Math Problem Statement
Let A be a matrix ([[1,2,3,4,5],[0,0,a,6,7],[0,0,0,b,8]]). Find a and b such that rank = 2
Solution
To ensure that the matrix has a rank of 2, we need to ensure that:
- There are two linearly independent rows.
- The third row must be linearly dependent on the first two rows.
For a matrix to have rank 2, the third row (in this case, ) should be a linear combination of the first two rows.
Step 1: Analyze the third row conditions
The elements in the third row that determine linear independence are and . For the third row to be dependent on the first two rows, we must set . If , then the third row is , which is not a pivot row, hence making the matrix rank 2.
Step 2: Setting conditions for
The element must not introduce a new pivot in the second row that would increase the rank of the matrix. Therefore, we can set .
Solution
To satisfy the condition that the matrix has a rank of 2, set:
The resulting matrix is:
With these values of and , the matrix has a rank of 2.
Would you like more details on any step, or have any questions?
Here are some related questions to explore:
- What would be the rank of the matrix if and were nonzero?
- How do you determine if rows are linearly dependent in a matrix?
- What is the general approach for finding the rank of a matrix?
- Can the rank of a matrix change if we add a row or column?
- How does the rank of a matrix affect solutions to a system of linear equations?
Tip: For matrices with parameters, you can often set specific entries to zero to control linear independence and determine rank.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Matrix Rank
Linear Independence
Row Reduction
Formulas
Rank of a matrix
Conditions for row linear dependence
Theorems
Rank theorem
Linear Dependence Theorem
Suitable Grade Level
Grades 10-12