.in a production scheduling LP, the demand requirement constraint for a time period takes the form
a) beginning inventory + production + ending inventory ⥠demand
b) beginning inventory + production + ending inventory = demand
c) beginning inventory + production - ending inventory = demand
d) beginning inventory - production + ending inventory ⥠demand

Answers

Answer 1

The correct option for the demand requirement constraint in a production scheduling LP is option (c): beginning inventory + production - ending inventory = demand.

In a production scheduling LP, the demand requirement constraint represents the balance between the available inventory and the demand for the product. The constraint ensures that the production and inventory levels are sufficient to meet the specified demand.

Option (c) represents this relationship accurately by stating that the beginning inventory, production, and ending inventory, when subtracted from each other, should equal the demand. This equation reflects the concept of maintaining a balance between the production output and inventory changes to meet the demand

Option (a) is incorrect because it uses the greater than or equal to (≥) symbol, which does not accurately represent the constraint.

Option (b) is also incorrect because it uses the equality (=) symbol, which implies an exact balance between the inventory and demand, disregarding the changes in inventory.

Option (d) is incorrect because it uses the greater than or equal to (≥) symbol, which does not accurately represent the constraint.

Therefore, option (c) is the correct representation of the demand requirement constraint in a production scheduling LP.

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Related Questions

slope and y intercept of 5x+6y=-12

Answers

Answer:

0, -2 for the slope and y intercept

hooe this helps

Answer:

The slope is -5/6 and the y intercept is -2.

Step-by-step explanation:

One way to solve is rewriting the standard form ax+by=c to slope intercept form y=mx+b

5x+6y=-12

6y=-12-5x

Divide both sides by 6.

6y/6 = (-12-5x)/6

y=-2-(5/6)x

The slope is -5/6 and the y intercept is -2.


If we changed the 3 to a 0 in the equation, w
happen to the graph?

Answers

Answer:

the graph plotting changes, the numbers decreases

Please help me with this question

Answers

The value of a is of a = -1/3 and the equation of f(x) in factored form is f(x) = -1/3(x + 5)(x - 9)

How to define the function?

We are given the roots for each function, hence the factor theorem is used to define the functions.

The function is defined as a product of it's linear factors, if x = a is a root, then x - a is a linear factor of the function.

The roots for this problem are given as follows:

x = -5.x = 9.

Hence the function in factored form is defined as follows:

f(x) = a(x + 5)(x - 9)

When x = -2, f(x) = 11, hence the leading coefficient a is given as follows:

11 = a(3)(-11)

-33a = 11

33a = -11

a = -1/3.

Hence the equation is:

f(x) = -1/3(x + 5)(x - 9).

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Use the formula to find the volume of the figure. Show your work.

Answers

Hello !

Answer:

[tex]\boxed{\sf V{cone} \approx 2408.55 m^3}[/tex]

Step-by-step explanation:

To find the volume of a cone with the radius of its base and its height, we will apply the following formula:

[tex] \sf V{cone} = \dfrac{\pi \times r^2 \times h}{3} [/tex]

Where r is the radius of its base and h is its height.

Given:

r = 10 mh = 23 m

Let's substitute our values into the formula:

[tex]\sf V{cone} = \dfrac{\pi (10)^2(23)}{3} = \dfrac{2300\pi}{3} \ \ \\\boxed{\sf V{cone} \approx 2408.55 m^3}[/tex]

Have a nice day ;)

(PLEASE ANSWER! WILL GIVE BRAINLIEST)
Determine if the given set of lengths could be those
of the sides of a triangle.

(a) 2 cm, 3 cm, 4 cm
(b) 6 m, 7 m, 10 m
(c) 21 m, 21 m, 21 m
(d) 20 m, 20 m, 4 m
(e) 8 cm, 12 cm, 3 cm
(f)(x-2) cm, (x + 1) cm, 2x cm

Answers

Answer:

(a) yes

(b) yes

(c) yes

(d) yes

(e) no

(f) no--2x - 1 > 2x, so -1 > 0 (not true)

If you ride a pterodactyl for 3 hours at 10mph and then ride a spinosaurus for 1 hour at 2mph, what would be our average speed?

