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Question 1Análisis, límites, derivadas y optimización
Find the derivative f'(x) of the polynomial function f(x) = 3x^3 - 5x^2 + 7x - 12.
- 9x^2 - 10x
- 9x^2 - 10x + 7 Correct answer.
- 3x^2 - 5x + 7
- 9x^3 - 10x^2 + 7x
Explanation
Using power rule d/dx(x^n) = n*x^(n-1):
f'(x) = 3*(3x^2) - 5*(2x) + 7*(1) - 0 = 9x^2 - 10x + 7.
Question 2Análisis, límites, derivadas y optimización
Evaluate the limit at infinity: lim (x -> infinity) (4x^2 - 3x + 1) / (2x^2 + 5).
- infinity
- 0
- 2 Correct answer.
- 4
Explanation
Since the degree of numerator and denominator are equal (both degree 2), the limit as x -> infinity is the ratio of leading coefficients:
lim = 4 / 2 = 2.
Question 3Análisis, límites, derivadas y optimización
Find the slope of the tangent line to the curve f(x) = x^2 - 4x + 5 at x = 3.
- 5
- 1
- 4
- 2 Correct answer.
Explanation
Slope m = f'(3).
f'(x) = 2x - 4.
f'(3) = 2(3) - 4 = 6 - 4 = 2.
Question 4Análisis, límites, derivadas y optimización
Calculate the indefinite integral integral (6x^2 - 4x + 3) dx.
- 2x^3 - 2x^2 + 3x + C Correct answer.
- 12x - 4 + C
- 6x^3 - 4x^2 + 3x + C
- 2x^3 - 4x^2 + 3x + C
Explanation
Using power rule for integration integral x^n dx = (x^(n+1))/(n+1):
integral 6x^2 dx = 6*(x^3/3) = 2x^3.
integral -4x dx = -4*(x^2/2) = -2x^2.
integral 3 dx = 3x.
Result: 2x^3 - 2x^2 + 3x + C.
Question 5Análisis, límites, derivadas y optimización
Evaluate the definite integral integral_1^3 (2x) dx.
- 9
- 8 Correct answer.
- 4
- 6
Explanation
Antiderivative F(x) = x^2.
By Fundamental Theorem of Calculus:
integral_1^3 (2x) dx = F(3) - F(1) = 3^2 - 1^2 = 9 - 1 = 8.
Question 6Análisis, límites, derivadas y optimización
A firm's total revenue function is R(x) = 50x - 0.5x^2. What is the marginal revenue function MR(x)?
- 50 - 0.5x
- 50x - x
- 50 - x Correct answer.
- 25x
Explanation
Marginal revenue is the derivative of total revenue MR(x) = R'(x).
MR(x) = d/dx(50x - 0.5x^2) = 50 - 0.5*(2x) = 50 - x.
Question 7Análisis, límites, derivadas y optimización
Find the critical points of the function f(x) = x^3 - 12x.
- x = 0 and x = 4
- x = -4 and x = 4
- x = 2 only
- x = -2 and x = 2 Correct answer.
Explanation
Critical points occur where f'(x) = 0.
f'(x) = 3x^2 - 12 = 0 => 3x^2 = 12 => x^2 = 4 => x = 2 or x = -2.
Question 8Análisis, límites, derivadas y optimización
Find the value of 'a' so that the piecewise function f(x) = { a*x + 3 if x <= 2; x^2 - a if x > 2 } is continuous at x = 2.
- 1/3 Correct answer.
- 1
- 3
- 1/2
Explanation
For continuity at x = 2, left limit must equal right limit:
lim (x -> 2-) f(x) = a(2) + 3 = 2a + 3.
lim (x -> 2+) f(x) = 2^2 - a = 4 - a.
Set equal: 2a + 3 = 4 - a => 3a = 1 => a = 1/3.
