A linear system is inconsistent if and only if its augmented matrix has a row of the form [00... 0 h] where h‡ 0. True False

Advanced Engineering Mathematics
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ISBN:9780470458365
Author:Erwin Kreyszig
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Chapter2: Second-order Linear Odes
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### Understanding Inconsistent Linear Systems

**Statement**:
"A linear system is inconsistent if and only if its augmented matrix has a row of the form \([0 \; 0 \; \ldots \; 0 \; h]\), where \(h \neq 0\)."

**Explanation**:

- This means that for a linear system of equations, inconsistency occurs when, during row operations, we obtain a row where all the coefficients of the variables are zero, but the constant term (on the right side of the augmented matrix) is non-zero.

- **Matrix Row Representation**:
  \[
  [0 \; 0 \; \ldots \; 0 \; h]
  \]
  - This row indicates that \(0x_1 + 0x_2 + \ldots + 0x_n = h\). In simpler terms, it implies \(0 = h\).
  - Since \(h \neq 0\), this creates a contradiction, meaning the equations cannot be satisfied simultaneously, leading to an inconsistency in the system.

**Question**:
Is the statement "A linear system is inconsistent if and only if its augmented matrix has a row of the form \([0 \; 0 \; \ldots \; 0 \; h]\), where \(h \neq 0\)" true or false?

- True
- False

### Answer:

For a deeper understanding, reflect on the nature of linear equations and how row reduction can reveal inconsistencies. When all the variables cancel out, and we are left with a non-zero constant, it clearly indicates that no solution exists for the system, verifying the statement above as **True**.
Transcribed Image Text:### Understanding Inconsistent Linear Systems **Statement**: "A linear system is inconsistent if and only if its augmented matrix has a row of the form \([0 \; 0 \; \ldots \; 0 \; h]\), where \(h \neq 0\)." **Explanation**: - This means that for a linear system of equations, inconsistency occurs when, during row operations, we obtain a row where all the coefficients of the variables are zero, but the constant term (on the right side of the augmented matrix) is non-zero. - **Matrix Row Representation**: \[ [0 \; 0 \; \ldots \; 0 \; h] \] - This row indicates that \(0x_1 + 0x_2 + \ldots + 0x_n = h\). In simpler terms, it implies \(0 = h\). - Since \(h \neq 0\), this creates a contradiction, meaning the equations cannot be satisfied simultaneously, leading to an inconsistency in the system. **Question**: Is the statement "A linear system is inconsistent if and only if its augmented matrix has a row of the form \([0 \; 0 \; \ldots \; 0 \; h]\), where \(h \neq 0\)" true or false? - True - False ### Answer: For a deeper understanding, reflect on the nature of linear equations and how row reduction can reveal inconsistencies. When all the variables cancel out, and we are left with a non-zero constant, it clearly indicates that no solution exists for the system, verifying the statement above as **True**.
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