Answers

Answer:

To compute the average speed, multiply the total distance travelled by the whole time spent. There's a formula for speed, time and distance

Travel distance aboard the pterodactyl = 10 mph x 3 hours = 30 miles

Distance travelled on the spinosaurus = 2 miles x 1 hour = 2 miles

30 miles + 2 miles = 32 miles total distance travelled

Total time required = 3 hours + 1 hour = 4 hours

Average speed = total distance travelled divided by the total time taken = 32 miles divided by 4 hours = 8 mph

As a result, our average speed is 8 mph.

one pipe can fill a pool in 10 hours. another pipe can fill the same pool in 30 hours. how long would it take to fill the pool if both pipes were used at the same time?

Answers

Answer:

7,5 hours

Step-by-step explanation:

1/10+1/30=2/15

A committee must be formed with 5 teachers and 5 students. If there are 7 teachers to choose from, and 9 students, how many different ways could the committee be made?

Answers

There are 2,646 different ways to form the committee with 5 teachers and 5 students.

There are 7 teachers to choose from, and we need to select 5 of them. This can be done in C(7,5) ways:

C(7,5) = 7! / (5!2!) = 76 / 21 = 21

There are 9 students to choose from, and we need to select 5 of them. This can be done in C(9,5) ways:

C(9,5) = 9! / (5!4!) = 9876 / 4321 = 126

To find the total number of ways to form the committee, we multiply the number of ways to select 5 teachers by the number of ways to select 5 students:

21 × 126 = 2,646

Therefore, there are 2,646 different ways to form the committee with 5 teachers and 5 students.

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[tex]\frac{2x^3 -x^2 -18x +32}{2x-6}[/tex]

Answers

The quotient of the polynomial long division is determined as 4x²  +  11x  +  15. The remainder = -13

What is the quotient of the polynomial long division?

The quotient of the polynomial long division is calculated as follows;

                 

                 2x²  +  5.5x + 7.5

               -------------------------------------

( 2x - 6) √ (2x³ - x² - 18x + 32)

               - (2x³  - 12x²)

              ------------------------------------

                         11x² - 18x + 32

                     -  (11x² - 33x )

             -----------------------------------------

                                 15x  + 32

                              - (15x + 45)

                   ----------------------------------------

                                       -13

The quotient of the polynomial long division is determined as;

2x²  +  5.5x + 7.5 = 20x² +  55x²  + 75 = 4x²  +  11x  +  15

The remainder = -13

So (2x³ - x² - 18x + 32) / ( 2x - 6)  =  4x²  +  11x  +  15 [ -13 /  ( 2x - 6) ]

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The complete question is below:

(2x³ - x² - 18x + 32) / ( 2x - 6) . Find the quotient and remainder of this polynomial division.

someone help
please and asap and show steps

Answers

Answer:

44 yd^2

Step-by-step explanation:

Area of trapezium = ½ x (sum of the lengths of the parallel sides) x perpendicular distance between parallel sides

= 1/2 (12 + 5.6) × 5

= 44yd^2

HELPP PLEASE THANK YOUUUU

Answers

The estimate of the horizontal distance traveled by a ball hit at an angle of 55º is given as follows:

348.9 feet.

How to find the equation of linear regression?

To find the regression equation, which is also called called line of best fit or least squares regression equation, we need to insert the points (x,y) in the calculator.

From the table, the points in this problem are given as follows:

(15, 157.2), (20, 189.2), (24, 220.8), (30, 253.8), (34, 269.2), (40, 284.8), (45, 285).

Inserting these points into a calculator, the line of best fit is given as follows:

y = 4.42x + 105.8.

Hence when x = 55 the output is given as follows:

y = 4.42(55) + 105.8

y = 348.9 feet.

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It takes 8 workers 12 days to complete a job. How long would 6 workers take?

Answers

Answer:

It would take 6 workers 16 days to complete the job.

This is because the number of workers and the number of days are inversely proportional. This means that if the number of workers increases, the number of days will decrease, and vice versa.

In this case, the number of workers has decreased from 8 to 6. This means that the number of days will increase from 12 to 16.

Here is the formula for calculating the number of days it would take 6 workers to complete the job:

Number of days = (Number of workers x Number of days) / (New number of workers)

Plugging in the values, we get the following:

Number of days = (8 x 12) / 6 = 16

Therefore, it would take 6 workers 16 days to complete the job.