Question 9Análisis, límites, derivadas y optimización
Find the equation of the tangent line to f(x) = 2x^2 - 3x + 1 at the point where x = 2.
- y = 5x + 3
- y = 5x - 7 Correct answer.
- y = 8x - 13
- y = 5x - 3
Explanation
1) Point of tangency: y = f(2) = 2(2)^2 - 3(2) + 1 = 8 - 6 + 1 = 3. Point is (2, 3).
2) Slope: f'(x) = 4x - 3 => m = f'(2) = 4(2) - 3 = 5.
3) Equation: y - 3 = 5(x - 2) => y - 3 = 5x - 10 => y = 5x - 7.
Question 10Análisis, límites, derivadas y optimización
A company's revenue is R(x) = 100x - x^2 and cost is C(x) = 20x + 300. Find the production quantity x that maximizes profit P(x) = R(x) - C(x), and the maximum profit.
- x = 50 units with max profit €2,200
- x = 40 units with max profit €1,600
- x = 40 units with max profit €1,300 Correct answer.
- x = 30 units with max profit €1,200
Explanation
Profit P(x) = (100x - x^2) - (20x + 300) = 80x - x^2 - 300.
P'(x) = 80 - 2x = 0 => 2x = 80 => x = 40.
P''(x) = -2 < 0 (maximum).
Max profit P(40) = 80(40) - 40^2 - 300 = 3200 - 1600 - 300 = 1300.
Question 11Análisis, límites, derivadas y optimización
A company's total cost function is C(x) = 2x^2 + 50x + 800. Find the production level x that minimizes average cost AC(x) = C(x)/x.
- 40
- 10
- 25
- 20 Correct answer.
Explanation
Average cost AC(x) = 2x + 50 + 800/x.
AC'(x) = 2 - 800/x^2 = 0 => 2 = 800/x^2 => 2x^2 = 800 => x^2 = 400 => x = 20.
Question 12Análisis, límites, derivadas y optimización
Find the inflection point of the cubic curve f(x) = x^3 - 6x^2 + 9x + 4.
- (2, 6) Correct answer.
- (1, 8)
- (3, 4)
- (2, 4)
Explanation
f'(x) = 3x^2 - 12x + 9.
f''(x) = 6x - 12 = 0 => 6x = 12 => x = 2.
f(2) = 2^3 - 6(2^2) + 9(2) + 4 = 8 - 24 + 18 + 4 = 6.
Thus the inflection point is (2, 6).
Question 13Análisis, límites, derivadas y optimización
On which interval is the function f(x) = -x^2 + 6x - 5 strictly increasing?
- (3, infinity)
- (-infinity, 3) Correct answer.
- (1, 5)
- (-infinity, 6)
Explanation
f'(x) = -2x + 6.
f(x) is strictly increasing when f'(x) > 0 => -2x + 6 > 0 => 2x < 6 => x < 3.
Thus interval is (-infinity, 3).
Question 14Análisis, límites, derivadas y optimización
Calculate the area of the region bounded by the parabola y = 4 - x^2 and the x-axis.
- 16/3 (approx 5.33)
- 16
- 32/3 (approx 10.67) Correct answer.
- 8
Explanation
Find roots: 4 - x^2 = 0 => x = -2 and x = 2.
Area = integral_{-2}^2 (4 - x^2) dx = [4x - x^3/3]_{-2}^2
= (4(2) - 8/3) - (4(-2) - (-8)/3) = (8 - 8/3) - (-8 + 8/3)
= (16/3) - (-16/3) = 32/3.
Question 15Análisis, límites, derivadas y optimización
Calculate the area of the region enclosed between the curves y = x^2 and y = 2x.
- 2/3
- 2
- 4
- 4/3 (approx 1.33) Correct answer.
Explanation
Find intersection points: x^2 = 2x => x^2 - 2x = 0 => x(x - 2) = 0 => x = 0 and x = 2.
On [0, 2], 2x >= x^2.
