Determinant Properties
1. **Problem statement:** We are given four statements about determinants of $n \times n$ matrices $A$ and $B$. We need to check which statements are true.
2. **Statement A:** $\det(A + B) = \det A + \det B$.
- This is generally false. Determinant is not additive over matrix addition.
- Example: For $A=I$ (identity), $B=-I$, $\det(A + B) = \det(0)=0$ but $\det A + \det B = 1 + 1 = 2$.
3. **Statement B:** The determinant of $A$ equals the product of the pivots in any echelon form $U$ of $A$, multiplied by $(-1)^r$, where $r$ is the number of row interchanges during row reduction from $A$ to $U$.
- This is true.
- Each row interchange changes determinant sign, so multiply by $(-1)^r$.
- The pivots (diagonal elements) product equals determinant of the echelon matrix $U$.
- Because determinant is multiplicative under elementary operations, this formula holds.
4. **Statement C:** Adding a multiple of one row to another does not affect the determinant.
- True.
- This row operation corresponds to an elementary matrix with determinant 1, so determinant remains unchanged.
5. **Statement D:** If columns of $A$ are linearly dependent, then $\det A = 0$.
- True.
- Linearly dependent columns imply $A$ is singular, so determinant is zero.
**Final answer:** Statements B, C, and D are true while A is false.