Step-by-step explanation:

Answer:

It will take 6 workers 16 days

Step-by-step explanation:

8 workers at 12 days = 96 work days

We have 6 workers

96/6 = 16 days

It will take 6 workers 16 days

How do I solve this?

Answers

The expression tan²θ-Sin²θ = tan²θsin²θ is proven that the left hand side is equal to the right hand side.

How to prove an expression?

To prove the expression, tan²θ-Sin²θ = tan²θsin²θ, start from the left-hand side and use the trigonometric identity tan²θ = sin²θ/cos²θ and the Pythagorean identity sin²θ + cos²θ = 1.

Starting from the left-hand side:

tan²θ - sin²θ = (sin²θ/cos²θ) - sin²θ

= sin²θ (1/cos²θ - 1)

= sin²θ ((1-cos²θ)/cos²θ)

= sin²θ (sin²θ/cos²θ)

= tan²θ sin²θ

Thus, it is shown that the left-hand side is equal to the right-hand side: tan²θ - sin²θ = tan²θ sin²θ.

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suppose we toss a fair coin repeatedly. we continue to do this until a tail is observed. let x be the number of tosses required. then x has: group of answer choices a binomial distribution, with mean 0.5. a binomial distribution, with mean 2. a binomial distribution, with variance 0.707. none of the answer options is correct.

Answers

The distribution of the number of coin tosses required until a tail is observed is geometric, not binomial. Its mean is 2 and variance is 2. so none of the answer options is correct and option is D).

The distribution of x, the number of tosses required until a tail is observed, is a geometric distribution.

It is not a binomial distribution because the trials are not independent (the probability of getting a tail increases with each additional toss). The mean of a geometric distribution with probability of success p is 1/p, so in this case the mean is 1/0.5 = 2.

The variance of a geometric distribution with probability of success p is (1-p)/p², so in this case the variance is (1-0.5)/0.5² = 2. Therefore, none of the answer choices is correct. So, the correct option is D).

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Which of the following is equivalent to sinθcosec wherever sinθcosec is defined? A. −1. B. 0.5. C. tanθ. D. −tanθ.

Answers

The expression sinθcosec is equivalent to 1 wherever it is defined, since cosecθ is the reciprocal of sinθ. Therefore, none of the given options are correct.

The expression sinθcosec is equivalent to 1 wherever it is defined, not any of the given options. To show this, recall that cosecθ is defined as the reciprocal of sinθ, i.e., cosecθ = 1/sinθ. Therefore, sinθcosec = sinθ(1/sinθ) = 1, whenever sinθ is not equal to 0 (since division by 0 is undefined).

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suppose the force acting on a column that helps to support a building is normally distributed with mean 15.0 kips and standard deviation 1.25 kips. what is the probability that the force

Answers

The z-score of 1.6 corresponds to a probability of 0.0548 or 5.48%. Therefore, the probability that the force acting on the column is greater than 17 kips is 5.48%.


To answer this question, we need to use the concept of deviation. The deviation measures the distance of a data point from the mean. In this case, the mean force acting on the column is 15.0 kips, and the standard deviation is 1.25 kips.
We can use the normal distribution formula to calculate the probability that the force will be within a certain range. Since we are interested in the probability that the force is greater than a certain value, we need to calculate the z-score corresponding to that value. The z-score is the number of standard deviations that the value is from the mean.
To calculate the z-score, we use the formula:
z = (x - mu) / sigma
where x is the value we are interested in, mu is the mean, and sigma is the standard deviation. In this case, we want to find the probability that the force is greater than a certain value, say 17 kips.
z = (17 - 15) / 1.25

= 1.6
In summary, the deviation of a data point from the mean is an important concept when calculating probabilities using the normal distribution. By calculating the z-score, we can determine the probability that a data point falls within a certain range. In this case, the probability that the force acting on the column is greater than 17 kips is 5.48%.