Area = integral_0^2 (2x - x^2) dx = [x^2 - x^3/3]_0^2 = (2^2 - 2^3/3) - 0 = 4 - 8/3 = 4/3.
Question 16Análisis, límites, derivadas y optimización
Evaluate the limit with indeterminate form 0/0: lim (x -> 3) (x^2 - 9) / (x^2 - 5x + 6).
- 6 Correct answer.
- 0
- 3
- 1
Explanation
Factor numerator and denominator:
x^2 - 9 = (x - 3)(x + 3).
x^2 - 5x + 6 = (x - 3)(x - 2).
lim (x -> 3) (x - 3)(x + 3) / [(x - 3)(x - 2)] = lim (x -> 3) (x + 3) / (x - 2) = (3 + 3) / (3 - 2) = 6 / 1 = 6.
Question 17Análisis, límites, derivadas y optimización
Given f(x) = 5 * e^(2x - 4), evaluate the value of the derivative f'(2).
- 5
- 10 Correct answer.
- 20
- 0
Explanation
Using chain rule: f'(x) = 5 * e^(2x - 4) * d/dx(2x - 4) = 5 * 2 * e^(2x - 4) = 10 * e^(2x - 4).
Evaluating at x = 2:
f'(2) = 10 * e^(2(2) - 4) = 10 * e^0 = 10 * 1 = 10.
Question 18Análisis, límites, derivadas y optimización
Given f(x) = ln(3x^2 + 1), evaluate the value of the derivative f'(1).
- 6
- 0.75
- 1.5 Correct answer.
- 3
Explanation
Using chain rule d/dx[ln(u)] = u'/u:
f'(x) = d/dx(3x^2 + 1) / (3x^2 + 1) = 6x / (3x^2 + 1).
f'(1) = 6(1) / (3(1)^2 + 1) = 6 / 4 = 1.5.
Question 19Análisis, límites, derivadas y optimización
Find the absolute maximum value of f(x) = x^3 - 3x + 2 on the closed interval [-2, 2].
- 2
- 0
- 6
- 4 Correct answer.
Explanation
1) Critical points: f'(x) = 3x^2 - 3 = 0 => x^2 = 1 => x = 1, x = -1.
2) Evaluate f at endpoints and critical points:
f(-2) = (-8) - 3(-2) + 2 = -8 + 6 + 2 = 0
f(-1) = (-1) - 3(-1) + 2 = -1 + 3 + 2 = 4
f(1) = (1) - 3(1) + 2 = 1 - 3 + 2 = 0
f(2) = (8) - 3(2) + 2 = 8 - 6 + 2 = 4.
Absolute maximum value is 4 (achieved at x = -1 and x = 2).
Question 20Análisis, límites, derivadas y optimización
Evaluate the definite integral integral_0^2 (3x * sqrt(x^2 + 5)) dx using substitution.
- 27 - 5*sqrt(5) (approx 15.82) Correct answer.
- 27
- 19
- 38
Explanation
Let u = x^2 + 5, du = 2x dx => x dx = du / 2.
Limits: x = 0 => u = 5; x = 2 => u = 4 + 5 = 9.
integral_5^9 3 * (du/2) * u^(1/2) = (3/2) * [ (2/3) u^(3/2) ]_5^9 = [ u^(3/2) ]_5^9
= 9^(3/2) - 5^(3/2) = 27 - 5*sqrt(5).
Question 21Análisis, límites, derivadas y optimización
A product's demand function is q(p) = 200 - 4p. Calculate the price elasticity of demand E(p) = - (p/q) * (dq/dp) at price p = 25.
- 0.5 (inelastic)
- 1.0 (unit elastic) Correct answer.
- 2.0 (elastic)
- 4.0 (elastic)
Explanation
dq/dp = -4.
At p = 25: q(25) = 200 - 4(25) = 100.
