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2195 questions

Question 761Question

A research group evaluated 150 renewable energy projects. Each project utilizes at least one of three primary energy technologies: solar, wind, or hydro. Exactly 85 projects utilize solar power, 60 projects utilize wind power, and 45 projects utilize hydro power. Furthermore, 20 projects utilize both solar and wind power, 15 projects utilize both solar and hydro power, and 10 projects utilize both wind and hydro power. How many of the surveyed projects utilize all three energy technologies?

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Answer: 5

Answer

5 projects utilize all three energy technologies.
Applying the three-set inclusion-exclusion principle Total = |A| + |B| + |C| - (|A ∩ B| + |A ∩ C| + |B ∩ C|) + |A ∩ B ∩ C| + Neither gives 150 = 85 + 60 + 45 - (20 + 15 + 10) + |A ∩ B ∩ C| + 0. Simplifying yields 150 = 145 + |A ∩ B ∩ C|, which gives |A ∩ B ∩ C| = 5.

Step-by-Step Solution

1
Identify known set sizes and recall the Principle of Inclusion-Exclusion for three sets.
Total = 150, |S| = 85, |W| = 60, |H| = 45, |S ∩ W| = 20, |S ∩ H| = 15, |W ∩ H| = 10, Neither = 0.
Setting up known quantities ensures proper application of set intersection rules.
2
Substitute the set sizes into the formula: Total = |S| + |W| + |H| - (|S ∩ W| + |S ∩ H| + |W ∩ H|) + |S ∩ W ∩ H| + Neither.
150 = 85 + 60 + 45 - (20 + 15 + 10) + |S ∩ W ∩ H| + 0.
Pairwise overlaps are double-counted when individual sets are summed and must be subtracted; the central triple overlap is over-subtracted and must be added back.
3
Combine known terms and isolate the unknown triple intersection.
150 = 190 - 45 + |S ∩ W ∩ H| => 150 = 145 + |S ∩ W ∩ H| => |S ∩ W ∩ H| = 5.
Subtracting 145 from 150 yields the exact count of projects belonging to all three sets.

Key Concept

Three-Set Inclusion-Exclusion Principle
Estimated Time:2m 0s
Question 762Question

A boutique perfumery blends three essential oils—Jasmine, Sandalwood, and Bergamot—in an initial volume ratio of 4:3:24 : 3 : 2, respectively. To modify the fragrance profile, the perfumer adds 20 milliliters20\text{ milliliters} of Sandalwood and 40 milliliters40\text{ milliliters} of Bergamot to the mixture, leaving the amount of Jasmine unchanged. If the resulting volume ratio of Sandalwood to Bergamot is 5:65 : 6, what was the total initial volume, in milliliters, of the fragrance batch?

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Answer: 90

Answer

The total initial volume of the fragrance batch was 90 milliliters.
By representing the initial amounts of Jasmine, Sandalwood, and Bergamot as 4x4x, 3x3x, and 2x2x respectively, the total initial volume is 9x9x. Setting up the proportion 3x+202x+40=56\frac{3x + 20}{2x + 40} = \frac{5}{6} yields x=10x = 10. Substituting x=10x = 10 into 9x9x gives the initial volume of 90 milliliters.

Step-by-Step Solution

1
Define variables for the initial quantities using the given ratio.
Jasmine volume = 4x4x, Sandalwood volume = 3x3x, Bergamot volume = 2x2x, where xx is a positive multiplier. Total initial volume = 4x+3x+2x=9x4x + 3x + 2x = 9x.
Representing ratio parts algebraically allows setting up equations for the modified amounts.
2
Formulate an equation based on the new ratio after adding essential oils.
New Sandalwood volume = 3x+203x + 20, New Bergamot volume = 2x+402x + 40. Equating their ratio to 5:65 : 6 gives 3x+202x+40=56\frac{3x + 20}{2x + 40} = \frac{5}{6}.
The problem specifies the new relationship between Sandalwood and Bergamot.
3
Solve the proportion for xx.
Cross-multiplying gives 6(3x+20)=5(2x+40)    18x+120=10x+200    8x=80    x=106(3x + 20) = 5(2x + 40) \implies 18x + 120 = 10x + 200 \implies 8x = 80 \implies x = 10.
Finding the multiplier xx allows us to calculate the exact initial quantities.
4
Compute the total initial volume.
Total initial volume = 9x=9×10=909x = 9 \times 10 = 90 milliliters.
The question asks for the total initial volume of the batch.

Key Concept

Solving multi-step ratio problems involving additions to individual components by establishing an algebraic multiplier.
Question 763Question

For a certain constant kk, the quadratic equation x212x+k=0x^2 - 12x + k = 0 has two real roots, r1r_1 and r2r_2. If r12+r22=94r_1^2 + r_2^2 = 94, what is the value of kk?

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Answer: 25

Answer

25
Applying Vieta's formulas gives r1+r2=12r_1 + r_2 = 12 and r1r2=kr_1 r_2 = k. Substituting these into the identity (r1+r2)2=r12+r22+2r1r2(r_1 + r_2)^2 = r_1^2 + r_2^2 + 2r_1 r_2 yields 122=94+2k12^2 = 94 + 2k. Solving 144=94+2k144 = 94 + 2k gives 2k=502k = 50, so k=25k = 25.