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Use the product rule to find the derivative of the function. Select the correct answer below and fill in the answer box(es) to complete your choice. The derivative is (x-50+(x+1)。 A. B. The derivative is (x-5)(x + 1) C. The derivative is (x-5) O D. The derivative is (x(1x+1) OE. The derivative is (x-5 1x+1)+

Answers

The correct answer is B. The derivative is 2x - 49.

To find the derivative of the function (x - 50 + (x + 1)), we can apply the product rule, which states that the derivative of the product of two functions is the first function times the derivative of the second function, plus the second function times the derivative of the first function.

Let's break down the given function into its components:

f(x) = (x - 50) + (x + 1)

To differentiate this function, we can consider each term separately:

Term 1: (x - 50)

Term 2: (x + 1)

Now, applying the product rule, we differentiate each term and combine the results:

Derivative of Term 1 = 1  (since the derivative of x is 1)

Derivative of Term 2 = 1  (since the derivative of x is 1)

Using the product rule, the derivative of the function is:

f'(x) = (x - 50) * 1 + (x + 1) * 1

f'(x) = x - 50 + x + 1

f'(x) = 2x - 49

Therefore, the correct answer is B. The derivative is 2x - 49.

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The coordinates of point J are (1.75,3)
What are the coordinates of point K?

Answers

The coordinates of point K can be given by (-1/4, 5/8).

What are cartesian coordinates?

Cartesian coordinates are the values on a graph that can be used to show the location of a point on the graph.

The coordinates of point K can be found as follows:

There are 4 lines between 0 and -1 on the x-axis which divide it into 4 equal parts.

Point K lies on the first line. This means that the x-coordinate of the point is -1/4.

There are 8 lines between 0 and 1 on the y-axis which divide it into 8 equal parts.

Point K lies on the fifth line. This means that the y-coordinate of the point is 5/8.

From this, we can understand that the coordinates of the point K on the graph can be given by (-1/4, 5/8).

Therefore, the coordinates of point K can be given by (-1/4, 5/8).

A manufacturer makes candles in the shape of right circular ...


Part A) One candle, in the shape of a cylinder, has a height of 7.5 inches and a diameter of 5 inches. What is the volume of the candle? round all answers to ...


·

Top answer:
Answer:The volume of the candle is [tex]147\ in^{3}[/tex]Step-by-step explanation:we know thatThe volume of a cylinder (candle) is equal to[tex]V=\pi ...
Missing: I'm ‎ended ‎miner

Answers

The Volume of the candle is approximately 147.66 cubic inches.

To find the volume of the candle, we need to use the formula for the volume of a cylinder, which is:

V = πr^2h

where r is the radius of the circular base, h is the height of the cylinder, and π is approximately equal to 3.14.

In this case, we are given that the height of the candle (h) is 7.5 inches and the diameter (d) is 5 inches. To find the radius (r), we need to divide the diameter by 2:

r = d/2 = 5/2 = 2.5 inches

Now we can substitute these values into the formula and simplify:

V = πr^2h

V = π(2.5)^2(7.5)

V = π(6.25)(7.5)

V = 147.66 cubic inches (rounded to two decimal places)

Therefore, the volume of the candle is approximately 147.66 cubic inches.

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what is the largest integer that is a divisor of \[(n 1)(n 3)(n 5)(n 7)(n 9)\] for all positive even integers $n$?

Answers

The largest integer that is a divisor of (n 1)(n 3)(n 57)(n 9 ) for all positive even integers $n$ is the largest prime factor of $n_9$.

The given expression consists of five consecutive odd numbers: $(n_1), (n_3), (n_5), (n_7), (n_9)$. When we multiply these consecutive odd numbers, all their prime factors cancel out except for the largest prime factor, which is the prime factor of the largest odd number.

Since we are considering even numbers, the largest odd number in this case is $n_9$. Therefore, the largest prime factor of the expression is the largest prime factor of $n_9$.

To find the largest prime factor of a number, we can start dividing it by the smallest prime numbers (2, 3, 5, etc.) and keep dividing until we can't divide anymore. The result will be the largest prime factor.

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Everett runs 1. 5 fewer miles than skylar. Everett runs 7. 64 miles. How many miles does skylar run?

Answers

To find how many miles Skylar runs, we need to use the information given that Everett runs 1.5 fewer miles than Skylar and that Everett runs 7.64 miles. Let x be the number of miles Skylar runs. Then, we know that x - 1.5 is the number of miles Everett runs.