E(25) = - (25 / 100) * (-4) = (25 / 100) * 4 = 100 / 100 = 1.0 (unit elastic).
Question 22Análisis, límites, derivadas y optimización
Identify the vertical and horizontal asymptotes of the rational function f(x) = (3x - 6) / (x + 4).
- Vertical asymptote x = 4, Horizontal asymptote y = 3
- Vertical asymptote x = -4, Horizontal asymptote y = -6
- Vertical asymptote x = -4, Horizontal asymptote y = 3 Correct answer.
- Vertical asymptote x = 2, Horizontal asymptote y = 0
Explanation
1) Vertical asymptote: denominator = 0 => x + 4 = 0 => x = -4.
2) Horizontal asymptote: lim (x -> infinity) (3x - 6)/(x + 4) = 3/1 => y = 3.
Question 23Análisis, límites, derivadas y optimización
Evaluate the definite integral integral_0^1 (4 * e^(2x)) dx.
- 4*e^2 - 4
- 2*e^2
- e^2 - 1
- 2*e^2 - 2 (approx 12.78) Correct answer.
Explanation
Antiderivative F(x) = 4 * (1/2) e^(2x) = 2 e^(2x).
By Fundamental Theorem of Calculus:
integral_0^1 (4 e^(2x)) dx = F(1) - F(0) = 2 e^(2(1)) - 2 e^(2(0)) = 2 e^2 - 2(1) = 2 e^2 - 2.
Question 24Análisis, límites, derivadas y optimización
A rectangular garden alongside a straight river wall requires no fence along the river. Fencing parallel to the river costs €10 per meter, and side fencing perpendicular to the river costs €5 per meter. Total fencing budget is €400. Find the maximum garden area.
- 400 m^2 Correct answer.
- 800 m^2
- 200 m^2
- 500 m^2
Explanation
Let x = length parallel to river, y = side length.
Cost constraint: 10x + 5(2y) = 400 => 10x + 10y = 400 => x + y = 40 => x = 40 - y.
Area A(y) = x*y = (40 - y)y = 40y - y^2.
A'(y) = 40 - 2y = 0 => y = 20 m.
Then x = 40 - 20 = 20 m.
Max Area = 20 * 20 = 400 m^2.
Question 25Análisis, límites, derivadas y optimización
The function f(x) = a*x^3 + b*x^2 + 9x has a local minimum at the point (1, 4). Find the coefficients a and b.
- a = 2, b = -7
- a = 1, b = -6 Correct answer.
- a = -1, b = 4
- a = 3, b = -8
Explanation
1) Point condition f(1) = 4:
a(1)^3 + b(1)^2 + 9(1) = 4 => a + b + 9 = 4 => a + b = -5.
2) Local minimum condition f'(1) = 0:
f'(x) = 3a x^2 + 2b x + 9.
f'(1) = 3a + 2b + 9 = 0 => 3a + 2b = -9.
3) Solve system:
From a + b = -5 => 2a + 2b = -10.
Subtract from 3a + 2b = -9 => a = 1.
Then 1 + b = -5 => b = -6.
Question 26Análisis, límites, derivadas y optimización
A firm's marginal cost function is MC(x) = 3x^2 - 12x + 15. Find the total increase in production cost when output is expanded from x = 2 units to x = 5 units.
- €50
- €14
- €36 Correct answer.
- €64
Explanation
Total cost increase = integral_2^5 (3x^2 - 12x + 15) dx.
Antiderivative F(x) = x^3 - 6x^2 + 15x.
F(5) = 5^3 - 6(5^2) + 15(5) = 125 - 150 + 75 = 50.
F(2) = 2^3 - 6(2^2) + 15(2) = 8 - 24 + 30 = 14.
Cost increase = F(5) - F(2) = 50 - 14 = 36.
Question 27Análisis, límites, derivadas y optimización
Calculate the total area enclosed between the cubic curve f(x) = x^3 - 3x^2 + 2x and the x-axis.
