Question 2: The set cover problem is defined as follows:
SETCOVER = {(B, S1, S2, Sm, K): B is a finite set; m is an integer; S1, S2, Sm are sets with US = B; K is an integer; there exists a subset IC (1.2...., m} of size K, such that UierS₁ = B}.
Prove that the language SETCOVER is in NP.

Answers

Answer 1

Answer:

14

Step-by-step explanation:

eere4

Answer 2

If a given certificate C is a legitimate answer to the instance, we can check in polynomial time if it is (B, S1, S2, ..., Sm, K) of SETCOVER. Hence, the language SETCOVER is in NP.

To prove that the language SETCOVER is in NP, we need to show that given an instance (B, S1, S2, ..., Sm, K) of SETCOVER and a certificate C, we can verify in polynomial time whether C is a valid solution to the instance.

The certificate C in this case is a subset IC of {1, 2, ..., m} of size K, which represents the indices of the sets that form a cover for B. To verify whether C is a valid solution, we need to check two things:

Verify that IC has size K: We can simply count the number of elements in IC and check if it equals K. This can be done in O(m) time, which is polynomial in the size of the input.

Verify that the sets S_i for i in IC form a cover for B: We can iterate through the elements in B and check whether each element is present in at least one of the sets S_i, where i is in IC. Since B has at most |B| elements, and each set S_i has at most |B| elements, this can be done in O(K |B|) time, which is polynomial in the size of the input.

Therefore, If a given certificate C is a legitimate answer to the instance, we can check in polynomial time if it is (B, S1, S2, ..., Sm, K) of SETCOVER. Hence, the language SETCOVER is in NP.

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Related Questions

A company estimates that its sales will grow continuously at a rate given by the functio

S'(t) = 23 eᵗ where S'(t) is the rate at which sales are increasing, in dollars per day, on day t a) Find the accumulated sales for the first 9 days is

b) the sales from the 2nd day through the 5th day is

Answers

a) The accumulated sales for the first 9 days is approximately $9,359.49.

b) The sales from the 2nd day through the 5th day is approximately $6,022.25.

To find the accumulated sales for the first 9 days, we need to integrate the given rate of change of sales with respect to time:

S'(t) = [tex]23e^t[/tex]

Integrating both sides with respect to t, we get:

S(t) = ∫S'(t) dt = ∫[tex]23e^t[/tex]dt = [tex]23e^t[/tex] + C

where C is the constant of integration.

To find the value of C, we use the initial condition that the sales at day 0 (i.e., the starting point) is $0:

S(0) = 0 = 23e^0 + C

Therefore, C = -23.

Substituting this value of C, we get:

S(t) = [tex]23e^t[/tex] - 23

a) To find the accumulated sales for the first 9 days, we need to evaluate S(9) - S(0):

[tex]S(9) - S(0) = (23e^9 - 23) - (23e^0 - 23) = 23(e^9 - 1) ≈ $9,359.49[/tex]

Therefore, the accumulated sales for the first 9 days is approximately $9,359.49.

b) To find the sales from the 2nd day through the 5th day, we need to evaluate S(5) - S(2):

[tex]S(5) - S(2) = (23e^5 - 23) - (23e^2 - 23) = 23(e^5 - e^2) ≈ $6,022.25[/tex]

Therefore, the sales from the 2nd day through the 5th day is approximately $6,022.25.

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Cuantos litros requiere para recorrer 120 km?

Answers

The number of liters it would take to cover 120 km is 8 liters.

How to find the number of liters ?

Looking at the graph that shows the liters consumed per kilometer, or rather the number of kilometers per liter, we see that each liter enables to car to go for 15 km.

This means that if we should want to go 120 km, the number of liters needed would be:

= Distance to cover / Kilometers per liter

Distance to cover = 120 km

Kilometers per liter = 15 km

The liters needed are:

= 120 / 15

= 8 liters

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let be a -digit number, and let and be the quotient and the remainder, respectively, when is divided by . for how many values of is divisible by ?

Answers

There are a total of possible values of for which is divisible by .

We want to find the number of values of for which is divisible by . Let's consider the possible remainders when is divided by .