  We can set up an equation:

x - 1.5 = 7.64

To solve for x, we add 1.5 to both sides:

x = 9.14

Therefore, Skylar runs 9.14 miles.

In summary, to find the number of miles Skylar runs, we can use the fact that Everett runs 1.5 fewer miles than Skylar and that Everett runs 7.64 miles. We can set up an equation and solve for x, which represents the number of miles Skylar runs. The answer is 9.14 miles.

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To find how many miles Skylar runs, we need to use the information given that Everett runs 1.5 fewer miles than Skylar and that Everett runs 7.64 miles. Let x be the number of miles Skylar runs. Then, we know that x - 1.5 is the number of miles Everett runs.

 We can set up an equation:

x - 1.5 = 7.64

To solve for x, we add 1.5 to both sides:

x = 9.14

Therefore, Skylar runs 9.14 miles.

In summary, to find the number of miles Skylar runs, we can use the fact that Everett runs 1.5 fewer miles than Skylar and that Everett runs 7.64 miles. We can set up an equation and solve for x, which represents the number of miles Skylar runs. The answer is 9.14 miles.

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pls help i really need it

Answers

The total surface area of the prism is 684.15 m²

How to find the surface area?

We can decompose the prism into 3 rectangles and two triangles.

The area of a rectangle is equal to the product between its dimensions, now let's find the areas of the rectangles from top to bottom.

a₁ = 15m*13m = 195m²

a₂ = 15m*9m = 135m²

a₃ = 15m*15.81m = 237.15 m²

And the area of a triangle of base B and height H is:

A = B*H/2

Here we have two triangles of height of 13m and a base of 9m, then the area of each triangle is:

A = 13m*9m/2 = 58.5m²

Then the total area of the prism is:

area =195m² +  135m² +  237.15 m² + 2* 58.5m²

area = 684.15 m²

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1/6(2-x)-1/3(2-x)>2
How to find x

Answers

Answer:

Answer

Step-by-step explanation:

To solve the inequality 1/6(2-x) - 1/3(2-x) > 2, we can simplify it step by step as follows:

1/6(2-x) - 1/3(2-x) > 2

(2-x)/6 - 2(2-x)/6 > 2

[2(2-x) - (2-x)]/6 > 2

(4-2x)/6 > 2

4-2x > 12

-2x > 8

x < -4

Therefore, the solution for x is x < -4.

the new jersey renewable energy incentive program provides incentives for the use of photovoltaics, solar hot water, and other renewable energy sources. during the last few years it was assumed that approximately 20% of families in new jersey are interested in the program. however, it is now suspected that this figure has increased. in order to test this, a random sample of 1200 families is selected, and it is found that 360 of them are interested in the program. what are the null and alternative hypotheses that should be used (h0

Answers

The sample proportion (360 out of 1200) can be used to estimate the population proportion, and statistical tests such as a one-sample proportion test or a Z-test can be applied to evaluate the hypotheses and determine the significance of the results.

The null and alternative hypotheses that should be used in this scenario are as follows:

Null Hypothesis (H₀): The proportion of families interested in the program is still 20% or less.

Alternative Hypothesis (H₁): The proportion of families interested in the program has increased, i.e., it is greater than 20%.

Symbolically, we can represent the hypotheses as:

H₀: p ≤ 0.20 (proportion is 20% or less)

H₁: p > 0.20 (proportion is greater than 20%)

In this case, "p" represents the population proportion of families in New Jersey interested in the renewable energy program.

To determine if there is sufficient evidence to reject the null hypothesis in favor of the alternative hypothesis, a hypothesis test can be conducted using appropriate statistical methods.

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In the US credit card debt is increasing at a steady rate of 8.5% every year. Citizens of this country are already is 86 billion in debt.
the following equation represents the US credit card debt, in billions of dollars
f (x)=86(1.085)^(x)
Does this equation show exponential growth or exponential decay? Explain using the function itself.
20 POINTS!!!!

Answers

It represents exponential growth. As x increases, the value of f(x) will increase at an accelerating rate, reflecting the steady growth rate of 8.5% each year in the US credit card debt.