- 0.25 (1/4)
- 0
- 1.0
- 0.5 (1/2) Correct answer.
Explanation
Find roots: x(x^2 - 3x + 2) = x(x - 1)(x - 2) = 0 => roots x = 0, x = 1, x = 2.
Region 1 [0, 1]: f(x) >= 0. integral_0^1 (x^3 - 3x^2 + 2x) dx = [x^4/4 - x^3 + x^2]_0^1 = 1/4 - 1 + 1 = 1/4.
Region 2 [1, 2]: f(x) <= 0. integral_1^2 (x^3 - 3x^2 + 2x) dx = [x^4/4 - x^3 + x^2]_1^2 = (4 - 8 + 4) - (1/4) = -1/4.
Area 2 = |-1/4| = 1/4.
Total Area = 1/4 + 1/4 = 1/2 = 0.5.
Question 28Análisis, límites, derivadas y optimización
Determine the concavity of the function f(x) = x^2 / (x^2 + 3) on the interval (-1, 1).
- Concave up (f''(x) > 0) Correct answer.
- Concave down (f''(x) < 0)
- Linear (f''(x) = 0)
- Alternating concavity at x = 0
Explanation
f'(x) = [2x(x^2+3) - x^2(2x)] / (x^2+3)^2 = 6x / (x^2+3)^2.
f''(x) = [6(x^2+3)^2 - 6x * 2(x^2+3)(2x)] / (x^2+3)^4 = [6(x^2+3) - 24x^2] / (x^2+3)^3 = (18 - 18x^2) / (x^2+3)^3.
On (-1, 1), x^2 < 1 => 18(1 - x^2) > 0.
Since denominator (x^2+3)^3 > 0, f''(x) > 0 for all x in (-1, 1). Thus concave up.
Question 29Análisis, límites, derivadas y optimización
Find the value of the constant k such that lim (x -> 0) [ sqrt(x + 4) - 2 ] / (k * x) = 1/8.
- 4
- 2 Correct answer.
- 1
- 8
Explanation
Rationalize numerator:
[sqrt(x+4) - 2][sqrt(x+4) + 2] / [k*x*(sqrt(x+4) + 2)] = (x + 4 - 4) / [k*x*(sqrt(x+4) + 2)] = x / [k*x*(sqrt(x+4) + 2)] = 1 / [k*(sqrt(x+4) + 2)].
Limit as x -> 0: 1 / [k*(2 + 2)] = 1 / (4k).
Set 1 / (4k) = 1/8 => 4k = 8 => k = 2.
Question 30Análisis, límites, derivadas y optimización
Given a demand function p(q) = 50 - 2q, market equilibrium occurs at quantity q_0 = 10 and price p_0 = 30. Calculate the Consumer Surplus (CS).
- 200
- 50
- 100 Correct answer.
- 150
Explanation
Consumer Surplus CS = integral_0^{q_0} [p(q) - p_0] dq = integral_0^{10} [(50 - 2q) - 30] dq = integral_0^{10} (20 - 2q) dq
= [20q - q^2]_0^{10} = 20(10) - 10^2 = 200 - 100 = 100.
Question 31Álgebra matricial y sistemas
Given matrices A = [[1, 3], [-2, 4]] and B = [[2, -1], [0, 5]], calculate the matrix C = A + 2B.
- [[5, 1], [-2, 14]] Correct answer.
- [[3, 2], [-2, 9]]
- [[5, 5], [-2, 14]]
- [[4, 1], [-4, 14]]
Explanation
To compute C = A + 2B:
2B = 2 * [[2, -1], [0, 5]] = [[4, -2], [0, 10]].
Then C = [[1, 3], [-2, 4]] + [[4, -2], [0, 10]] = [[1+4, 3+(-2)], [-2+0, 4+10]] = [[5, 1], [-2, 14]].