Step-by-Step Solution

1
Apply Vieta's formulas to the given quadratic equation x212x+k=0x^2 - 12x + k = 0.
The sum of the roots is r1+r2=12r_1 + r_2 = 12 and the product of the roots is r1r2=kr_1 r_2 = k.
For a quadratic equation ax2+bx+c=0ax^2 + bx + c = 0, the sum of roots is b/a-b/a and product is c/ac/a.
2
Expand the square of the sum of the roots (r1+r2)2(r_1 + r_2)^2.
(r1+r2)2=r12+r22+2r1r2(r_1 + r_2)^2 = r_1^2 + r_2^2 + 2r_1 r_2
This algebraic identity connects the sum of roots, sum of squared roots, and product of roots.
3
Substitute r1+r2=12r_1 + r_2 = 12, r12+r22=94r_1^2 + r_2^2 = 94, and r1r2=kr_1 r_2 = k into the identity.
122=94+2k    144=94+2k12^2 = 94 + 2k \implies 144 = 94 + 2k
Replacing terms with known numerical values creates a linear equation in kk.
4
Isolate and solve for kk.
2k=14494=50    k=252k = 144 - 94 = 50 \implies k = 25
Basic algebraic manipulation yields the exact value of kk.

Key Concept

Vieta's Formulas and Symmetric Polynomial Identities
Estimated Time:1m 30s
Question 764Question

A pharmaceutical laboratory prepares a liquid vaccine solution by blending three ingredients: Active Compound X, Active Compound Y, and Distilled Water in the volume ratio of 3:4:83 : 4 : 8, respectively. To meet updated formulation guidelines, a chemist adds 1212 liters of Active Compound Y and 3636 liters of Distilled Water to the solution, leaving the quantity of Active Compound X unchanged. If the new ratio of Active Compound X to Distilled Water in the resulting solution is 1:41 : 4, what was the total volume, in liters, of the solution before any ingredients were added?

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Answer: 135

Answer

The total volume of the solution before any ingredients were added was 135 liters.
Representing the initial volumes of Active Compound X, Active Compound Y, and Distilled Water as 3x3x, 4x4x, and 8x8x, the initial total volume is 15x15x liters. After adding 3636 liters of Distilled Water while keeping Compound X at 3x3x liters, the ratio of X to Water becomes 3x8x+36=14\frac{3x}{8x + 36} = \frac{1}{4}. Solving 12x=8x+3612x = 8x + 36 gives 4x=364x = 36, so x=9x = 9. Multiplying 1515 by 99 gives the initial total volume of 135135 liters.

Step-by-Step Solution

1
Define the initial component quantities using a common ratio multiplier
The initial volumes of Compound X, Compound Y, and Distilled Water are 3x3x, 4x4x, and 8x8x liters, giving an initial total volume of 15x15x liters.
A ratio of 3:4:83 : 4 : 8 means the actual quantities are integer multiples of a common constant xx.
2
Set up the ratio equation reflecting the additions
The equation comparing the unchanged Compound X to the updated volume of Distilled Water is 3x8x+36=14\frac{3x}{8x + 36} = \frac{1}{4}.
No Compound X was added, so its volume stays 3x3x, whereas 3636 liters were added to the initial 8x8x liters of Distilled Water.
3
Solve the algebraic equation for the multiplier xx
4(3x)=1(8x+36)    12x=8x+36    4x=36    x=94(3x) = 1(8x + 36) \implies 12x = 8x + 36 \implies 4x = 36 \implies x = 9.
Cross-multiplying isolates the terms with xx and allows solving for the multiplier.
4
Calculate the target initial total volume
15×9=13515 \times 9 = 135 liters.
Substituting x=9x = 9 into the initial total volume expression 15x15x yields the final answer.

Key Concept

Solving multi-step ratio word problems by setting up unknown multiplier equations based on partial component alterations
Question 765Question

A container initially holds 100100 liters of an acid solution that is 40%40\% acid by volume. First, xx liters of the solution are drained and replaced with an equal volume of pure water. After the mixture is thoroughly stirred, xx liters of the new solution are drained and replaced with an equal volume of pure acid. If the final solution is 45.6%45.6\% acid by volume, what is the value of xx?

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Answer: 20

Answer

The value of xx is 2020 liters.
The solution requires tracking the amount of pure acid through two distinct replacement operations. Initially, there are 4040 liters of acid in 100100 liters of solution. Draining xx liters removes 0.4x0.4x liters of acid, leaving (400.4x)(40 - 0.4x) liters of acid after adding xx liters of pure water. In the second step, draining xx liters removes a fraction x100\frac{x}{100} of the remaining acid, leaving (400.4x)(1x100)(40 - 0.4x)(1 - \frac{x}{100}) liters of acid. Adding xx liters of pure acid yields a total acid volume of (400.4x)(1x100)+x=45.6(40 - 0.4x)(1 - \frac{x}{100}) + x = 45.6 liters. Expanding and solving the resulting quadratic equation x2+50x1400=0x^2 + 50x - 1400 = 0 gives x=20x = 20 (since x>0x > 0).

