Overview of Cramer's Rule for Systems of Linear Equations Cramer's Rule is a mathematical method used to solve a system of $n$ linear equations with $n$ variables by utilizing determinants. For a system of three equations with three variables (x x x , y y y , and z z z ), the general form is:
{ a 1 x + b 1 y + c 1 z = d 1 a 2 x + b 2 y + c 2 z = d 2 a 3 x + b 3 y + c 3 z = d 3 \begin{cases} a_1 x + b_1 y + c_1 z = d_1 \\ a_2 x + b_2 y + c_2 z = d_2 \\ a_3 x + b_3 y + c_3 z = d_3 \end{cases} ⎩ ⎨ ⎧ a 1 x + b 1 y + c 1 z = d 1 a 2 x + b 2 y + c 2 z = d 2 a 3 x + b 3 y + c 3 z = d 3
The variables are calculated as follows:
x = Δ x Δ x = \frac{\Delta_x}{\Delta} x = Δ Δ x
y = Δ y Δ y = \frac{\Delta_y}{\Delta} y = Δ Δ y
z = Δ z Δ z = \frac{\Delta_z}{\Delta} z = Δ Δ z
Where:
Δ \Delta Δ is the determinant of the coefficient matrix:Δ = ∣ a 1 b 1 c 1 a 2 b 2 c 2 a 3 b 3 c 3 ∣ \Delta = \begin{vmatrix} a_1 & b_1 & c_1 \\ a_2 & b_2 & c_2 \\ a_3 & b_3 & c_3 \end{vmatrix} Δ = a 1 a 2 a 3 b 1 b 2 b 3 c 1 c 2 c 3
Δ x \Delta_x Δ x is the determinant formed by replacing the x x x -coefficients with the constants d 1 d_1 d 1 , d 2 d_2 d 2 , and d 3 d_3 d 3 :Δ x = ∣ d 1 b 1 c 1 d 2 b 2 c 2 d 3 b 3 c 3 ∣ \Delta_x = \begin{vmatrix} d_1 & b_1 & c_1 \\ d_2 & b_2 & c_2 \\ d_3 & b_3 & c_3 \end{vmatrix} Δ x = d 1 d 2 d 3 b 1 b 2 b 3 c 1 c 2 c 3
Δ y \Delta_y Δ y is the determinant formed by replacing the y y y -coefficients with the constants:Δ y = ∣ a 1 d 1 c 1 a 2 d 2 c 2 a 3 d 3 c 3 ∣ \Delta_y = \begin{vmatrix} a_1 & d_1 & c_1 \\ a_2 & d_2 & c_2 \\ a_3 & d_3 & c_3 \end{vmatrix} Δ y = a 1 a 2 a 3 d 1 d 2 d 3 c 1 c 2 c 3
Δ z \Delta_z Δ z is the determinant formed by replacing the z z z -coefficients with the constants:Δ z = ∣ a 1 b 1 d 1 a 2 b 2 d 2 a 3 b 3 d 3 ∣ \Delta_z = \begin{vmatrix} a_1 & b_1 & d_1 \\ a_2 & b_2 & d_2 \\ a_3 & b_3 & d_3 \end{vmatrix} Δ z = a 1 a 2 a 3 b 1 b 2 b 3 d 1 d 2 d 3
Detailed Analysis of Question 106 Question 106 asks to identify the correct response for the following system of equations using Cramer's Rule:
x − y + 2 z = − 3 x - y + 2z = -3 x − y + 2 z = − 3 x + 2 y + 3 z = 4 x + 2y + 3z = 4 x + 2 y + 3 z = 4 2 x + y + z = − 3 2x + y + z = -3 2 x + y + z = − 3
Step 1: Calculate the Main Determinant (Δ \Delta Δ )
Δ = ∣ 1 − 1 2 1 2 3 2 1 1 ∣ \Delta = \begin{vmatrix} 1 & -1 & 2 \\ 1 & 2 & 3 \\ 2 & 1 & 1 \end{vmatrix} Δ = 1 1 2 − 1 2 1 2 3 1