Question 32Álgebra matricial y sistemas
Evaluate the determinant of the 3x3 matrix A = [[1, 2, 0], [3, -1, 4], [0, 2, 1]].
- 15
- -15 Correct answer.
- -7
- 9
Explanation
Expand by Row 1:
det(A) = 1 * det([[-1, 4], [2, 1]]) - 2 * det([[3, 4], [0, 1]]) + 0
= 1 * ((-1)(1) - (4)(2)) - 2 * ((3)(1) - (4)(0))
= 1 * (-1 - 8) - 2 * (3 - 0) = -9 - 6 = -15.
Question 33Álgebra matricial y sistemas
Consider the linear system: x + 2y - z = 3, 2x + 4y - 2z = 6, 3x + 6y - 3z = 9. According to the Rouché-Capelli Theorem, how is this system classified?
- Compatible Determinate (unique solution)
- Incompatible (no solution)
- Compatible Indeterminate (infinitely many solutions) Correct answer.
- Incomplete system
Explanation
Notice that Row 2 = 2 * Row 1 and Row 3 = 3 * Row 1.
Rank(A) = 1 and Rank(A|B) = 1. Since Rank(A) = Rank(A|B) = 1 < number of variables (3), the system is Compatible Indeterminate with 2 free parameters.
Question 34Álgebra matricial y sistemas
For what value of the parameter k does the system x + k*y = 4, 2x + 6y = 8 have infinitely many solutions?
- 6
- 2
- 0
- 3 Correct answer.
Explanation
For infinitely many solutions, the equations must be proportional.
Comparing coefficients: 2/1 = 6/k = 8/4 = 2.
So 6/k = 2 => k = 3.
Question 35Álgebra matricial y sistemas
Solve the matrix equation A · X + B = C for X, where A = [[1, 2], [0, 1]], B = [[3, 1], [2, 4]], and C = [[7, 5], [4, 6]].
- [[0, 0], [2, 2]] Correct answer.
- [[4, 4], [2, 2]]
- [[1, 0], [0, 1]]
- [[0, 2], [2, 0]]
Explanation
A · X = C - B.
C - B = [[7-3, 5-1], [4-2, 6-4]] = [[4, 4], [2, 2]].
A^(-1) for A = [[1, 2], [0, 1]] is [[1, -2], [0, 1]].
X = A^(-1) · (C - B) = [[1, -2], [0, 1]] · [[4, 4], [2, 2]] = [[1(4)-2(2), 1(4)-2(2)], [0(4)+1(2), 0(4)+1(2)]] = [[0, 0], [2, 2]].
Question 36Álgebra matricial y sistemas
Use Cramer's Rule to find the value of y in the linear system: 3x + 2y = 12, 5x - y = 7.
- 2
- 3 Correct answer.
- -3
- 1
Explanation
Main determinant D = det([[3, 2], [5, -1]]) = (3)(-1) - (2)(5) = -3 - 10 = -13.
Determinant for y: Dy = det([[3, 12], [5, 7]]) = (3)(7) - (12)(5) = 21 - 60 = -39.
By Cramer's Rule, y = Dy / D = -39 / -13 = 3.
Question 37Álgebra matricial y sistemas
In a Leontief input-output model, consumption matrix C = [[0.2, 0.2], [0.3, 0.1]] and final demand vector D = [[110], [66]]. Find total output vector X = (I - C)^(-1) · D.
- [[150], [120]]
- [[200], [150]]
- [[170], [130]] Correct answer.
- [[160], [140]]
Explanation
I - C = [[0.8, -0.2], [-0.3, 0.9]].
det(I - C) = (0.8)(0.9) - (-0.2)(-0.3) = 0.72 - 0.06 = 0.66.
(I - C)^(-1) = (1/0.66) * [[0.9, 0.2], [0.3, 0.8]].
X = (1/0.66) * [[0.9(110) + 0.2(66)], [0.3(110) + 0.8(66)]] = (1/0.66) * [[99 + 13.2], [33 + 52.8]] = (1/0.66) * [[112.2], [85.8]] = [[170], [130]].
