/*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} Problem 54 You are row-reducing a matrix an... [FREE SOLUTION] | 91Ó°ÊÓ

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You are row-reducing a matrix and have chosen a \(-4\) as a pivot in Row 2 . Directly below the pivot, in Row 4 , is a \(-6\). What row operation can you use to clear the \(-6 ?\)

Short Answer

Expert verified
To clear the $-6$ in Row 4, perform the row operation \(R_4 \leftarrow \frac{3}{2} R_2 + R_4\).

Step by step solution

01

Identify the pivot element and the target element

The pivot element is -4 in Row 2, and the target element is -6 in Row 4. Our goal is to clear the target element by adding a multiple of the pivot row to the target row.
02

Determine the appropriate multiple

We need to find a multiple of the pivot element that, when added to the target element, results in zero. In other words, we need to find a factor x such that: \(-4x = -6\) To solve for x, divide both sides by -4: \(x = \frac{-6}{-4} = \frac{3}{2}\) So, to clear the -6 in Row 4, we need to add \(\frac{3}{2}\) times Row 2 to Row 4.
03

Perform the row operation

To clear the -6 in Row 4, perform the following row operation: \(R_4 \leftarrow \frac{3}{2} R_2 + R_4\) Replace Row 4 with this new row. After this operation, the matrix will have a 0 in the position of the original -6 in Row 4.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Pivot Element
The pivot element plays a central role in matrix row reduction methods, such as Gaussian elimination. It is the element within a matrix that is used as a reference point for transforming other elements within the same column to zero, making it a crucial step towards achieving row-echelon form. In our exercise, the pivot element is (-4), located in Row 2. Selecting an appropriate pivot is essential because it determines the success of subsequent row operations. In general, pivot elements should be non-zero, and many algorithms choose the largest absolute value in the column to minimize numerical errors. Our goal is to manipulate other rows to create zeros below this pivot, which simplifies solving systems of linear equations represented by the matrix.
Row Operation
Row operations are the tools we use to transform a given matrix into a more desirable form. In the context of our exercise, we aim to use a specific row operation to turn a (-6) into a 0. The most common types of row operations include:
  • Swapping two rows
  • Multiplying a row by a non-zero scalar
  • Adding a multiple of one row to another row
In our case, we use the last type of row operation. By carefully choosing a multiplier and applying it to the pivot row, then adding it to the target row, we can clear or 'eliminate' the target element. This operation does not change the system of equations represented by the matrix, which is why it's a powerful step in solving these systems.
Elementary Row Operations
Elementary row operations are simple modifications that can be performed on the rows of a matrix to solve systems of equations or find the inverse of a matrix. The available operations are row scaling, row addition, and row switching, which are all examples of linear transformations that maintain the row space of the matrix. Each operation is reversible, a property that ensures the system of equations remains equivalent to the original.
When performing row operations to achieve a row-reduced form, we generally follow a systematic approach to create a staircase pattern of zeros below the diagonal elements, known as the leading coefficients or pivot elements. These operations are crucial for other advanced matrix operations, like determining the rank of a matrix or computing determinants. Moreover, understanding these operations assists in demystifying concepts such as linear independence and vector spaces.

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