Using the expansion by the first row:
Δ = 1 × ( 2 × 1 − 3 × 1 ) − ( − 1 ) × ( 1 × 1 − 3 × 2 ) + 2 × ( 1 × 1 − 2 × 2 ) \Delta = 1 \times (2 \times 1 - 3 \times 1) - (-1) \times (1 \times 1 - 3 \times 2) + 2 \times (1 \times 1 - 2 \times 2) Δ = 1 × ( 2 × 1 − 3 × 1 ) − ( − 1 ) × ( 1 × 1 − 3 × 2 ) + 2 × ( 1 × 1 − 2 × 2 ) Δ = 1 × ( 2 − 3 ) + 1 × ( 1 − 6 ) + 2 × ( 1 − 4 ) \Delta = 1 \times (2 - 3) + 1 \times (1 - 6) + 2 \times (1 - 4) Δ = 1 × ( 2 − 3 ) + 1 × ( 1 − 6 ) + 2 × ( 1 − 4 ) Δ = 1 × ( − 1 ) + 1 × ( − 5 ) + 2 × ( − 3 ) \Delta = 1 \times (-1) + 1 \times (-5) + 2 \times (-3) Δ = 1 × ( − 1 ) + 1 × ( − 5 ) + 2 × ( − 3 ) Δ = − 1 − 5 − 6 = − 12 \Delta = -1 - 5 - 6 = -12 Δ = − 1 − 5 − 6 = − 12
Step 2: Calculate Δ x \Delta_x Δ x
Δ x = ∣ − 3 − 1 2 4 2 3 − 3 1 1 ∣ \Delta_x = \begin{vmatrix} -3 & -1 & 2 \\ 4 & 2 & 3 \\ -3 & 1 & 1 \end{vmatrix} Δ x = − 3 4 − 3 − 1 2 1 2 3 1
Δ x = − 3 × ( 2 − 3 ) − ( − 1 ) × ( 4 − ( − 9 ) ) + 2 × ( 4 − ( − 6 ) ) \Delta_x = -3 \times (2 - 3) - (-1) \times (4 - (-9)) + 2 \times (4 - (-6)) Δ x = − 3 × ( 2 − 3 ) − ( − 1 ) × ( 4 − ( − 9 )) + 2 × ( 4 − ( − 6 )) Δ x = − 3 × ( − 1 ) + 1 × ( 13 ) + 2 × ( 10 ) \Delta_x = -3 \times (-1) + 1 \times (13) + 2 \times (10) Δ x = − 3 × ( − 1 ) + 1 × ( 13 ) + 2 × ( 10 ) Δ x = 3 + 13 + 20 = 36 \Delta_x = 3 + 13 + 20 = 36 Δ x = 3 + 13 + 20 = 36 x = 36 − 12 = − 3 x = \frac{36}{-12} = -3 x = − 12 36 = − 3
Step 3: Calculate Δ y \Delta_y Δ y
Δ y = ∣ 1 − 3 2 1 4 3 2 − 3 1 ∣ \Delta_y = \begin{vmatrix} 1 & -3 & 2 \\ 1 & 4 & 3 \\ 2 & -3 & 1 \end{vmatrix} Δ y = 1 1 2 − 3 4 − 3 2 3 1
Δ y = 1 × ( 4 − ( − 9 ) ) − ( − 3 ) × ( 1 − 6 ) + 2 × ( − 3 − 8 ) \Delta_y = 1 \times (4 - (-9)) - (-3) \times (1 - 6) + 2 \times (-3 - 8) Δ y = 1 × ( 4 − ( − 9 )) − ( − 3 ) × ( 1 − 6 ) + 2 × ( − 3 − 8 ) Δ y = 1 × ( 13 ) + 3 × ( − 5 ) + 2 × ( − 11 ) \Delta_y = 1 \times (13) + 3 \times (-5) + 2 \times (-11) Δ y = 1 × ( 13 ) + 3 × ( − 5 ) + 2 × ( − 11 ) Δ y = 13 − 15 − 22 = − 24 \Delta_y = 13 - 15 - 22 = -24 Δ y = 13 − 15 − 22 = − 24 y = − 24 − 12 = 2 y = \frac{-24}{-12} = 2 y = − 12 − 24 = 2
Step 4: Calculate Δ z \Delta_z Δ z
Δ z = ∣ 1 − 1 − 3 1 2 4 2 1 − 3 ∣ \Delta_z = \begin{vmatrix} 1 & -1 & -3 \\ 1 & 2 & 4 \\ 2 & 1 & -3 \end{vmatrix} Δ z = 1 1 2 − 1 2 1 − 3 4 − 3