Step-by-Step Solution

1
Determine initial volume of solute (pure acid).
Initial acid volume = 40%×100=4040\% \times 100 = 40 liters.
Establishing the starting amount of pure acid in the 100100-liter container.
2
Model the acid amount after the first replacement (with water).
Acid volume after first replacement = 40(1x100)40\left(1 - \frac{x}{100}\right) liters.
Draining xx liters removes x100\frac{x}{100} of the total acid, and adding water adds zero acid.
3
Model the acid amount after the second replacement (with pure acid).
Final acid volume = 40(1x100)(1x100)+x40\left(1 - \frac{x}{100}\right)\left(1 - \frac{x}{100}\right) + x liters.
Draining xx liters of the new solution removes x100\frac{x}{100} of its acid, and replacing with pure acid adds xx liters of acid.
4
Set up and solve the quadratic equation given final acid volume of 45.645.6 liters.
x2+50x1400=0    (x+70)(x20)=0    x=20x^2 + 50x - 1400 = 0 \implies (x+70)(x-20) = 0 \implies x = 20.
Discarding the negative root (x=70x = -70) because volume must be positive.

Key Concept

Multi-stage sequential mixture removal and replacement
Question 766Question

A oceanographic research institute uses three autonomous submersibles���Submersible A, Submersible B, and Submersible C—to perform high-resolution seabed mapping. Working together at their respective constant rates, Submersible A and Submersible B can complete a full mapping mission in 1515 hours. Working together at their respective constant rates, Submersible B and Submersible C can complete the same mapping mission in 2424 hours. During a specialized operation, Submersible A works alone for 66 hours, after which it is recalled. Submersible B then works alone for 1010 hours, after which Submersible C joins Submersible B, and both work together for an additional 1212 hours to complete the remaining portion of the mission. How many hours would it take Submersible A to complete the entire seabed mapping mission working alone at its constant rate?

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Answer: 24

Answer

24 hours
The option stating 24 is correct because setting up the system of work rates rA+rB=115r_A + r_B = \frac{1}{15} and rB+rC=124r_B + r_C = \frac{1}{24}, along with the multi-stage work equation 6rA+10rB+12(rB+rC)=16r_A + 10r_B + 12(r_B + r_C) = 1, allows us to eliminate rCr_C and solve for rA=124r_A = \frac{1}{24}. Taking the reciprocal gives 24 hours.

Step-by-Step Solution

1
Define rate variables and set up combined rate equations.
Let rAr_A, rBr_B, and rCr_C be the hourly rates of Submersibles A, B, and C respectively (in fraction of mission per hour). We are given: (1) rA+rB=115r_A + r_B = \frac{1}{15} and (2) rB+rC=124r_B + r_C = \frac{1}{24}.
Work rates are additive reciprocals of completion times for constant-rate work problems.
2
Express total mission work completed in the multi-stage operation.
6rA+10rB+12(rB+rC)=16r_A + 10r_B + 12(r_B + r_C) = 1, which simplifies to 6rA+22rB+12rC=16r_A + 22r_B + 12r_C = 1.
Total work equals the sum of work done across all sequential operational phases.
3
Substitute equation (2) into the multi-stage work equation.
Since rC=124rBr_C = \frac{1}{24} - r_B, we get 6rA+22rB+12(124rB)=1    6rA+10rB+12=1    6rA+10rB=126r_A + 22r_B + 12\left(\frac{1}{24} - r_B\right) = 1 \implies 6r_A + 10r_B + \frac{1}{2} = 1 \implies 6r_A + 10r_B = \frac{1}{2}.
Substituting rCr_C eliminates one variable, reducing the system to two equations in rAr_A and rBr_B.
4
Solve the two-variable system for rAr_A.
Multiply equation (1) by 1010 to get 10rA+10rB=1015=2310r_A + 10r_B = \frac{10}{15} = \frac{2}{3}. Subtract 6rA+10rB=126r_A + 10r_B = \frac{1}{2} from this to get 4rA=2312=16    rA=1244r_A = \frac{2}{3} - \frac{1}{2} = \frac{1}{6} \implies r_A = \frac{1}{24}.
Eliminating rBr_B isolates Submersible A's rate.
5
Calculate the time taken by Submersible A working alone.
Time =1rA=11/24=24= \frac{1}{r_A} = \frac{1}{1/24} = 24 hours.
Completion time is the reciprocal of the hourly work rate.

Key Concept

System of Work Rate Equations for Multi-Stage Combined Work
Estimated Time:2m 30s
Question 767Question

A container holds 44 red tokens and 66 blue tokens. If two tokens are selected at random one after another without replacement, what is the probability that both selected tokens are red?

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Answer: 215\frac{2}{15}

Answer

215\frac{2}{15}
The option stating 215\frac{2}{15} is correct because selecting without replacement makes the second event dependent on the first. The first probability is 410\frac{4}{10} and the second probability is 39\frac{3}{9}. Multiplying these gives 410×39=1290=215\frac{4}{10} \times \frac{3}{9} = \frac{12}{90} = \frac{2}{15}.

Step-by-Step Solution

1
Calculate the probability of selecting a red token on the first draw.
P(\text{First Red}) = \frac{4}{10} = \frac{2}{5}
There are 44 red tokens out of a total of 1010 tokens.
2
Calculate the conditional probability of selecting a red token on the second draw given the first was red.
P(\text{Second Red} \mid \text{First Red}) = \frac{3}{9} = \frac{1}{3}
Because the selection is without replacement, 11 red token and 11 total token have been removed, leaving 33 red tokens out of 99 remaining tokens.
3
Multiply the sequential probabilities to find the combined probability.
P(\text{Both Red}) = \frac{2}{5} \times \frac{1}{3} = \frac{2}{15}
The probability of both dependent events occurring sequentially is the product of their individual conditional probabilities.

