Math Problem Statement

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Which one of the given matrices has similar properties as the matrix B where b_{ij} = b_{ji}?

Solution

The problem asks to identify which one of the given matrices has similar properties as the matrix B=[bij]m×m\mathbf{B} = [b_{ij}]_{m \times m} where bij=bjib_{ij} = b_{ji}, meaning the matrix B\mathbf{B} is symmetric.

Matrix Symmetry

A matrix is symmetric if it is equal to its transpose, i.e., bij=bjib_{ij} = b_{ji} for all ii and jj. This means that the element at position (i,j)(i, j) is the same as the element at position (j,i)(j, i).

Analyzing the Given Matrices

  1. Matrix 1: 0 & -2 & 3 \\ -2 & 0 & 4 \\ 3 & 4 & 0 \end{pmatrix}$$ This matrix is symmetric because: $$\text{Transpose: } \begin{pmatrix} 0 & -2 & 3 \\ -2 & 0 & 4 \\ 3 & 4 & 0 \end{pmatrix} = \begin{pmatrix} 0 & -2 & 3 \\ -2 & 0 & 4 \\ 3 & 4 & 0 \end{pmatrix}$$
  2. Matrix 2: 0 & -2 & 3 \\ 2 & 0 & 4 \\ 3 & 4 & 0 \end{pmatrix}$$ This matrix is not symmetric because: $$\text{Transpose: } \begin{pmatrix} 0 & 2 & 3 \\ -2 & 0 & 4 \\ 3 & 4 & 0 \end{pmatrix} \neq \begin{pmatrix} 0 & -2 & 3 \\ 2 & 0 & 4 \\ 3 & 4 & 0 \end{pmatrix}$$
  3. Matrix 3: 1 & 2 & 3 \\ 2 & -1 & -4 \\ -3 & -4 & 1 \end{pmatrix}$$ This matrix is not symmetric because: $$\text{Transpose: } \begin{pmatrix} 1 & 2 & -3 \\ 2 & -1 & -4 \\ 3 & -4 & 1 \end{pmatrix} \neq \begin{pmatrix} 1 & 2 & 3 \\ 2 & -1 & -4 \\ -3 & -4 & 1 \end{pmatrix}$$
  4. Matrix 4: 2 & 1 & -2 \\ 1 & 1 & 2 \\ -2 & 2 & 4 \end{pmatrix}$$ This matrix is symmetric because: $$\text{Transpose: } \begin{pmatrix} 2 & 1 & -2 \\ 1 & 1 & 2 \\ -2 & 2 & 4 \end{pmatrix} = \begin{pmatrix} 2 & 1 & -2 \\ 1 & 1 & 2 \\ -2 & 2 & 4 \end{pmatrix}$$

Conclusion:

Matrices 1 and 4 are symmetric and therefore have similar properties as matrix B\mathbf{B}. Among the options given, both these matrices satisfy the condition bij=bjib_{ij} = b_{ji}.

Do you have any questions or need further details?

Related Questions:

  1. What is the general condition for a matrix to be symmetric?
  2. Can a non-square matrix be symmetric? Why or why not?
  3. How does symmetry in a matrix affect its eigenvalues?
  4. Can the product of two symmetric matrices be symmetric? Under what conditions?
  5. How is the symmetry of a matrix related to positive definiteness?

Tip:

To quickly check if a matrix is symmetric, compare the upper triangular part of the matrix with its lower triangular part.

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Math Problem Analysis

Mathematical Concepts

Matrix Algebra
Symmetric Matrices

Formulas

b_{ij} = b_{ji} for all i, j
Matrix Transpose

Theorems

Symmetric Matrix Theorem

Suitable Grade Level

Undergraduate Level