Δ z = 1 × ( − 6 − 4 ) − ( − 1 ) × ( − 3 − 8 ) + ( − 3 ) × ( 1 − 4 ) \Delta_z = 1 \times (-6 - 4) - (-1) \times (-3 - 8) + (-3) \times (1 - 4) Δ z = 1 × ( − 6 − 4 ) − ( − 1 ) × ( − 3 − 8 ) + ( − 3 ) × ( 1 − 4 ) Δ z = 1 × ( − 10 ) + 1 × ( − 11 ) − 3 × ( − 3 ) \Delta_z = 1 \times (-10) + 1 \times (-11) - 3 \times (-3) Δ z = 1 × ( − 10 ) + 1 × ( − 11 ) − 3 × ( − 3 ) Δ z = − 10 − 11 + 9 = − 12 \Delta_z = -10 - 11 + 9 = -12 Δ z = − 10 − 11 + 9 = − 12 z = − 12 − 12 = 1 z = \frac{-12}{-12} = 1 z = − 12 − 12 = 1
Conclusion for Question 106: The solution is x = − 3 x = -3 x = − 3 , y = 2 y = 2 y = 2 , and z = 1 z = 1 z = 1 . This corresponds to Option B.
Detailed Analysis of Question 107 Question 107 asks for the solution to the following system using Cramer's Rule:
2 x − 3 y + 5 z = − 8 2x - 3y + 5z = -8 2 x − 3 y + 5 z = − 8 3 x + 2 y − z = − 3 3x + 2y - z = -3 3 x + 2 y − z = − 3 4 x + y + 6 z = 4 4x + y + 6z = 4 4 x + y + 6 z = 4
Step 1: Calculate the Main Determinant (Δ \Delta Δ )
Δ = ∣ 2 − 3 5 3 2 − 1 4 1 6 ∣ \Delta = \begin{vmatrix} 2 & -3 & 5 \\ 3 & 2 & -1 \\ 4 & 1 & 6 \end{vmatrix} Δ = 2 3 4 − 3 2 1 5 − 1 6
Δ = 2 × ( 12 − ( − 1 ) ) − ( − 3 ) × ( 18 − ( − 4 ) ) + 5 × ( 3 − 8 ) \Delta = 2 \times (12 - (-1)) - (-3) \times (18 - (-4)) + 5 \times (3 - 8) Δ = 2 × ( 12 − ( − 1 )) − ( − 3 ) × ( 18 − ( − 4 )) + 5 × ( 3 − 8 ) Δ = 2 × ( 13 ) + 3 × ( 22 ) + 5 × ( − 5 ) \Delta = 2 \times (13) + 3 \times (22) + 5 \times (-5) Δ = 2 × ( 13 ) + 3 × ( 22 ) + 5 × ( − 5 ) Δ = 26 + 66 − 25 = 67 \Delta = 26 + 66 - 25 = 67 Δ = 26 + 66 − 25 = 67
Step 2: Calculate Δ x \Delta_x Δ x
Δ x = ∣ − 8 − 3 5 − 3 2 − 1 4 1 6 ∣ \Delta_x = \begin{vmatrix} -8 & -3 & 5 \\ -3 & 2 & -1 \\ 4 & 1 & 6 \end{vmatrix} Δ x = − 8 − 3 4 − 3 2 1 5 − 1 6
Δ x = − 8 × ( 12 − ( − 1 ) ) − ( − 3 ) × ( − 18 − ( − 4 ) ) + 5 × ( − 3 − 8 ) \Delta_x = -8 \times (12 - (-1)) - (-3) \times (-18 - (-4)) + 5 \times (-3 - 8) Δ x = − 8 × ( 12 − ( − 1 )) − ( − 3 ) × ( − 18 − ( − 4 )) + 5 × ( − 3 − 8 ) Δ x = − 8 × ( 13 ) + 3 × ( − 14 ) + 5 × ( − 11 ) \Delta_x = -8 \times (13) + 3 \times (-14) + 5 \times (-11) Δ x = − 8 × ( 13 ) + 3 × ( − 14 ) + 5 × ( − 11 ) Δ x = − 104 − 42 − 55 = − 201 \Delta_x = -104 - 42 - 55 = -201 Δ x = − 104 − 42 − 55 = − 201 x = − 201 67 = − 3 x = \frac{-201}{67} = -3 x = 67 − 201 = − 3
Step 3: Calculate Δ y \Delta_y Δ y
Δ y = ∣ 2 − 8 5 3 − 3 − 1 4 4 6 ∣ \Delta_y = \begin{vmatrix} 2 & -8 & 5 \\ 3 & -3 & -1 \\ 4 & 4 & 6 \end{vmatrix} Δ y = 2 3 4 − 8 − 3 4 5 − 1 6