Key Concept

Probability of Dependent Events Without Replacement
Question 768Question

A barista has 4040 ounces of a flavored drink mixture that is 30%30\% syrup by volume. How many ounces of pure water must be added to reduce the syrup concentration to 24%24\% by volume?

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Answer: 10

Answer

10 ounces of pure water must be added.
Adding 10 ounces of pure water increases the total volume of the mixture from 40 ounces to 50 ounces while keeping the volume of pure syrup constant at 12 ounces. The resulting concentration is 12 / 50 = 0.24, or 24% by volume.

Step-by-Step Solution

1
Calculate the volume of pure syrup present in the initial mixture
1212 ounces of syrup
The initial 40-ounce mixture contains 30% syrup by volume (40×0.30=1240 \times 0.30 = 12).
2
Set up the concentration equation after adding xx ounces of pure water
1240+x=0.24\frac{12}{40 + x} = 0.24
Adding pure water increases the total volume to 40+x40 + x ounces without changing the amount of pure syrup.
3
Solve the linear equation for xx
x=10x = 10
Multiplying both sides by 40+x40 + x yields 12=9.6+0.24x12 = 9.6 + 0.24x, which simplifies to 2.4=0.24x2.4 = 0.24x, giving x=10x = 10.

Key Concept

Dilution of a mixture by adding pure solvent
Question 769Question
The function ff is defined for all real numbers by
f(x)={3x1if x4x2kif x>4f(x) = \begin{cases} 3x - 1 & \text{if } x \le 4 \\ x^2 - k & \text{if } x > 4 \end{cases}
where kk is a constant. If f(f(3))=14f(f(3)) = 14, what is the value of kk?
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Answer: 50

Answer

50
To solve for kk, evaluate the composite function f(f(3))f(f(3)) step-by-step. First, find f(3)f(3). Since 343 \le 4, we use the first branch of the definition: f(3)=3(3)1=8f(3) = 3(3) - 1 = 8. Next, evaluate f(8)f(8). Since 8>48 > 4, we use the second branch of the definition: f(8)=82k=64kf(8) = 8^2 - k = 64 - k. Given that f(f(3))=14f(f(3)) = 14, we set 64k=1464 - k = 14, which yields k=50k = 50.

Step-by-Step Solution

1
Evaluate the inner function value f(3)
f(3) = 8
Because 3 is less than or equal to 4, the definition f(x) = 3x - 1 applies, yielding f(3) = 3(3) - 1 = 8.
2
Express f(f(3)) in terms of k
f(8) = 64 - k
Since the inner value is 8 and 8 > 4, the piecewise condition specifies using f(x) = x^2 - k, giving f(8) = 8^2 - k = 64 - k.
3
Solve the linear equation for k
k = 50
Setting the calculated expression equal to the given value 14 gives 64 - k = 14, which simplifies to k = 50.

Key Concept

Piecewise Function Evaluation and Parameter Resolution
Estimated Time:1m 30s
Question 770Question

For all non-zero real numbers aa and bb, the binary operator \star is defined by ab=a2+baa \star b = \frac{a^2 + b}{a}. The function ff is defined by f(x)=x16f(x) = x \star 16 for all x0x \neq 0. If kk is a positive real number such that f(f(k))=10f(f(k)) = 10, what is the value of kk?

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Answer: 4

Answer

The value of kk is 44.
By definition of the custom operator, f(x)=x+16xf(x) = x + \frac{16}{x}. Evaluating f(4)=4+164=8f(4) = 4 + \frac{16}{4} = 8 and then f(f(4))=f(8)=8+168=10f(f(4)) = f(8) = 8 + \frac{16}{8} = 10 confirms that k=4k = 4 satisfies the condition.

Step-by-Step Solution

1
Express f(x)f(x) by applying the custom operator definition
f(x)=x16=x2+16x=x+16xf(x) = x \star 16 = \frac{x^2 + 16}{x} = x + \frac{16}{x}
Using a=xa = x and b=16b = 16 in ab=a2+baa \star b = \frac{a^2 + b}{a} simplifies the function formula.
2
Set m=f(k)m = f(k) and solve f(m)=10f(m) = 10 for mm
m+16m=10    m210m+16=0    (m2)(m8)=0m + \frac{16}{m} = 10 \implies m^2 - 10m + 16 = 0 \implies (m - 2)(m - 8) = 0, yielding m=2m = 2 or m=8m = 8
Replacing the inner function evaluation with an intermediate variable creates a manageable quadratic equation.
3
Solve f(k)=2f(k) = 2 and f(k)=8f(k) = 8 for positive real values of kk
For f(k)=2f(k) = 2: k22k+16=0k^2 - 2k + 16 = 0 has discriminant (2)24(1)(16)=60<0(-2)^2 - 4(1)(16) = -60 < 0, giving no real solutions. For f(k)=8f(k) = 8: k28k+16=0    (k4)2=0    k=4k^2 - 8k + 16 = 0 \implies (k - 4)^2 = 0 \implies k = 4.
Only m=8m = 8 produces a real value for kk because k+16k8k + \frac{16}{k} \geq 8 for all positive real numbers kk.

Key Concept

Custom Binary Operators and Nested Function Evaluation
Question 771Question

In a corporate workshop of 8080 executives, 5252 executives attended the Leadership module and 4040 executives attended the Negotiation module. If 1818 executives attended neither module, how many executives attended both modules?