The given equation, f(x) = 86(1.085)^x, represents the US credit card debt in billions of dollars over time. To determine whether this equation shows exponential growth or exponential decay, we need to analyze the properties of the function.

Exponential growth is characterized by an increasing value over time. In this case, if the value of f(x) is increasing as x increases, then it indicates exponential growth.

Let's examine the equation: f(x) = 86(1.085)^x.

The base of the exponential term, 1.085, is greater than 1. This implies that the value of f(x) will grow exponentially as x increases. Each time x increases by 1, the term (1.085)^x will be multiplied by 1.085, causing the function to grow even further. This multiplication by a constant greater than 1 ensures exponential growth.

Additionally, the initial value, 86 billion, further supports the idea of growth. As x increases, the exponential term will cause the function to increase rapidly, reflecting the compounding effect of the growth rate.

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(b)In the sequence the sum of the third and fourth term is -12, the sum of the third and fifth term is 60 and the sum of the fourth and fifth term is 24. Show that the term form geometric progression. Find the sum of the first ten terms of the sequence. ​

Answers

The sum of the first ten terms of the sequence is approximately -22.17.

Let the first term of the sequence be a, and let the common ratio be r. Then the third term is ar², the fourth term is ar³, and the fifth term is ar⁴.

We are given:

ar² + ar³ = -12

ar² + ar⁴ = 60

ar³ + ar⁴ = 24

Subtracting the first equation from the second gives:

ar⁴ - ar³ = 72

Subtracting the first equation from the third gives:

ar⁴ -ar²= 36

Dividing these two equations gives:

r - 1/r = 2

Multiplying both sides by r gives:

r² - 1 = 2r

r² - 2r - 1 = 0

Using the quadratic formula, we find:

r = 1 + √2 or r= 1- √2

Since the terms of the sequence must be real numbers, we can discard the second solution. Therefore, the common ratio is:

r = 1 + √(2)

To find the first term a, we can use the equation:

ar² + ar³ = -12

Substituting r and simplifying, we get:

a = -12 / (3 + 2√(2))

So, The sum of the first ten terms of the sequence is:

a(1 - r¹⁰) / (1 - r)

=-22.1666... (rounded to the nearest hundredth)

Therefore, the sum of the first ten terms of the sequence is approximately -22.17.

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a store keeper wants to mix two types of flour to gett 300 lbs so he can sell it by 2.05 per lbs . if he uses flour worth 2.40 pr lbp with another flr work 3$ pers lob how many lbs of each didhe use

Answers

The store keeper used 125 pounds of flour worth $2.40 per pound and 175 pounds of flour worth $3 per pound to get 300 pounds of mixed flour.

What is equation?

The assertion that two expressions are equal when they are connected by the equals sign ("="), is the mathematical definition of an equation. As an example, 2x - 5 = 13. The equations in this example are 2x - 5 and 13. The symbol "=" links these two expressions together.

Let x be the number of pounds of the flour worth $2.40 per pound, and y be the number of pounds of the flour worth $3 per pound. Since the store keeper wants to end up with 300 pounds of flour, we have:

x + y = 300

We also know that the store keeper wants to sell the mixed flour for $2.05 per pound. This means that the total cost of the flour (x pounds at $2.40 per pound, plus y pounds at $3 per pound) must be equal to:

300 pounds × $2.05 per pound = $615

In other words:

2.40x + 3y = 615

Two equations with two unknowns are now present:

x + y = 300

2.40x + 3y = 615

We can find x and y using algebra. One way to do this is to solve the first equation for x:

x = 300 - y

We can then substitute this expression for x into the second equation:

2.40(300 - y) + 3y = 615

Expanding the parentheses and simplifying, we get:

720 - 2.4y + 3y = 615

0.6y = 105

y = 175

So, the store keeper used 175 pounds of flour worth $3 per pound. To find the amount of flour worth $2.40 per pound, we can substitute y = 175 into the equation x + y = 300:

x + 175 = 300

x = 125

Therefore, the store keeper used 125 pounds of flour worth $2.40 per pound and 175 pounds of flour worth $3 per pound to get 300 pounds of mixed flour.