If , then is divisible by , since the last digit of any even number is 0, 2, 4, 6, or 8, all of which are divisible by .

If , then is not divisible by , since the last digit of any odd number is 1, 3, 5, 7, or 9, none of which are divisible by .

Therefore, we can assume that is even, and write as , where is an -digit number and is a digit from 0 to 9. We can then write:

We know that is divisible by , so we need to find the values of for which is divisible by . This is equivalent to finding the values of for which is divisible by , since is relatively prime to .

We can rewrite the equation above as:

This shows that is divisible by if and only if is divisible by . Since and are relatively prime, this occurs if and only if both and are divisible by . In other words, we need to find the values of such that both and are divisible by .

There are 5 even digits (0, 2, 4, 6, and 8) that can be chosen for , and 10 digits (0 to 9) that can be chosen for . Thus, there are a total of possible choices for the pair (). We need to determine how many of these pairs result in both and being divisible by .

For to be divisible by , we need the sum of its digits to be divisible by . Since is even, this is equivalent to requiring the sum of the digits of to be divisible by . This means that we can choose any combination of the even digits (0, 2, 4, 6, and 8) to fill the digits of , with no restrictions. There are 5 choices for each digit of , for a total of possible -digit numbers that are divisible by .

For to be divisible by , we need to be divisible by . Since is relatively prime to , this is equivalent to requiring to be divisible by . Since is an -digit number, it follows that is an -digit number. Thus, we need to choose the first digits of to be divisible by .

There are 10 choices for each of the first digits of , and 5 choices for the last digit (since it must be even). Thus, there are a total of possible -digit numbers that have the first digits divisible by .

To count the number of pairs () that result in both and being divisible by , we can use the multiplication principle: we multiply the number of choices for by the number of choices for , since these choices are independent of each other. Thus, the total number of pairs () is:

Therefore, there are a total of possible values of for which is divisible by .

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ANSWER THIS QUESTION QUICKLY PLS!
Nine people sit in chairs in a room.
In how many ways can four of these people be chosen to stand up?
Enter your answer in the box.

Answers

Step-by-step explanation:

Assuming the order matters....i.e.  they stand up one at a time

  (question does not state how the 4 are chosen)

9 choices for first

8 choices for second

7 choices for third

6 choices for fourth

9 x 8 x 7 x 6 = 3024 ways

  this is   9 P 4  =  9!/5! = 3024

Which inequality has the graph shown below?
y≤ x-3
Oy2x-3
O y ≥ 2x-3
O y ≤ 2x-3

Answers

Answer:

y ≥ 2x - 3

Step-by-step explanation:

The equation is y = mx + b

m = the slope

b = y-intercept

Slope = rise/run or (y2 - y1) / (x2 - x1)

Pick 2 points (0, -3) (2,1)

We see the y increase by 4 and the x increase by 2, so the slope is

m = 4/2 = 2

Y-intercept is located at (0, -3)

Because the graph is on top left, so the equation will be y ≥ 2x - 3

A person was driving their car on an interstate highway and a rock was kicked up and cracked their windshield on the passenger side.
The driver wondered if the rock was equally likely to strike any where on the windshield, what the probability was that it would have cracked the windshield in his line of site on the windshield. Determine this probability, provided that the windshield is a rectangle with the dimensions 28 inches by 54 inches and his line of site through the windshield is a rectangle with the dimensions 30 inches by 24 inches.

Answers

The probability, provided that the windshield is a rectangle with the dimensions 28 inches by 54 inches and his line of site through the windshield is a rectangle with the dimensions 30 inches by 24 inches is 0.476

How to calculate the probability

Continuous Probability is used for this information. Probability = Area of line of sight / total area of windshield

Probability = (30*24)/(28*54)

Probability = 0.476

The probability will be 0.476.

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Find the multiplicative inversea)36 mod 45b) 22 mod 35c) 158 mod 331d) 331 mod158

Answers

(a) The multiplicative inverse of 36 mod 45 is 4.

(b) The multiplicative inverse of 22 mod 35 is 4.

(c) The multiplicative inverse of 158 mod 331 is 201.