Question 38Álgebra matricial y sistemas
Let A be a 3x3 invertible matrix with det(A) = -4. Calculate the value of det(A^(-1) · A^T · A^2).
- -16
- 64
- -4
- 16 Correct answer.
Explanation
Using properties of determinants:
det(A^(-1) · A^T · A^2) = det(A^(-1)) * det(A^T) * (det(A))^2
= (1 / det(A)) * det(A) * (det(A))^2 = (det(A))^2.
Since det(A) = -4, (det(A))^2 = (-4)^2 = 16.
Question 39Álgebra matricial y sistemas
Determine the value of the parameter m for which the matrix A = [[1, 1, 2], [2, 3, 5], [1, 2, m]] has rank equal to 2.
- 3 Correct answer.
- 5
- 2
- 0
Explanation
The rank is 2 when the 3x3 determinant is 0.
det(A) = 1 * (3m - 10) - 1 * (2m - 5) + 2 * (4 - 3)
= 3m - 10 - 2m + 5 + 2 = m - 3.
Setting det(A) = 0 yields m = 3.
Question 40Álgebra matricial y sistemas
Solve the system using Gauss elimination: x + y + z = 6, 2x - y + z = 3, x + 2y - z = 2. What is the value of x?
- 2
- 1 Correct answer.
- 3
- 0
Explanation
Subtract 2*Eq1 from Eq2: -3y - z = -9 => 3y + z = 9.
Subtract Eq1 from Eq3: y - 2z = -4.
From y - 2z = -4 => y = 2z - 4.
Substitute into 3(2z - 4) + z = 9 => 6z - 12 + z = 9 => 7z = 21 => z = 3.
Then y = 2(3) - 4 = 2.
Then x + 2 + 3 = 6 => x = 1.
Question 41Álgebra matricial y sistemas
If the matrix A = [[2, x + 1], [5, 4]] is symmetric, what is the value of x?
- 5
- 3
- 4 Correct answer.
- 6
Explanation
A matrix is symmetric if A = A^T, which means off-diagonal elements are equal: a_12 = a_21.
Here x + 1 = 5, so x = 4.
Question 42Álgebra matricial y sistemas
Compute the determinant of the 2x2 matrix A = [[4, -3], [2, 5]].
- 14
- 26 Correct answer.
- -26
- 23
Explanation
For a 2x2 matrix [[a, b], [c, d]], det(A) = ad - bc.
Here det(A) = (4)(5) - (-3)(2) = 20 - (-6) = 20 + 6 = 26.
Question 43Álgebra matricial y sistemas
Given the matrix A = [[1, 1], [0, 1]], find the matrix A^10.
- [[1, 1], [0, 1]]
- [[1, 100], [0, 1]]
- [[10, 10], [0, 10]]
- [[1, 10], [0, 1]] Correct answer.
Explanation
A^2 = [[1, 1], [0, 1]] · [[1, 1], [0, 1]] = [[1, 2], [0, 1]].
By mathematical induction, A^n = [[1, n], [0, 1]].
Thus A^10 = [[1, 10], [0, 1]].
Question 44Álgebra matricial y sistemas
For which value of the parameter 'a' is the system ax + y + z = 1, x + ay + z = a, x + y + az = a^2 inconsistent (incompatible)?
- -2 Correct answer.
- 1
- 0
- 2
Explanation
det(A) = (a - 1)^2 * (a + 2).
det(A) = 0 at a = 1 and a = -2.
For a = 1, all three equations become x + y + z = 1, which is compatible indeterminate.
For a = -2, adding the three equations gives 0 = 3 (contradiction), so the system is incompatible.
Question 45Álgebra matricial y sistemas
Given matrix A = [[2, -1], [1, 3]], find the scalar k such that A^2 - 5A + k*I = 0, where I is the 2x2 identity matrix.