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Answer: 30

Answer

30 executives attended both modules.
Applying the formula Total=Group A+Group BBoth+Neither\text{Total} = \text{Group A} + \text{Group B} - \text{Both} + \text{Neither} yields 80=52+40Both+1880 = 52 + 40 - \text{Both} + 18. Simplifying gives 80=110Both80 = 110 - \text{Both}, so the number of executives who attended both modules is 3030.

Step-by-Step Solution

1
Determine the number of executives who attended at least one of the two modules.
Executives attending at least one module = 8018=6280 - 18 = 62.
Subtracting those who attended neither module from the total gives the union of the two sets.
2
Apply the inclusion-exclusion principle to find the intersection of the two sets.
Both=Leadership+NegotiationAt least one=52+4062=30\text{Both} = \text{Leadership} + \text{Negotiation} - \text{At least one} = 52 + 40 - 62 = 30.
Summing the participants of each module double-counts those who attended both, so subtracting the number attending at least one module isolates the overlap.

Key Concept

Two-Set Overlapping Sets Formula (Inclusion-Exclusion Principle)
Estimated Time:1m 0s
Question 772Question

At a software firm, an audit of 200 developers evaluated proficiency in three programming languages: Python, Java, and C++.

- 120 developers are proficient in Python.
- 105 developers are proficient in Java.
- 95 developers are proficient in C++.
- 15 developers are proficient in all three languages.
- 10 developers are proficient in none of the three languages.
- The ratio of the number of developers proficient in BOTH Python and Java ONLY to the number of developers proficient in BOTH Python and C++ ONLY is 3:23 : 2.
- The number of developers proficient in ONLY Java is equal to the number of developers proficient in ONLY C++.

How many developers are proficient in ONLY Python?

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Answer: 55

Answer

55 developers are proficient in ONLY Python.
By decomposing the 3-set Venn diagram into 7 mutually exclusive regions, the given ratio d:e=3:2d : e = 3 : 2 gives d=3kd = 3k and e=2ke = 2k. Comparing the totals for Java (105105) and C++ (9595) under the condition that Java-only equals C++-only shows that k=10k = 10. Thus, 3030 developers are in Python and Java only, 2020 are in Python and C++ only, and 1515 are in all three. Subtracting these three regions from the total 120120 Python developers yields 120302015=55120 - 30 - 20 - 15 = 55 proficient in Python only.

Step-by-Step Solution

1
Assign variables to the Venn diagram regions and incorporate given ratios.
Represent d=PJ only=3kd = |P \cap J \text{ only}| = 3k and e=PC only=2ke = |P \cap C \text{ only}| = 2k, with g=15g = 15 and None=10\text{None} = 10.
Establishing explicit variables for non-overlapping regions simplifies system solving.
2
Set up set total equations for J|J| and C|C| to solve for kk.
J    b+3k+f=90|J| \implies b + 3k + f = 90 and C    b+2k+f=80|C| \implies b + 2k + f = 80. Subtracting yields k=10k = 10.
Since b=cb = c (Java only = C++ only), subtracting the two set equations eliminates bb and ff, directly giving kk.
3
Calculate the region values dd and ee, then solve for a=P onlya = |P \text{ only}|.
d=30d = 30, e=20e = 20. Then a=120(30+20+15)=55a = 120 - (30 + 20 + 15) = 55.
Subtracting all other regions of set PP from the total proficient in Python isolates those proficient ONLY in Python.

Key Concept

Three-Set Overlapping Sets and Region Decomposition
Question 773Question

Vessel A contains 4040 kilograms of an organic fertilizer mixture that is 60%60\% Nitrogen by weight. Vessel B contains 6060 kilograms of a fertilizer mixture that is 20%20\% Nitrogen by weight. First, xx kilograms of the mixture are removed from Vessel A and transferred into Vessel B, where the contents are thoroughly mixed. Then, xx kilograms of the newly formed mixture in Vessel B are transferred back into Vessel A. If the final mixture in Vessel A is 50%50\% Nitrogen by weight, what is the value of xx?

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Answer: 1212

Answer

The value of xx is 1212.
The correct answer of 12 kg accounts for the dynamic concentration change in Vessel B after the initial transfer. When x=12x = 12 kg is moved from Vessel A to Vessel B, Vessel B contains 72 kg total mixture with 19.2 kg Nitrogen, giving a concentration of 26.67%26.67\% (or 415\frac{4}{15}). Transferring 12 kg of this mixture back to Vessel A adds 12×415=3.212 \times \frac{4}{15} = 3.2 kg Nitrogen to the 16.8 kg Nitrogen remaining in Vessel A, resulting in exactly 20 kg of Nitrogen in a 40 kg total mixture (50%50\% concentration).