(d) The multiplicative inverse of 331 mod 158 is 119.

To find the multiplicative inverse of a number, we use the following formula:

[tex]a^-1 ≡ b (mod n)[/tex]

Where a is the number whose inverse is to be found, b is the multiplicative inverse of a and n is the modulus.

In this case, we have:

[tex]36^-1[/tex] ≡ b (mod 45) = 4

The multiplicative inverse of 22 mod 35 is 4. To find the multiplicative inverse of a number, we use the formula a * x ≡ 1 mod m where a is the number whose inverse we want to find, x is the inverse of a and m is the modulus.

We can solve this equation using the extended Euclidean algorithm1.

In this case, we have 22 * x ≡ 1 mod 35. Using the extended Euclidean algorithm, we can find that x = 41.

Therefore, the multiplicative inverse of 22 mod 35 is 4.

The multiplicative inverse of 158 mod 331 is 201. The modular multiplicative inverse of an integer a modulo m is an integer b such that the product ab is congruent to 1 with respect to the modulus m 1.

The multiplicative inverse of 331 mod 158 is 119.

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(a) The multiplicative inverse of 36 mod 45 is 4.

(b) The multiplicative inverse of 22 mod 35 is 4.

(c) The multiplicative inverse of 158 mod 331 is 201.

(d) The multiplicative inverse of 331 mod 158 is 119.

How to find the multiplicative inverse?

To find the multiplicative inverse of a number, we use the following formula:

a⁻¹  = b (mod n)

Where a is the number whose inverse is to be found, b is the multiplicative inverse of a and n is the modulus.

a) In this case, we have:

36⁻¹ ≡ b (mod 45) = 4

b) The multiplicative inverse of 22 mod 35 is 4.

To find the multiplicative inverse of a number, we use the formula

a * x ≡ 1 mod m

where a is the number whose inverse we want to find, x is the inverse of a and m is the modulus.

We can solve this equation using the extended Euclidean algorithm1.

In this case, we have 22 * x ≡ 1 mod 35. Using the extended Euclidean algorithm, we can find that x = 41.

Therefore, the multiplicative inverse of 22 mod 35 is 4.

c) The multiplicative inverse of 158 mod 331 is 201.

The modular multiplicative inverse of an integer a modulo m is an integer b such that the product ab is congruent to 1 with respect to the modulus m 1.

d) The multiplicative inverse of 331 mod 158 is 119.

hence, (a) The multiplicative inverse of 36 mod 45 is 4.

(b) The multiplicative inverse of 22 mod 35 is 4.

(c) The multiplicative inverse of 158 mod 331 is 201.

(d) The multiplicative inverse of 331 mod 158 is 119.

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what expression is equivalent to
1/5(n+45)

Answers

The equivalent expression of the fraction 1/{5(n+45)} as,

1/{5(n+45)} = 1/ (5n + 225)

Equivalent expression of 1/{5(n+45)} can be expressed as,

By applying distributive property of addition in the denominator of the given fraction 1/{5(n+45)} , we get

5(n + 45) = 5·n + 5·45

⇒ 5(n + 45) = 5n + 225

The numerator of fraction 1/{5(n+45)} can be written in equivalent expression as,

1 = 1·1 = 1

Thus, we can write the equivalent expression of the fraction 1/{5(n+45)} as,

1/{5(n+45)} = 1/ (5n + 225)

Equivalent expressions are defined as expressions which work in same way even though they look different from each other.

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Determine any data values that are missing from the table, assuming that the data represent a linear function..
1
2
6
10
a. 6
b. 15
Please select the best answer from the choices provided
OA
OB
c. 16
d. 14
OD
Mark this and return
Save and Exit
Next
Submit

Answers

The missing value is 14, and option d is correct.

How to solve

Consider the data table:

x      y

1      6

2     10

3      __

Data represent a linear  function.

To find:

The missing value.

Solution:

Let the missing value be p.

Slope Formula:

m= y2-y1/x2-x1

Data represent a linear function. So, the slope always remains the same.

10-6/2-1 = p -10/3-2

4= p- 10

Adding 10 on both sides, we get

p = 14

Therefore, the missing value is 14, and option d is correct.