- 5
- 7 Correct answer.
- -5
- 1
Explanation
By the Cayley-Hamilton theorem, any square matrix satisfies its characteristic polynomial λ^2 - tr(A)λ + det(A) = 0.
tr(A) = 2 + 3 = 5.
det(A) = (2)(3) - (-1)(1) = 6 + 1 = 7.
Thus A^2 - 5A + 7I = 0, so k = 7.
Question 46Álgebra matricial y sistemas
In an economy with two sectors, (I - C)^(-1) = [[1.25, 0.5], [0.25, 1.0]]. Labor coefficients per unit output are L = [0.3, 0.5]. If final demand for Sector 1 increases by 20 units (and Sector 2 demand is unchanged), how many additional worker-hours are required?
- 7.5
- 15
- 10 Correct answer.
- 12
Explanation
Change in total output ΔX = (I - C)^(-1) · ΔD = [[1.25, 0.5], [0.25, 1.0]] · [[20], [0]] = [[25], [5]].
Sector 1 output increases by 25 units, Sector 2 output increases by 5 units.
Additional labor = L · ΔX = 0.3(25) + 0.5(5) = 7.5 + 2.5 = 10 worker-hours.
Question 47Álgebra matricial y sistemas
Find the sum of all roots x of the equation det([[x-1, 5, 0, 3], [0, x+2, 4, -1], [0, 0, x-3, 2], [0, 0, 0, 2]]) = 0.
- 6
- 0
- -2
- 2 Correct answer.
Explanation
The matrix is upper triangular, so its determinant is the product of its diagonal entries:
det = (x - 1)(x + 2)(x - 3)(2) = 0.
Roots: x = 1, x = -2, x = 3.
Sum of roots = 1 + (-2) + 3 = 2.
Question 48Álgebra matricial y sistemas
Solve the matrix equation A · X · B = C for X, where A = [[1, 0], [2, 1]], B = [[2, 1], [0, 1]], and C = [[4, 2], [10, 5]].
- [[2, 0], [1, 0]] Correct answer.
- [[1, 0], [0, 1]]
- [[4, 0], [2, 0]]
- [[2, 1], [1, 1]]
Explanation
X = A^(-1) · C · B^(-1).
A^(-1) = [[1, 0], [-2, 1]].
B^(-1) = [[0.5, -0.5], [0, 1]].
A^(-1) · C = [[1, 0], [-2, 1]] · [[4, 2], [10, 5]] = [[4, 2], [2, 1]].
X = [[4, 2], [2, 1]] · [[0.5, -0.5], [0, 1]] = [[4(0.5)+0, 4(-0.5)+2], [2(0.5)+0, 2(-0.5)+1]] = [[2, 0], [1, 0]].
Question 49Álgebra matricial y sistemas
If matrix A has dimensions 2x3 and matrix B has dimensions 3x4, what are the dimensions of the transposed product matrix (A · B)^T?
- 2x4
- 3x3
- 4x2 Correct answer.
- 4x3
Explanation
The product matrix A · B has dimensions (2x3) · (3x4) = 2x4.
Taking the transpose swaps the dimensions, so (A · B)^T has dimensions 4x2.
Question 50Álgebra matricial y sistemas
Calculate the matrix product A · B for A = [[2, 1], [0, 3]] and B = [[1, 4], [2, -1]].
- [[2, 4], [0, -3]]
- [[4, 9], [6, -3]]
- [[3, 5], [2, 2]]
- [[4, 7], [6, -3]] Correct answer.
Explanation
Matrix multiplication row by column:
Row 1: [2(1)+1(2), 2(4)+1(-1)] = [2+2, 8-1] = [4, 7].
Row 2: [0(1)+3(2), 0(4)+3(-1)] = [0+6, 0-3] = [6, -3].
Thus A · B = [[4, 7], [6, -3]].