Step-by-Step Solution

1
Calculate the initial mass of Nitrogen in each vessel.
Vessel A initially has 0.60×40=240.60 \times 40 = 24 kg of Nitrogen. Vessel B initially has 0.20×60=120.20 \times 60 = 12 kg of Nitrogen.
Tracking exact solute quantities is required for setting up the mixture conservation equation.
2
Determine the amount of Nitrogen in both vessels after transferring xx kg from Vessel A to Vessel B.
Vessel A retains (40x)(40 - x) kg of solution containing (240.60x)(24 - 0.60x) kg of Nitrogen. Vessel B now has (60+x)(60 + x) kg of total mixture containing (12+0.60x)(12 + 0.60x) kg of Nitrogen.
The solution removed from Vessel A carries Nitrogen at a concentration of 60%.
3
Express the concentration of Nitrogen in Vessel B prior to the second transfer.
The concentration in Vessel B is CB=12+0.60x60+xC_B = \frac{12 + 0.60x}{60 + x}.
Concentration equals total mass of Nitrogen divided by total mass of the mixture in Vessel B.
4
Formulate the equation for the final Nitrogen mass in Vessel A after returning xx kg from Vessel B.
Final Nitrogen in Vessel A: (240.60x)+x(12+0.60x60+x)=0.50×40=20(24 - 0.60x) + x \cdot \left(\frac{12 + 0.60x}{60 + x}\right) = 0.50 \times 40 = 20.
The final volume of Vessel A is restored to 40 kg with a target concentration of 50%.
5
Solve the algebraic equation for xx.
40.60x+12x+0.60x260+x=0    (40.60x)(60+x)+12x+0.60x2=0    240+4x36x0.60x2+12x+0.60x2=0    24020x=0    x=124 - 0.60x + \frac{12x + 0.60x^2}{60 + x} = 0 \implies (4 - 0.60x)(60 + x) + 12x + 0.60x^2 = 0 \implies 240 + 4x - 36x - 0.60x^2 + 12x + 0.60x^2 = 0 \implies 240 - 20x = 0 \implies x = 12.
Multiplying through by (60+x)(60 + x) cancels the non-linear x2x^2 terms, yielding a linear relation.

Key Concept

Two-Stage Transfer and Dilution
Estimated Time:2m 30s
Question 774Question

A regional logistics company maintains a fleet consisting of delivery vans, medium trucks, and heavy cargo trucks in the initial ratio of 3:4:53 : 4 : 5, respectively. After the company retires 4 delivery vans, purchases 12 medium trucks, and purchases 6 heavy cargo trucks, the ratio of delivery vans to heavy cargo trucks becomes 1:21 : 2. What was the total number of vehicles in the fleet initially?

Show answer & explanation

Answer: 168

Answer

168
The initial ratio of 3:4:53 : 4 : 5 implies that the number of vans, medium trucks, and heavy cargo trucks can be represented as 3x3x, 4x4x, and 5x5x for some positive multiplier xx. The initial total fleet is 3x+4x+5x=12x3x + 4x + 5x = 12x. Modifying the counts according to the problem gives 3x43x - 4 vans and 5x+65x + 6 heavy trucks. Equating their ratio to 1/21/2 produces 3x45x+6=12\frac{3x - 4}{5x + 6} = \frac{1}{2}. Cross-multiplying gives 6x8=5x+66x - 8 = 5x + 6, which simplifies to x=14x = 14. Multiplying 1414 by the initial sum of ratio units (1212) yields the correct initial total of 168168.

Step-by-Step Solution

1
Define initial quantities using a common multiplier xx
Delivery vans =3x= 3x, Medium trucks =4x= 4x, Heavy cargo trucks =5x= 5x. Initial total fleet =3x+4x+5x=12x= 3x + 4x + 5x = 12x.
Expressing each vehicle count in terms of xx preserves the given initial ratio of 3:4:53 : 4 : 5.
2
Formulate the equation based on the updated vehicle counts and new ratio
New number of vans =3x4= 3x - 4. New number of heavy cargo trucks =5x+6= 5x + 6. Equation: 3x45x+6=12\frac{3x - 4}{5x + 6} = \frac{1}{2}.
The problem states that after retiring 4 vans and adding 6 heavy cargo trucks, the ratio of vans to heavy cargo trucks becomes 1:21 : 2.
3
Solve the algebraic equation for xx
2(3x4)=1(5x+6)    6x8=5x+6    x=142(3x - 4) = 1(5x + 6) \implies 6x - 8 = 5x + 6 \implies x = 14.
Cross-multiplying eliminates the fraction and isolates xx.
4
Calculate the initial total number of vehicles
Initial total =12x=12×14=168= 12x = 12 \times 14 = 168.
Substituting x=14x = 14 into the initial total expression 12x12x yields the total fleet size prior to any modifications.

Key Concept

Multi-part ratio scaling and structural algebraic modeling under quantity changes
Question 775Question

If xx is a real number such that x33x2=4x12x^3 - 3x^2 = 4x - 12, what is the sum of all possible values of xx?

Show answer & explanation

Answer: 33

Answer

The sum of all possible values of xx is 3.
Moving all terms to one side gives x33x24x+12=0x^3 - 3x^2 - 4x + 12 = 0. Grouping the terms yields x2(x3)4(x3)=0x^2(x - 3) - 4(x - 3) = 0, which factors completely into (x2)(x+2)(x3)=0(x - 2)(x + 2)(x - 3) = 0. The real solutions are x=2x = 2, x=2x = -2, and x=3x = 3. Adding these values together yields 2+(2)+3=32 + (-2) + 3 = 3.

Step-by-Step Solution

1
Rearrange the equation to set it equal to zero.
x33x24x+12=0x^3 - 3x^2 - 4x + 12 = 0
Grouping terms requires having all terms on one side of the equation.
2
Factor by grouping terms in pairs.
x2(x3)4(x3)=0(x24)(x3)=0x^2(x - 3) - 4(x - 3) = 0 \Rightarrow (x^2 - 4)(x - 3) = 0
Extracting the common factor (x3)(x - 3) allows reducing the cubic polynomial into a linear factor and a quadratic factor.
3
Factor the difference of squares and set each factor to zero to find all real roots.
(x2)(x+2)(x3)=0x=2,x=2,x=3(x - 2)(x + 2)(x - 3) = 0 \Rightarrow x = 2, x = -2, x = 3
By the zero-product property, the expression equals zero when any factor is equal to zero.
4
Calculate the sum of all distinct real solutions.
2+(2)+3=32 + (-2) + 3 = 3
The question asks for the sum of all possible real values of xx.

