Math Problem Statement

Assume that an economy is based on three industrial​ sectors, agriculture​ (A), building​ (B), and energy​ (E). The technology matrix​ M, and demand matrix D​ (in billions of​ dollars), are shown below. Also shown below is the inverse of

Iminus−​M,

where I is the identity matrix.

Start 3 By 1 Matrix 1st Row 1st Column font size decreased by 1 font size decreased by 1 font size decreased by 1 font size increased by 1 Upper A 2nd Row 1st Column font size decreased by 1 font size decreased by 1 font size decreased by 1 font size increased by 1 Upper B 3rd Row 1st Column font size decreased by 1 font size decreased by 1 font size decreased by 1 font size increased by 1 Upper E EndMatrix ModifyingAbove left bracket Start 3 By 1 Matrix 1st Row 1st Column 0.7 2nd Row 1st Column 0.1 3rd Row 1st Column 0.1 EndMatrix With Upper A ModifyingAbove Start 3 By 1 Matrix 1st Row 1st Column 0.2 2nd Row 1st Column 0.6 3rd Row 1st Column 0.1 EndMatrix With Upper B ModifyingAbove Start 3 By 1 Matrix 1st Row 1st Column 0.0 2nd Row 1st Column 0.2 3rd Row 1st Column 0.4 EndMatrix right bracket With Upper E

A

B

E

 A

0.7

0.1

0.1

B

0.2

0.6

0.1

E

0.0

0.2

0.4

Mequals=

Dequals=

left bracket Start 3 By 1 Matrix 1st Row 1st Column 50 2nd Row 1st Column 38 3rd Row 1st Column 32 EndMatrix right bracket

50

38

32

left parenthesis Upper I minus Upper M right parenthesis Superscript negative 1(I−M)−1equals=

left bracket Start 3 By 3 Matrix 1st Row 1st Column 4.4 2nd Column 2.4 3rd Column 0.8 2nd Row 1st Column 1.6 2nd Column 3.6 3rd Column 1.2 3rd Row 1st Column 1 2nd Column 1 3rd Column 2 EndMatrix right bracket

4.4

2.4

0.8

1.6

3.6

1.2

1

1

2

Find the output for each of the three​ sectors,

Upper XX.

Question content area bottom

Part 1

Xequals=enter your response here

​(Simplify your​ answer.)

Solution

To find the output for each sector XX in this economy, we can use the formula:

X=(IM)1DX = (I - M)^{-1} \cdot D

where:

  • (IM)1(I - M)^{-1} is the inverse matrix provided,
  • DD is the demand matrix.

Given Data:

  1. The inverse matrix (IM)1(I - M)^{-1} is: 4.4 & 2.4 & 0.8 \\ 1.6 & 3.6 & 1.2 \\ 1 & 1 & 2 \\ \end{bmatrix}$$
  2. The demand matrix DD is: 50 \\ 38 \\ 32 \\ \end{bmatrix}$$

Solution:

To find XX, multiply (IM)1(I - M)^{-1} by DD: X=[4.42.40.81.63.61.2112][503832]X = \begin{bmatrix} 4.4 & 2.4 & 0.8 \\ 1.6 & 3.6 & 1.2 \\ 1 & 1 & 2 \end{bmatrix} \cdot \begin{bmatrix} 50 \\ 38 \\ 32 \end{bmatrix}

Carrying out this matrix multiplication:

Calculations

  1. For XAX_A: XA=(4.4×50)+(2.4×38)+(0.8×32)X_A = (4.4 \times 50) + (2.4 \times 38) + (0.8 \times 32)

  2. For XBX_B: XB=(1.6×50)+(3.6×38)+(1.2×32)X_B = (1.6 \times 50) + (3.6 \times 38) + (1.2 \times 32)

  3. For XEX_E: XE=(1×50)+(1×38)+(2×32)X_E = (1 \times 50) + (1 \times 38) + (2 \times 32)

Let's compute these values:

  1. XA=220+91.2+25.6=336.8X_A = 220 + 91.2 + 25.6 = 336.8
  2. XB=80+136.8+38.4=255.2X_B = 80 + 136.8 + 38.4 = 255.2
  3. XE=50+38+64=152X_E = 50 + 38 + 64 = 152

Final Answer:

X=[336.8255.2152]X = \begin{bmatrix} 336.8 \\ 255.2 \\ 152 \end{bmatrix}

Thus, the output for each sector is approximately:

  • XA336.8X_A \approx 336.8 billion dollars
  • XB255.2X_B \approx 255.2 billion dollars
  • XE152X_E \approx 152 billion dollars

Would you like additional clarification on any step?


Related Questions

  1. What would the output be if the demand increased by 10% in each sector?
  2. How would the outputs change if the technology matrix MM were slightly altered?
  3. What is the significance of each element in the inverse matrix (IM)1(I - M)^{-1}?
  4. How would the results differ if there was an additional sector introduced?
  5. What does each sector's output indicate about its dependency on demand?

Tip:

In economic models, the inverse matrix (IM)1(I - M)^{-1} can reveal how changes in demand impact total output in each sector.

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Math Problem Analysis

Mathematical Concepts

Matrix Operations
Linear Algebra
Economic Modeling

Formulas

X = (I - M)^{-1} * D

Theorems

Matrix Inversion

Suitable Grade Level

College Level (Economics or Advanced Math)