Δ y = 2 × ( − 18 − ( − 4 ) ) − ( − 8 ) × ( 18 − ( − 4 ) ) + 5 × ( 12 − ( − 12 ) ) \Delta_y = 2 \times (-18 - (-4)) - (-8) \times (18 - (-4)) + 5 \times (12 - (-12)) Δ y = 2 × ( − 18 − ( − 4 )) − ( − 8 ) × ( 18 − ( − 4 )) + 5 × ( 12 − ( − 12 )) Δ y = 2 × ( − 14 ) + 8 × ( 22 ) + 5 × ( 24 ) \Delta_y = 2 \times (-14) + 8 \times (22) + 5 \times (24) Δ y = 2 × ( − 14 ) + 8 × ( 22 ) + 5 × ( 24 ) Δ y = − 28 + 176 + 120 = 268 \Delta_y = -28 + 176 + 120 = 268 Δ y = − 28 + 176 + 120 = 268 y = 268 67 = 4 y = \frac{268}{67} = 4 y = 67 268 = 4
Step 4: Calculate Δ z \Delta_z Δ z
Δ z = ∣ 2 − 3 − 8 3 2 − 3 4 1 4 ∣ \Delta_z = \begin{vmatrix} 2 & -3 & -8 \\ 3 & 2 & -3 \\ 4 & 1 & 4 \end{vmatrix} Δ z = 2 3 4 − 3 2 1 − 8 − 3 4
Δ z = 2 × ( 8 − ( − 3 ) ) − ( − 3 ) × ( 12 − ( − 12 ) ) + ( − 8 ) × ( 3 − 8 ) \Delta_z = 2 \times (8 - (-3)) - (-3) \times (12 - (-12)) + (-8) \times (3 - 8) Δ z = 2 × ( 8 − ( − 3 )) − ( − 3 ) × ( 12 − ( − 12 )) + ( − 8 ) × ( 3 − 8 ) Δ z = 2 × ( 11 ) + 3 × ( 24 ) − 8 × ( − 5 ) \Delta_z = 2 \times (11) + 3 \times (24) - 8 \times (-5) Δ z = 2 × ( 11 ) + 3 × ( 24 ) − 8 × ( − 5 ) Δ z = 22 + 72 + 40 = 134 \Delta_z = 22 + 72 + 40 = 134 Δ z = 22 + 72 + 40 = 134 z = 134 67 = 2 z = \frac{134}{67} = 2 z = 67 134 = 2
Conclusion for Question 107: The solution is x = − 3 x = -3 x = − 3 , y = 4 y = 4 y = 4 , and z = 2 z = 2 z = 2 . This corresponds to Option A.
Inequality Analysis (Question 108) Question 108 introduces the topic of linear inequalities. The transcript provides the starting line of a system of linear inequalities:
2 x + y ≤ 3 2x + y \le 3 2 x + y ≤ 3
A linear inequality in two variables describes a region of the Cartesian plane. To solve such a system, one typically graphs the boundary line (in this case, 2 x + y = 3 2x + y = 3 2 x + y = 3 ) and shades the region that satisfies the inequality. Because the inequality symbol is ≤ \le ≤ (less than or equal to), the boundary line itself is included in the solution set (represented by a solid line).
Institutional Context These problems are sourced from a questionnaire (cuestionario) provided by the "UNIDAD EDUCATIVA 'OTAVALO'", located in the Republic of Ecuador. The institution covers multiple levels of education including:
Inicial (Initial) Preparatoria (Preparatory) EGB (Educación General Básica: Elemental, Media, Superior) Bachillerato Técnico (Technical Baccalaureate) General Unificado (Unified General) The document is identified by the code AMIE 10H00411 and refers to page 19 of 20 of the questionnaire material.