Key Concept

Polynomial Factoring by Grouping and Zero-Product Property
Estimated Time:1m 30s
Question 776Question

A retailer purchases a jacket for $80. The retailer marks up the purchase price by 25% to establish a list price. During a clearance sale, the jacket is sold at a 10% discount off the list price. What is the retailer's net profit on the sale of the jacket?

Show answer & explanation

Answer: $10

Answer

The retailer's net profit is $10.
To find the net profit, first determine the list price by adding a 25% markup to the cost price of 80,whichgives80, which gives 100. Then apply a 10% discount to the list price of 100,yieldingasellingpriceof100, yielding a selling price of 90. Subtracting the initial cost of 80from80 from 90 gives a net profit of $10.

Step-by-Step Solution

1
Calculate the list price by applying the 25% markup to the cost price.
List Price=$80+(0.25×$80)=$80+$20=$100\text{List Price} = \$80 + (0.25 \times \$80) = \$80 + \$20 = \$100
Markup is calculated as a percentage of the original cost price.
2
Calculate the selling price after applying the 10% discount to the list price.
Selling Price=$100(0.10×$100)=$100$10=$90\text{Selling Price} = \$100 - (0.10 \times \$100) = \$100 - \$10 = \$90
Discounts are calculated based on the list price, not the original cost price.
3
Calculate the net profit by subtracting the cost price from the selling price.
Net Profit=Selling PriceCost Price=$90$80=$10\text{Net Profit} = \text{Selling Price} - \text{Cost Price} = \$90 - \$80 = \$10
Profit is the difference between the final selling price and the initial purchase cost.

Key Concept

Profit, Loss, and Markup with Successive Percentages
Question 777Question

At a research foundation, annual grant funding was initially allocated among three divisions—Artificial Intelligence, Biotechnology, and Renewable Energy—in the ratio 7:4:37 : 4 : 3, respectively. At mid-year, the foundation redistributed the funding by transferring $10\$10 million from the Artificial Intelligence division to the Renewable Energy division, while the Biotechnology division's funding remained unchanged. After this transfer, the ratio of Artificial Intelligence funding to Renewable Energy funding became 3:23 : 2. What was the total annual grant funding, in millions of dollars, allocated across all three divisions?

Show answer & explanation

Answer: 140

Answer

The total annual grant funding allocated across all three divisions was 140140 million dollars.
By setting the initial funding amounts to 7x7x, 4x4x, and 3x3x million dollars, the total funding is 14x14x. The transfer alters Artificial Intelligence funding to 7x107x - 10 and Renewable Energy funding to 3x+103x + 10. Setting their ratio to 32\frac{3}{2} yields the equation 2(7x10)=3(3x+10)2(7x - 10) = 3(3x + 10), which simplifies to 5x=505x = 50, giving x=10x = 10. Thus, total funding is 14×10=14014 \times 10 = 140 million dollars.

Step-by-Step Solution

1
Define variables for the initial allocation based on the ratio 7:4:37 : 4 : 3.
Artificial Intelligence funding =7x= 7x, Biotechnology funding =4x= 4x, Renewable Energy funding =3x= 3x, and total funding =7x+4x+3x=14x= 7x + 4x + 3x = 14x.
Ratios represent relative parts of a whole multiplier xx.
2
Model the redistribution of funds.
New Artificial Intelligence funding =7x10= 7x - 10; New Renewable Energy funding =3x+10= 3x + 10.
Transferring $10\$10 million decreases Artificial Intelligence funding by 1010 and increases Renewable Energy funding by 1010.
3
Equate the new ratio to 3:23 : 2 and solve for xx.
7x103x+10=32    14x20=9x+30    5x=50    x=10\frac{7x - 10}{3x + 10} = \frac{3}{2} \implies 14x - 20 = 9x + 30 \implies 5x = 50 \implies x = 10.
Cross-multiplication converts ratio relationships into a solvable linear equation.
4
Calculate the total annual grant funding.
Total funding =14x=14×10=140= 14x = 14 \times 10 = 140 million dollars.
Substituting x=10x = 10 into the total funding expression 14x14x gives the final answer.

Key Concept

Algebraic setup of multi-part ratio redistribution problems
Question 778Question

What is the sum of all distinct real solutions to the equation (x24)2=9(x2)2(x^2 - 4)^2 = 9(x - 2)^2?

Show answer & explanation

Answer: 2-2

Answer

The sum of all distinct real solutions is 2-2.
Factoring (x24)2=9(x2)2(x^2 - 4)^2 = 9(x - 2)^2 gives (x2)2(x+2)29(x2)2=0(x - 2)^2(x + 2)^2 - 9(x - 2)^2 = 0. Factoring out (x2)2(x - 2)^2 yields (x2)2[(x+2)29]=0(x - 2)^2[(x + 2)^2 - 9] = 0, which simplifies to (x2)2(x1)(x+5)=0(x - 2)^2(x - 1)(x + 5) = 0. The distinct real solutions are x=2x = 2, x=1x = 1, and x=5x = -5. Adding these values together gives 2+1+(5)=22 + 1 + (-5) = -2.

