝒅𝒗
𝒅𝒕
these are the differentiate and integral equation so they are not linear as we see …
If we also try to convert them in phasor domain then they become
v(L)=i(L)jѠL
v(C)=i(L)
𝟏
𝒋Ѡ𝑪
here we also see that there are some complex entry.
Because j= −𝟏
That’s why these complicated capacitor and inductive Circuit cannot be solved by
using of the method of Linear Algebra.So this is the simple Limitation of relation
between Linear algebra and non-Linear Circuit.
32
Thank you all……….
Are there any question?
33

Weitere ähnliche Inhalte

Ähnlich wie Linear Algebra and Complex Variables

2 port network
2 port network2 port network
2 port networkmihir jain
 
2portnetwork-150303092056-conversion-gate01
2portnetwork-150303092056-conversion-gate012portnetwork-150303092056-conversion-gate01
2portnetwork-150303092056-conversion-gate01brijeshtimaniya
 
Chapter 4 Transmission.ppt
Chapter 4 Transmission.pptChapter 4 Transmission.ppt
Chapter 4 Transmission.pptLiewChiaPing
 
EC8351-Electronic Circuits-I study material.pdf
EC8351-Electronic Circuits-I study material.pdfEC8351-Electronic Circuits-I study material.pdf
EC8351-Electronic Circuits-I study material.pdfRajaSekaran923497
 
Engr2200 lab manual_lab2_
Engr2200 lab manual_lab2_Engr2200 lab manual_lab2_
Engr2200 lab manual_lab2_Mherub Ahsan
 
Low Power CMOS Analog Multiplier
Low Power CMOS Analog MultiplierLow Power CMOS Analog Multiplier
Low Power CMOS Analog MultiplierIJERA Editor
 
Electrical Design Package
Electrical Design PackageElectrical Design Package
Electrical Design PackageDante Moore
 
2. Nodal Analysis Complete.pdf
2. Nodal Analysis Complete.pdf2. Nodal Analysis Complete.pdf
2. Nodal Analysis Complete.pdfNirmalCTEVT
 
Power power electronics (solution manual) by M.H.Rashid.pdf
Power power electronics (solution manual) by M.H.Rashid.pdfPower power electronics (solution manual) by M.H.Rashid.pdf
Power power electronics (solution manual) by M.H.Rashid.pdfGabrielRodriguez171709
 
Electric Circuit - Lecture 04
Electric Circuit - Lecture 04Electric Circuit - Lecture 04
Electric Circuit - Lecture 04Hassaan Rahman
 
L 05(gdr)(et) ((ee)nptel)
L 05(gdr)(et) ((ee)nptel)L 05(gdr)(et) ((ee)nptel)
L 05(gdr)(et) ((ee)nptel)Pradeep Godara
 
Chapterhj jkhjhjhjh kjhjhjhljh jhkjhjhgftf rdrd
Chapterhj jkhjhjhjh kjhjhjhljh jhkjhjhgftf rdrdChapterhj jkhjhjhjh kjhjhjhljh jhkjhjhgftf rdrd
Chapterhj jkhjhjhjh kjhjhjhljh jhkjhjhgftf rdrdLuisAngelLugoCuevas
 
Chapter 03
Chapter 03Chapter 03
Chapter 03Tha Mike
 
Design and Implementation of Schmitt Trigger using Operational Amplifier
Design and Implementation of Schmitt Trigger using Operational AmplifierDesign and Implementation of Schmitt Trigger using Operational Amplifier
Design and Implementation of Schmitt Trigger using Operational AmplifierIJERA Editor
 

Ähnlich wie Linear Algebra and Complex Variables (20)

2 port network
2 port network2 port network
2 port network
 
2portnetwork-150303092056-conversion-gate01
2portnetwork-150303092056-conversion-gate012portnetwork-150303092056-conversion-gate01
2portnetwork-150303092056-conversion-gate01
 
Chapter 4 Transmission.ppt
Chapter 4 Transmission.pptChapter 4 Transmission.ppt
Chapter 4 Transmission.ppt
 
circuit theory.pptx
 circuit theory.pptx circuit theory.pptx
circuit theory.pptx
 
Report_AKbar_PDF
Report_AKbar_PDFReport_AKbar_PDF
Report_AKbar_PDF
 
EC8351-Electronic Circuits-I study material.pdf
EC8351-Electronic Circuits-I study material.pdfEC8351-Electronic Circuits-I study material.pdf
EC8351-Electronic Circuits-I study material.pdf
 
Chapter 2
Chapter  2Chapter  2
Chapter 2
 
Chapter 2
Chapter  2Chapter  2
Chapter 2
 
Engr2200 lab manual_lab2_
Engr2200 lab manual_lab2_Engr2200 lab manual_lab2_
Engr2200 lab manual_lab2_
 
