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Understanding Matrices and Scalar Multiplication

Aug 20, 2024

Matrices and Scalar Multiplication

Key Concepts

  • Scalar: A real number used to multiply each entry of a matrix.
  • Matrix: A rectangular array of numbers arranged in rows and columns.

Multiplying a Matrix by a Scalar

  • Process involves multiplying each entry of the matrix by a real number (scalar).
  • Example: Given a matrix C and scalar -1/2, distribute the scalar to each element of C.
    • Maintain positive and negative signs during multiplication.

Example 1: -1/2 * Matrix C*

  • Multiply -1/2 with each entry in matrix C.
  • Resulting entries:
    • Negative 3/2
    • Negative 3
    • Positive 9/2
    • Negative 5/2
    • Negative 7/2
    • Positive 1/2

Operations Involving Multiple Matrices

  • Discusses the operation of -6B + 7A.
  • Requirement: Matrices A and B must be of the same size for addition.
    • Both are 2x2 matrices in this example.

Example 2: -6B + 7A

  • Step 1: Distribute scalars to corresponding matrices.

    • Multiply each entry of matrix B by -6.
    • Multiply each entry of matrix A by 7.
  • Step 2: Simplify each entry of the matrices before adding.

    • Matrix B entries:
      • Negative 6, 66, -18y, -108
    • Matrix A entries:
      • Negative 14, 28x, 7y, 56
  • Step 3: Add corresponding entries to get the resulting matrix.

    • Resulting matrix entries:
      • Negative 20
      • 28x + 66
      • Negative 11y
      • Negative 52
  • Note: Parentheses can be used around the sum entries for clarity.

Conclusion

  • Scalar multiplication involves straightforward arithmetic applied to each matrix entry.
  • Ensure matrices are of the same size when performing operations involving multiple matrices.