All Exams Test series for 1 year @ ₹349 only
Question

For a matrix $M = [m_{ij}]$; $i,j = 1,2,3,4$, the diagonal elements are all zero and $m_{ij} = -m_{ji}$.
The minimum number of elements required to fully specify the matrix is ______

The correct answer is
6

Solution: Minimum Elements for Skew-Symmetric Matrix

The question asks for the minimum number of elements required to uniquely define a 4x4 matrix ($n=4$) given two conditions:

  1. All diagonal elements are zero ($m_{ii} = 0$).
  2. The matrix is skew-symmetric ($m_{ij} = -m_{ji}$).

Matrix Properties Analysis

  • Matrix Size: The matrix $M$ is $4 \times 4$, meaning it has $n^2 = 4^2 = 16$ total elements.
  • Diagonal Elements ($m_{ii}$): The condition $m_{ii} = 0$ fixes all 4 diagonal elements ($m_{11}, m_{22}, m_{33}, m_{44}$) to zero. These do not need to be specified independently.
  • Off-Diagonal Elements ($m_{ij}, m_{ji}$ where $i \neq j$): There are $n^2 - n = 16 - 4 = 12$ off-diagonal elements. The skew-symmetric condition $m_{ij} = -m_{ji}$ links these elements in pairs. For instance, $m_{12}$ and $m_{21}$ are related by $m_{12} = -m_{21}$.

Calculating Required Elements

To fully specify the matrix, we only need to determine the values that are not fixed by the conditions.

  1. Diagonal elements: 0 elements need specification as they are all 0.
  2. Off-diagonal elements: There are 12 off-diagonal elements, forming $\frac{n^2 - n}{2}$ pairs. For $n=4$, there are $\frac{16 - 4}{2} = \frac{12}{2} = 6$ pairs.
  3. Since knowing one element in a skew-symmetric pair ($m_{ij}$) determines the other ($m_{ji} = -m_{ij}$), we only need to specify one element from each of the 6 pairs.
  4. Therefore, the minimum number of elements required is 6.

General Formula Application

The number of independent elements required for an $n \times n$ skew-symmetric matrix is given by the formula $\frac{n(n-1)}{2}$. Plugging in $n=4$: $ \frac{4(4-1)}{2} = \frac{4 \times 3}{2} = \frac{12}{2} = 6 $

Was this answer helpful?

Important Questions from Matrix Algebra

  1. Consider the system of equations: x + y = 2 and 2x + 2y = 5. This system has

  2. The standard ordered basis of R 3 is {e 1, e 2, e 3} Let T : R 3 → R 3 be the linear transformation such that T(e 1) = 7e 1- 5e 3, T (e 2) = -2e 2+ 9e 3, T(e 3) = e 1+ e 2+ e 3. The standard matrix of T is:

  3. The system of equations

    x + y + z = 6;

    x + 4y + 6z = 20;

    x + 4y + λz = μ

    has NO solution for values of λ and μ given by

  4. What is the transformation matrix M that transforms a square in the xy-plane defined by (1, 1) T, (-1, 1) T, (-1, -1) T and (1, -1) T to a parallelogram whose corresponding vertices are (2, 1) T, (0, 1) T, (-2, -1) T and (0, -1) T?

  5. If A = \( \left[\begin{array}{cc}0 & 1 \\ −1 & 0\end{array}\right]\)  and (aI 2  + bA)2  = A, then
Need Expert Advice?

Start Your Preparation with Prepp Mobile App

Download the app from Google Play & App Store
Download the app from Google Play & App Store
Prepp Mobile App