Problem 88
Question
For which of the following ordered pairs \((\mu, \delta)\), the system of linear equations \(x+2 y+3 z=1\) \(3 x+4 y+5 z=\mu\) \(4 x+4 y+4 z=\delta\) is inconsistent? \(\quad\) [Jan. 8, 2020 (I)] (a) \((4,3)\) (b) \((4,6)\) (c) \((1,0)\) (d) \((3,4)\)
Step-by-Step Solution
Verified Answer
(a) \((4, 3)\) and (c) \((1, 0)\) are inconsistent.
1Step 1: Write the system of equations
We are given the following system of linear equations:\[x + 2y + 3z = 1 \3x + 4y + 5z = \mu \4x + 4y + 4z = \delta\]
2Step 2: Find condition for inconsistency
To determine when the system is inconsistent, assume the equations don't have a common solution. This typically occurs when augmented matrices lead to a row with zeros on the left and a non-zero value on the right after attempting to solve the system (i.e., no possible solution).
3Step 3: Form the augmented matrix
Create the augmented matrix for these equations:\[\begin{bmatrix}1 & 2 & 3 & | & 1 \3 & 4 & 5 & | & \mu \4 & 4 & 4 & | & \delta\end{bmatrix}\]
4Step 4: Perform row operations
To simplify the matrix, perform row operations to get it in row-echelon form.First, subtract 3 times the first row from the second row:\[\begin{bmatrix}1 & 2 & 3 & | & 1 \0 & -2 & -4 & | & \mu - 3 \4 & 4 & 4 & | & \delta\end{bmatrix}\]Next, subtract 4 times the first row from the third row:\[\begin{bmatrix}1 & 2 & 3 & | & 1 \0 & -2 & -4 & | & \mu - 3 \0 & -4 & -8 & | & \delta - 4\end{bmatrix}\]
5Step 5: Simplify second and third rows
Divide the second row by -2:\[\begin{bmatrix}1 & 2 & 3 & | & 1 \0 & 1 & 2 & | & \frac{3 - \mu}{2} \0 & -4 & -8 & | & \delta - 4\end{bmatrix}\]Now, add 4 times the second row to the third row:\[\begin{bmatrix}1 & 2 & 3 & | & 1 \0 & 1 & 2 & | & \frac{3 - \mu}{2} \0 & 0 & 0 & | & \delta - 4 + 2(3 - \mu)\end{bmatrix}\]The system is inconsistent if:\[\delta - 4 + 2(3 - \mu) eq 0\]
6Step 6: Solve for inconsistency condition
Set the inconsistency condition and find expressions:\[\delta - 4 + 6 - 2\mu eq 0\]\[\delta + 2 - 2\mu eq 0\]\[\delta eq 2\mu - 2\]
7Step 7: Check each option
Check which pair (\(\mu, \delta\)) satisfies \(\delta = 2\mu - 2\):(a) \((4, 3)\): \(3 eq 2\times4 - 2 = 6\) - Inconsistent(b) \((4, 6)\): \(6 eq 2\times4 - 2 = 6\) - Consistent(c) \((1, 0)\): \(0 eq 2\times1 - 2 = 0\) - Inconsistent(d) \((3, 4)\): \(4 eq 2\times3 - 2 = 4\) - Consistent
Key Concepts
Augmented MatrixRow OperationsSystems of EquationsConsistency Condition
Augmented Matrix
An augmented matrix is a powerful tool in linear algebra that helps us solve systems of equations. In essence, it organizes the coefficients of the variables in an equation system, along with the constants, into a structured matrix format.
Here is how it works:
Here is how it works:
- Each row of the matrix corresponds to an equation from the system.
- The columns represent the coefficients of each variable and the constants on the right side of the equations.
- The vertical bar in the matrix separates the coefficients from the constants.
Row Operations
Row operations are techniques used to manipulate the rows of an augmented matrix to simplify solving systems of equations. These operations help bring the matrix to simpler forms like row-echelon form or reduced row-echelon form.
Three types of row operations can be applied:
Three types of row operations can be applied:
- Swapping two rows: This rearranges the equations, which can be helpful to get zeros into desired positions.
- Multiplying a row by a nonzero scalar: It scales the entire row, which maintains the equation's equivalence.
- Adding or subtracting a multiple of one row to another: A key operation for eliminating variables from certain rows.
Systems of Equations
A system of equations is a set of two or more equations with the same variables. The goal is usually to find a common solution that satisfies all the equations simultaneously.
Consider the system given in the exercise:
This particular exercise asks for conditions under which the system is inconsistent, meaning no common solution exists that satisfies all equations.
Consider the system given in the exercise:
- \( x + 2y + 3z = 1 \)
- \( 3x + 4y + 5z = \mu \)
- \( 4x + 4y + 4z = \delta \)
This particular exercise asks for conditions under which the system is inconsistent, meaning no common solution exists that satisfies all equations.
Consistency Condition
The consistency condition is crucial in determining if a system of equations can be solved. A system is consistent if at least one set of values for the variables exists that satisfies all the equations, otherwise it is inconsistent when no such solutions exist.
For the system in this exercise:
For the system in this exercise:
- Inconsistency arises if the augmented matrix, upon simplification using row operations, results in a row that has all zero coefficients but a non-zero constant. This indicates conflicting information that makes the system unsolvable.
Other exercises in this chapter
Problem 84
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