This presentation describes Matrices and Determinants in detail including all the relevant definitions with examples, various concepts and the practice problems.
For a system involving two variables (x and y), each linear equation determines a line on the xy-plane. Because a solution to a linear system must satisfy all of the equations, the solution set is the intersection of these lines, and is hence either a line, a single point, or the empty set
This presentation describes Matrices and Determinants in detail including all the relevant definitions with examples, various concepts and the practice problems.
For a system involving two variables (x and y), each linear equation determines a line on the xy-plane. Because a solution to a linear system must satisfy all of the equations, the solution set is the intersection of these lines, and is hence either a line, a single point, or the empty set
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This ppt is based on engineering maths.
the topis is Gauss jordan and gauss elimination method.
This ppt having one example of both method and having algorithm.
Application of definite integrals,we will explore some of the many application of definite integral by using it to calculate areas between two curves, volumes, length of curves, and several other application.
Gauss jordan and Guass elimination methodMeet Nayak
This ppt is based on engineering maths.
the topis is Gauss jordan and gauss elimination method.
This ppt having one example of both method and having algorithm.
Application of definite integrals,we will explore some of the many application of definite integral by using it to calculate areas between two curves, volumes, length of curves, and several other application.
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7.2 Systems of Linear Equations - Three Variablessmiller5
* Solve systems of three equations in three variables.
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I made this presentation for my own college assignment and i had referred contents from websites and other presentations and made it presentable and reasonable hope you will like it!!!
This the presentation prepared by SIDI DILER the student of CIVIL ENGINEERING at Government Engineering College BHUJ under the fulfillment of the Progressive Assessment component of the Course of Vector Calculus and Linear Algebra with code 2110015.
This presentation will be very helpful to learn about system of linear equations, and solving the system.It includes common terms related with the lesson and using of Cramer's rule.
Please download the PPT first and then navigate through slide with mouse clicks.
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Model Attribute Check Company Auto PropertyCeline George
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The Roman Empire A Historical Colossus.pdfkaushalkr1407
The Roman Empire, a vast and enduring power, stands as one of history's most remarkable civilizations, leaving an indelible imprint on the world. It emerged from the Roman Republic, transitioning into an imperial powerhouse under the leadership of Augustus Caesar in 27 BCE. This transformation marked the beginning of an era defined by unprecedented territorial expansion, architectural marvels, and profound cultural influence.
The empire's roots lie in the city of Rome, founded, according to legend, by Romulus in 753 BCE. Over centuries, Rome evolved from a small settlement to a formidable republic, characterized by a complex political system with elected officials and checks on power. However, internal strife, class conflicts, and military ambitions paved the way for the end of the Republic. Julius Caesar’s dictatorship and subsequent assassination in 44 BCE created a power vacuum, leading to a civil war. Octavian, later Augustus, emerged victorious, heralding the Roman Empire’s birth.
Under Augustus, the empire experienced the Pax Romana, a 200-year period of relative peace and stability. Augustus reformed the military, established efficient administrative systems, and initiated grand construction projects. The empire's borders expanded, encompassing territories from Britain to Egypt and from Spain to the Euphrates. Roman legions, renowned for their discipline and engineering prowess, secured and maintained these vast territories, building roads, fortifications, and cities that facilitated control and integration.
The Roman Empire’s society was hierarchical, with a rigid class system. At the top were the patricians, wealthy elites who held significant political power. Below them were the plebeians, free citizens with limited political influence, and the vast numbers of slaves who formed the backbone of the economy. The family unit was central, governed by the paterfamilias, the male head who held absolute authority.
Culturally, the Romans were eclectic, absorbing and adapting elements from the civilizations they encountered, particularly the Greeks. Roman art, literature, and philosophy reflected this synthesis, creating a rich cultural tapestry. Latin, the Roman language, became the lingua franca of the Western world, influencing numerous modern languages.
Roman architecture and engineering achievements were monumental. They perfected the arch, vault, and dome, constructing enduring structures like the Colosseum, Pantheon, and aqueducts. These engineering marvels not only showcased Roman ingenuity but also served practical purposes, from public entertainment to water supply.
3. INTRODUCTION
Suppose that we have a square system
with n equation in the same number of
variables ( ). Then the
solution of the system has the
following cases.
1) If the system has non-zero
coefficient determinant D=det(A),
then the system has unique solution
and this solution is of the form
nxxx ,......., 21
,,.......,,
D
D
x
D
D
x
D
D
x n
n 2
2
1
1
iD
th
i nbbb ,.....,, 21
4. a) if at least one of Di is non-zero then
the system has no solution
b) if all Di‘s are zero, then the system
has infinite number of solutions.
In this case,
if the given system is homogeneous;
that is, right hand side is zero
then we have ffollowing possibilities of
its solution.
2) If the system has zero coefficient
determinant D=det(A) , then we have
two possibilities as discussed below.
5.
6. EXAMPLE : 1
Find the solution of the system
Solution :
In matrix form, the given system of
equations can be written as Ax=b,
where
74
63
52
zyx
zyx
zyx
7
6
5
,,
411
113
121
b
z
y
x
xA
7. Here , matrix A is a square matrix of order
3, so Cramer’s rule can be applied Now,
411
113
121
||)det( AAD
)4(1)11(2)5(1
023
)13(1)112(2)14(1
Therefore, the system has unique solution.
For finding unique solution, let us first find
D1,D2 and D3 it can be easily verified that
)76(1)724(2)14(5
417
116
125
1 D
46
)13(1)17(2)5(5
8. EXAMPLE : 2
Find the solution of the system
7242
532
32
zyx
zyx
zyx
Solution :
In matrix form, the given system of
equations can be written as Ax=b,
where
7
5
3
,,
242
312
121
b
z
y
x
xA
10. Here , matrix A is a square matrix of order
3, so Cramer’s rule can be applied Now,
)28(1)64(2)122(1
242
312
121
|| AD
6)2(210
0
Therefore, either the system has no
solution or infinite number of solution. Let
us check for it.
)720(1)2110(2)122(3
247
315
123
1 D
13)11(2)10(3
05
Therefore, the system has no solution as at
least one Di, i=1,2,3 is nonzero.
11. EXAMPLE : 3
Find the solution of the system
24987
15654
632
zyx
zyx
zyx
Solution :
In matrix form, the given system of
equations can be written as Ax=b,
where
24
15
6
,,
987
654
321
b
z
y
x
xA
12. Here , matrix A is a square matrix of order
3, so Cramer’s rule can be applied Now,
)3532(3)4236(2)4845(1
987
654
321
|| AD
)3(3)6(23
0
Also,
)120120(3)144135(2)4845(6
9824
6515
326
1 D
0
)0(3)9(2)3(6
14. Therefore, þ(A)=2
Omitting m-r = 3-2 = 1
Considering n-r = 3-2 = 1 variable as
arbitary, the remaining system becomes
xzy
xzy
41565
632
Where x is arbitary
Now ,
31512
65
32
D
96)415(3)636(
6415
36
1
xxx
x
x
D
xxx
x
x
D 3)6(5)415(2
4155
62
1