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What is the probability that the person owns a Dodge or has four-wheel drive?

Answers

To determine the probability that a person owns a Dodge or has four-wheel drive, we need to know the total number of people being considered and how many of them meet either of these criteria. Without this information, we cannot provide an accurate answer.

To calculate the probability that a person owns a Dodge or has four-wheel drive, you need to consider the individual probabilities of each event and the overlapping probability of both events occurring. Let's denote the events as follows:

- P(D): Probability of owning a Dodge
- P(F): Probability of having a four-wheel drive
- P(D ∩ F): Probability of both owning a Dodge and having a four-wheel drive

Using the formula for the probability of either event occurring:

P(D ∪ F) = P(D) + P(F) - P(D ∩ F)

Without specific values for these probabilities, it is impossible to give a numerical answer. However, you can use the above formula once you have the relevant data.

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which is the better deal 18 oz for 6.60 or 12 oz for 4.75

Answers

The better deal is given by the equation A = 18 ounces for 6.60

Given data ,

Let the equation be represented as A

Now , For 18 oz for $6.60

Price per ounce = Total cost / Total ounces = $6.60 / 18 oz ≈ $0.3667 per oz

And , for 12 oz for $4.75

Price per ounce = Total cost / Total ounces = $4.75 / 12 oz ≈ $0.3958 per oz

Comparing the two price per ounce values, we can see that the price per ounce for 18 oz for $6.60 is lower than the price per ounce for 12 oz for $4.75

Hence , the better deal is 18 oz for $6.60

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The sum of two numbers is 32 and their difference is 13. What are the two numbers? Let's start by calling the two numbers we are looking for x and y.
The sum of x and y is 32. In other words, x plus y equals 32 and can be written as equation A:
x + y = 32
The difference between x and y is 13. In other words, x minus y equals 13 and can be written as equation B:
x - y = 13

Answers

The two numbers are x = 22.5 and y = 9.5. To find the two numbers, x and y, we will solve the given equations (A and B) simultaneously.

Equation A: x + y = 32
Equation B: x - y = 13

Step 1: Add Equation A and Equation B together to eliminate the 'y' variable.
(x + y) + (x - y) = 32 + 13
2x = 45

Step 2: Divide both sides by 2 to isolate 'x'.
2x / 2 = 45 / 2
x = 22.5

Step 3: Substitute the value of 'x' in Equation A to find the value of 'y'.
22.5 + y = 32

Step 4: Subtract 22.5 from both sides to isolate 'y'.
y = 32 - 22.5
y = 9.5

The two numbers are x = 22.5 and y = 9.5.

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Question 6 (1 point) CT scans were taken of the brains of Jimmy and 10 members of his family. We want to know if the volume of Jimmy's hippocampus, as measured by the scan, is significantly smaller than those of his family members. Which test should we use? A. one-tailed single-sample t-test B. two-tailed dependent samples t-test C. one-tailed dependent samples t-test D. two-tailed single-sample t-test

Answers

The correct answer is option D, the two-tailed single-sample t-test.

To determine which test should be used in this scenario, we need to consider the following factors:

Type of data: The data collected from the CT scans are continuous data.

Sample size: The sample size is small (11 in total).

Relationship between samples: The data from Jimmy's hippocampus is independent from that of his family members.

Based on these factors, we can eliminate options C and B, which both involve dependent samples.

Next, we need to determine whether we are comparing Jimmy's hippocampus volume to a known value or to the average volume of his family members. If we were comparing Jimmy's hippocampus to a known value (e.g. the population average), we would use a one-sample t-test (option A). However, since we are comparing Jimmy's hippocampus volume to the average volume of his family members, we need to use a two-sample t-test.

Therefore, the correct answer is option D, the two-tailed single-sample t-test.

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Find the next four terms in the arithmetic sequence 1/4, 3/4, 5/4

Answers

Answer:

7/4, 9/4, 11/4, 13/4

Step-by-step explanation:

+ In an arithmetic sequence, to find the pattern you must subtract a term from the term after it to find the common difference.