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Factorise completely:
ax-bx+by+cy-cx-ay

Answers

Answer:

x(a-b-c)+y(-a+b-c)

Step-by-step explanation:

Please help determine

Answers

The missing sides and angles are listed below:

Triangle A: x = 27.061

Triangle B: θ = 70.562°

Triangle C: θ = 51.756

How to find determine missing angles and sides in triangles

In this problem we find three triangles, a right triangle (Triangle a)) and two non-right triangles (Triangles b) and c)), whose missing angles and sides.

Triangle A

The missing side is determined by following trigonometric function:

x = 43 · sin 39°

x = 27.061

Triangle B

The missing angle is determined by sine law:

2.2 / sin 42° = 3.1 / sin θ

sin θ = 0.943

θ = 70.562°

Triangle C

The missing side is determine by cosine law:

4.1² = 5.2² + 3.6² - 2 · 5.2 · 3.6 · cos θ

16.81 = 40 - 37.44 · cos θ

37.44 · cos θ = 23.19

cos θ = 0.619

θ = 51.756

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arbitron media research incorporated conducted a study of the ipod listening habits of men and women. one facet of the study involved the mean listening time. it was discovered that the mean listening time for a sample of 8 men was 39 minutes per day. the standard deviation was 12 minutes per day. the mean listening time for a sample of 10 women was also 39 minutes, but the standard deviation of the sample was 16 minutes. at the 0.10 significance level, can we conclude that there is a difference in the variation in the listening times for men and women?g

Answers

There is no significance difference in the variation in the listening times for men and women.

In this study conducted by Arbitron Media Research Incorporated, the iPod listening habits of men and women were examined. One aspect of the study focused on the mean listening time for both genders. The objective is to determine if there is a significant difference in the variation of listening times between men and women. To do so, statistical analysis will be conducted using the given data.

To determine if there is a significant difference in the variation of listening times between men and women, we can perform a hypothesis test. Let's denote the mean listening time for men as μ₁, the mean listening time for women as μ₂, the standard deviation for men as σ1, and the standard deviation for women as σ₂.

Null Hypothesis (H₀): There is no difference in the variation of listening times between men and women. In mathematical terms, H₀ : σ₁ = σ₂.

Alternative Hypothesis (H₁): There is a difference in the variation of listening times between men and women. In mathematical terms, H₁ : σ₁ ≠ σ₂.

We will use a significance level of 0.10, which indicates that we are willing to accept a 10% chance of rejecting the null hypothesis when it is true.

To test this hypothesis, we can use the F-test for comparing variances. The F-test compares the ratio of the variances between two independent samples. In this case, the samples are the listening times of men and women. The F-test statistic is calculated as follows:

F = (s₁²) / (s₂²)

where s₁ and s₂ are the sample variances. In this case, the sample variances are the square of the standard deviations provided.

Let's calculate the F-test statistic using the given data:

For men:

Sample size (n₁) = 8

Sample standard deviation (s₁) = 12 minutes/day

Sample variance (s₁²) = (12²) = 144 minutes²/day²

For women:

Sample size (n₂) = 10

Sample standard deviation (s₂) = 16 minutes/day

Sample variance (s₂²) = (16²) = 256 minutes²/day²

Calculating the F-test statistic:

F = (s₁²) / (s₂²) = 144 / 256 ≈ 0.5625

Next, we need to determine the critical value for the F-test statistic at a significance level of 0.10. This critical value can be found in the F-distribution table. Since the sample size is small, we will use the F-distribution table.

With a sample size of 8 for men and 10 for women, the degrees of freedom for the numerator (df₁) is 7 (n₁ - 1) and the degrees of freedom for the denominator (df₂) is 9 (n₂ - 1).

Looking up the critical value from the F-distribution table with df₁ = 7 and df₂ = 9, at a significance level of 0.10, we find the critical value to be approximately 2.76.

Now, we compare the calculated F-test statistic with the critical value. If the calculated F-test statistic is greater than the critical value, we reject the null hypothesis; otherwise, we fail to reject the null hypothesis.

In this case, the calculated F-test statistic (0.5625) is less than the critical value (2.76). Therefore, we fail to reject the null hypothesis. This means that there is no enough evidence to conclude that there is a significant difference in the variation of listening times between men and women at the 0.10 significance level.

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