Linear Combination - Linear Algebra - Solved Exam, Exams of Linear Algebra

These are the notes of Solved Exam of Linear Algebra which includes General Solution, Linear Systems, Homogeneous System, Solution Sets, Particular Solution, Nonhomogeneous, Coefficient Matrix etc. Key important points are: Linear Combination, Determine, Vector Equation, Augmented Matrix, Reduced, Echelon Form, Solution, General Solution, Linear, Example

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MT210 QUIZ 2
İLKER S. YÜCE
FEBRUARY 8, 2011
Surname, Name:
QUESTION 1. §1.3 VECTOR EQUATIONS
Determine if bis a linear combination of a1,a2and a3. If it is, find the
weights c1, c2, c3so that c1a1+c2a2+c3a3=b.
b=
2
1
3
,a1=
1
2
0
,a2=
0
1
1
,a3=
5
6
4
ANSWER 1.
We need to determine if the vector equation x1a1+x2a2+x3a3=bhas a
solution. We consider the augmented matrix [a1a2a3b]and find its reduced
echelon form.
1 0 5 2
2 1 61
0 1 4 3
2R1+R2R2
//
1 0 5 2
0 1 4 3
0 1 4 3
1 0 5 2
0 1 4 3
0 1 4 3
(1)R2+R3R3
//
1 0 5 2
0 1 4 3
0 0 0 0
We see that
General Soluti on =
c1= 2 5c3,
c2= 3 4c3,
c3is f ree .
Since the vector equation has a solution, bcan be written as a linear combi-
nation of a1,a2and a3. For example, if c3= 0, then c2= 3 and c1= 2.
1

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MT210 QUIZ 2

İLKER S. YÜCE

FEBRUARY 8, 2011

Surname, Name:

QUESTION 1. §1.3 VECTOR EQUATIONS

Determine if b is a linear combination of a 1 , a 2 and a 3. If it is, find the weights c 1 , c 2 , c 3 so that c 1 a 1 + c 2 a 2 + c 3 a 3 = b.

b =

 (^) , a 1 =

 (^) , a 2 =

 (^) , a 3 =

ANSWER 1.

We need to determine if the vector equation x 1 a 1 + x 2 a 2 + x 3 a 3 = b has a solution. We consider the augmented matrix [a 1 a 2 a 3 b] and find its reduced echelon form.  

 2 R^1 + R^2 ↔R //^2

 ( − 1) R^2 + R^3 ↔ // R^3

We see that

General Solution =

c 1 = 2 5 c 3 , c 2 = 3 4 c 3 , c 3 is free.

Since the vector equation has a solution, b can be written as a linear combi- nation of a 1 , a 2 and a 3. For example, if c 3 = 0, then c 2 = 3 and c 1 = 2.