If every minor of order r of a matrix A is zero, then rank of A is

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Understand the Problem

The question is asking what the rank of a matrix A is when every minor of order r is zero, exploring the relationship between minors and matrix rank.

Answer

The rank of $A$ is less than $r$.
Answer for screen readers

The rank of $A$ is less than $r$.

Steps to Solve

  1. Understanding the rank and minors relationship

The rank of a matrix is defined as the maximum order of its non-zero minors. In this case, we know that every minor of order $r$ is zero.

  1. Implication of zero minors

If every minor of order $r$ is zero, it indicates that there are no $r \times r$ submatrices with a non-zero determinant. This directly suggests that the rank of the matrix must be less than $r$.

  1. Conclusion about the rank

Since the rank is defined as the maximum size of the non-zero minors, and all minors of order $r$ are zero, we conclude:

$$ \text{Rank}(A) < r $$

The rank of $A$ is less than $r$.

More Information

This result is a fundamental theorem in linear algebra. It shows that the presence of zero minors indicates a limitation in the linear independence of the rows or columns associated with those minors, confirming that the rank cannot reach $r$ when all such minors are zero.

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