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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.
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