Matrix Operations and Applications

Jul 11, 2024

Concept of Matrices and Calculations

Introduction

  • Matrix: This is a rectangular arrangement of numbers, organized in rows and columns.
  • Order: The order of the matrix is determined by the number of rows and columns. For example, 3x4 means 3 rows and 4 columns.

Matrix Addition

  • Matrices can be added if their orders are the same.
  • Example: To add two matrices C and D, add each of their corresponding elements.

Matrix Subtraction

  • Just like addition, the orders need to be the same for subtraction as well.
  • Subtract the corresponding elements.

Matrix Multiplication

  • Important: Matrix multiplication is possible only when the number of columns in the first matrix is equal to the number of rows in the second matrix.
  • Multiplication process: Multiply each element and take their sum.
  • Example: A (3x2) and B (2x3)
    A = [a, b]
        [c, d]
        [e, f]
    B = [g, h, i]
        [j, k, l]
    
    Result = A.B
    

Determinant

  • The scalar value of a square matrix
  • Method to solve it: Special techniques for 2x2, 3x3 matrices.

Industry's Input-Output Model

  • Definition: The internal and external use of products in different industries.
  • Example: The production of the electricity industry and its usage in other industries.
  • Matrix Transformation:
    • Producer and consumer-related calculations
    • General Input-Output Model: Ax = b
    • Unit Production Calculation: Based on the coefficient for each element.

Equilibrium Price and Total Value Addition

  • Example:
    • Calculation of Gross Output: Determining the total production value
    • Total Value Addition: Considering payments to labor and other value-added factors

Conclusion

  • All these concepts are about the fundamental usage of matrices and their calculations.
  • Practice more and prepare for the quiz in the upcoming lecture.