Step-by-Step Solution

1
Rewrite x24x^2 - 4 as (x2)(x+2)(x - 2)(x + 2) and substitute into the left side
[(x2)(x+2)]2=(x2)2(x+2)2[(x - 2)(x + 2)]^2 = (x - 2)^2(x + 2)^2
To identify common factors on both sides of the equation
2
Rearrange the equation and factor out (x2)2(x - 2)^2
(x2)2(x+2)29(x2)2=0    (x2)2[(x+2)29]=0(x - 2)^2(x + 2)^2 - 9(x - 2)^2 = 0 \implies (x - 2)^2[(x + 2)^2 - 9] = 0
Factoring out common terms avoids losing roots by division
3
Factor the inner quadratic expression using difference of squares
(x+2)29=(x+23)(x+2+3)=(x1)(x+5)(x + 2)^2 - 9 = (x + 2 - 3)(x + 2 + 3) = (x - 1)(x + 5)
To break down the remaining quadratic into linear factors
4
Identify all distinct real roots and sum them
Roots are x=2x = 2, x=1x = 1, and x=5x = -5. Sum: 2+1+(5)=22 + 1 + (-5) = -2
To find the sum of all unique real solutions

Key Concept

Polynomial Factoring and Root Preservation
Estimated Time:2m 0s
Question 779Question

In a group of 100100 students, 6060 students study Spanish and 4040 students study French. Among the 6060 students studying Spanish, 1515 also study French. If a student who studies Spanish is selected at random, what is the probability that the selected student also studies French?

Show answer & explanation

Answer: 0.25

Answer

The probability that a randomly selected Spanish-studying student also studies French is 0.25.
Since the student is chosen from the group of 6060 Spanish-studying students, the sample space is restricted to 6060. Within this subset, 1515 students study French. The conditional probability is therefore 1560=0.25\frac{15}{60} = 0.25.

Step-by-Step Solution

1
Identify the total number of outcomes in the restricted sample space.
The sample space is restricted to students studying Spanish: n(Spanish)=60n(\text{Spanish}) = 60.
The question specifies that the student is chosen from those who study Spanish.
2
Identify the number of favorable outcomes within this restricted sample space.
The number of students studying both Spanish and French is n(SpanishFrench)=15n(\text{Spanish} \cap \text{French}) = 15.
We need the count of students who satisfy both the given condition and the target event.
3
Calculate the conditional probability.
P(FrenchSpanish)=1560=0.25P(\text{French} | \text{Spanish}) = \frac{15}{60} = 0.25.
Conditional probability is calculated by dividing the intersection count by the given condition's total count.

Key Concept

Conditional Probability: P(AB)=n(AB)n(B)P(A|B) = \frac{n(A \cap B)}{n(B)}
Question 780Question

A quality control inspector tests items from a batch containing nn high-grade items and 44 low-grade items, where n>1n > 1. Two items are selected sequentially. If the first item selected is high-grade, it is kept out of the batch for testing, and additionally 11 low-grade item is also removed from the batch before the second selection. If the probability of selecting two high-grade items in succession is 38\frac{3}{8}, what is the value of nn?

Show answer & explanation

Answer: 6

Answer

The initial number of high-grade items nn is 66.
Because the outcome of the first draw alters both the count of high-grade items and the count of low-grade items, the two draws are dependent events. The probability of drawing a high-grade item on the first draw is nn+4\frac{n}{n+4}. Following this successful outcome, the remaining pool consists of n1n-1 high-grade items and 33 low-grade items, yielding a total of n+2n+2 items. The probability of a second high-grade selection is therefore n1n+2\frac{n-1}{n+2}. Multiplying these probabilities gives n(n1)(n+4)(n+2)=38\frac{n(n-1)}{(n+4)(n+2)} = \frac{3}{8}. Solving the resulting quadratic equation 5n226n24=05n^2 - 26n - 24 = 0 gives n=6n = 6 (since nn must be a positive integer).

Step-by-Step Solution

1
Calculate the probability of selecting a high-grade item on the first draw.
P(H1)=nn+4P(H_1) = \frac{n}{n+4}
The initial batch contains nn high-grade items out of a total of n+4n+4 items.
2
Determine the conditional sample space for the second draw after event H1H_1 occurs.
High-grade items remaining = n1n-1; low-grade items remaining = 41=34-1=3; total remaining items = (n1)+3=n+2(n-1)+3 = n+2.
Drawing a high-grade item removes 11 high-grade item and 11 additional low-grade item from the batch.
3
Calculate the conditional probability of selecting a high-grade item on the second draw.
P(H2H1)=n1n+2P(H_2 | H_1) = \frac{n-1}{n+2}
There are now n1n-1 high-grade items out of n+2n+2 total remaining items.
4
Set up and solve the algebraic probability equation.
n(n1)(n+4)(n+2)=38    8n28n=3(n2+6n+8)    5n226n24=0    (5n+4)(n6)=0    n=6\frac{n(n-1)}{(n+4)(n+2)} = \frac{3}{8} \implies 8n^2 - 8n = 3(n^2 + 6n + 8) \implies 5n^2 - 26n - 24 = 0 \implies (5n+4)(n-6) = 0 \implies n = 6.
Because n>1n > 1 is required, the negative fraction root 45-\frac{4}{5} is discarded.

Key Concept

Probability of dependent events with non-standard sample space modifications
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