Lab report 2
Lab report 2Lab report 2
Lab report 2
 
Low Power CMOS Analog Multiplier
Low Power CMOS Analog MultiplierLow Power CMOS Analog Multiplier
Low Power CMOS Analog Multiplier
 
Electrical Design Package
Electrical Design PackageElectrical Design Package
Electrical Design Package
 
2. Nodal Analysis Complete.pdf
2. Nodal Analysis Complete.pdf2. Nodal Analysis Complete.pdf
2. Nodal Analysis Complete.pdf
 
Power power electronics (solution manual) by M.H.Rashid.pdf
Power power electronics (solution manual) by M.H.Rashid.pdfPower power electronics (solution manual) by M.H.Rashid.pdf
Power power electronics (solution manual) by M.H.Rashid.pdf
 
4 kirchoff law
4   kirchoff law4   kirchoff law
4 kirchoff law
 
Electric Circuit - Lecture 04
Electric Circuit - Lecture 04Electric Circuit - Lecture 04
Electric Circuit - Lecture 04
 
L 05(gdr)(et) ((ee)nptel)
L 05(gdr)(et) ((ee)nptel)L 05(gdr)(et) ((ee)nptel)
L 05(gdr)(et) ((ee)nptel)
 
Chapterhj jkhjhjhjh kjhjhjhljh jhkjhjhgftf rdrd
Chapterhj jkhjhjhjh kjhjhjhljh jhkjhjhgftf rdrdChapterhj jkhjhjhjh kjhjhjhljh jhkjhjhgftf rdrd
Chapterhj jkhjhjhjh kjhjhjhljh jhkjhjhgftf rdrd
 
Chapter 03
Chapter 03Chapter 03
Chapter 03
 
Design and Implementation of Schmitt Trigger using Operational Amplifier
Design and Implementation of Schmitt Trigger using Operational AmplifierDesign and Implementation of Schmitt Trigger using Operational Amplifier
Design and Implementation of Schmitt Trigger using Operational Amplifier
 

Kürzlich hochgeladen

SOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning PresentationSOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning Presentationcamerronhm
 
Google Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptxGoogle Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptxDr. Sarita Anand
 
Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Jisc
 
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptxOn_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptxPooja Bhuva
 
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...Pooja Bhuva
 
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptxMaritesTamaniVerdade
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.MaryamAhmad92
 
How to setup Pycharm environment for Odoo 17.pptx
How to setup Pycharm environment for Odoo 17.pptxHow to setup Pycharm environment for Odoo 17.pptx
How to setup Pycharm environment for Odoo 17.pptxCeline George
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfAdmir Softic
 
FSB Advising Checklist - Orientation 2024
FSB Advising Checklist - Orientation 2024FSB Advising Checklist - Orientation 2024
FSB Advising Checklist - Orientation 2024Elizabeth Walsh
 
Wellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptxWellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptxJisc
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibitjbellavia9
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...Nguyen Thanh Tu Collection
 
General Principles of Intellectual Property: Concepts of Intellectual Proper...
General Principles of Intellectual Property: Concepts of Intellectual  Proper...General Principles of Intellectual Property: Concepts of Intellectual  Proper...
General Principles of Intellectual Property: Concepts of Intellectual Proper...Poonam Aher Patil
 
Python Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docxPython Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docxRamakrishna Reddy Bijjam
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsMebane Rash
 
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...ZurliaSoop
 
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...Pooja Bhuva
 
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdfUGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdfNirmal Dwivedi
 
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...Nguyen Thanh Tu Collection
 

Kürzlich hochgeladen (20)

SOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning PresentationSOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning Presentation
 
Google Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptxGoogle Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptx
 
Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)
 
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptxOn_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
 
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
 
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.
 
How to setup Pycharm environment for Odoo 17.pptx
How to setup Pycharm environment for Odoo 17.pptxHow to setup Pycharm environment for Odoo 17.pptx
How to setup Pycharm environment for Odoo 17.pptx
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdf
 
FSB Advising Checklist - Orientation 2024
FSB Advising Checklist - Orientation 2024FSB Advising Checklist - Orientation 2024
FSB Advising Checklist - Orientation 2024
 
Wellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptxWellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptx
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibit
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
 
General Principles of Intellectual Property: Concepts of Intellectual Proper...
General Principles of Intellectual Property: Concepts of Intellectual  Proper...General Principles of Intellectual Property: Concepts of Intellectual  Proper...
General Principles of Intellectual Property: Concepts of Intellectual Proper...
 
Python Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docxPython Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docx
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan Fellows
 
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
 
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
 
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdfUGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
 
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
 

Linear Algebra and Complex Variables