3/4 subtracted from 5/4 is 2/4

1/4 subtracted from 3/4 is 2/4

+ So the common difference is 2/4 (Aka 1/2, but you want to keep the same denominator)

+ Therefore, between each new term, you add 2/4

1/4, 3/4, 5/4, 7/4, 9/4, 11/4, 13/4... and so on

each computer component that the peggos company produces is independently tested twice before it is shipped. there is a 0.7 probability that a defective component will be so identified by the first test and a 0.9 probability that it will be identified as being defective by the second test. what is the probability that a defective component will not be identified as defective before it is shipped?

Answers

The probability that a defective component will not be identified as defective before it is shipped  is 0.42 or 42%.

Let's consider the events:

A: the component is defective

B1: the component is identified as defective in the first test

B2: the component is identified as defective in the second test

We want to find the probability that a defective component will not be identified as defective before it is shipped, which is equivalent to the probability that neither B1 nor B2 occur.

Using the complement rule, we can find the probability of the complement event (at least one test identifies the component as defective) and subtract from 1:

P(not identified) = 1 - P(B1 or B2)

Since the tests are independent, we can use the multiplication rule:

P(B1 and B2) = P(B1) * P(B2 | B1)

Since the component can only be identified as defective in the second test if it was not identified as defective in the first test, we have:

P(B2 | B1) = P(B2)

Therefore,

P(B1 and B2) = P(B1) * P(B2)

= P(A) * P(B1 | A) * P(B2 | A')

= 0.3 * 0.7 * 0.9

= 0.189

Using the addition rule for the probability of the union of two events:

P(B1 or B2) = P(B1) + P(B2) - P(B1 and B2)

= P(A) * (P(B1 | A) + P(B2 | A') - P(B1 | A) * P(B2 | A'))

= 0.3 * (0.7 + 0.1 - 0.7 * 0.1)

= 0.58

Therefore,

P(not identified) = 1 - P(B1 or B2)

= 1 - 0.58

= 0.42

So the probability that a defective component will not be identified as defective before it is shipped is 0.42 or 42%.

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ILL GIVE BRAINLEIST THIS WAS DUE YESTERDAY!! 5. Use the following information to answer the questions.
.
A survey asked 75 people if they wanted a later school day start time.
.
45 people were students, and the rest were teachers.
.
50 people voted yes for the later start.
• 30 students voted yes for the later start.
.
a) Use this information to complete the frequency table. (5 points: 1 point for
each cell that was not given above)
Students
Teachers
Total
Vote YES for
later start
Vote NO for later
start
Total
b) Use the completed table from Part a. What percentage of the people surveyed
were teachers? (2 points)

Answers

From the table shown below, there are 40% of the people from the survey that were teachers.

What is the table?

Through the use of given information, the numbers can be used to fill in the frequency table as follows:

Vote                YES for later start       Vote NO for later start       Total

Students                 30                                 15                                    45

Teachers                 20                                10                                    30

Total                         50                                25                                      75

b) To be able to know the percentage of people that were surveyed and who were teachers, we  have to divide the number of teachers by the total number of people that were said to have been surveyed:

Percentage of teachers

= 30 /75  x 100%

= 40%

Therefore, based on the above, 40% of the people were surveyed and they were teachers.

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PLEASE DO 7-10 I WILL GIVE BRAINLEST!!!!!

Answers

Answers in the pictures

If 25% of a number is 30 and 60% of the same number is 72, find 35% of that number.

Answers

Answer:42

Step-by-step explanation:

The number: x

--> x * 25% = 30

--> x * 60% = 70

So to find x --> 30 : 25% or 30 * 4 = 120

--> 120 * 35% = 42

Help please!

You board a Ferris Wheel at its lowest point (20 feet off the ground) and it begins to move counterclockwise at a
constant rate. At the highest point, you are 530 feet above the ground. It takes 40 minutes for 1 full revolution.
Derive the formula for h(t) by evaluating for the A, B, C, and D transformation factors.

h(t) = D + A sin (B (t-C))

Answers

The formula for the height above the ground, h(t) is h(t) = 255 sin (π/20 t) + 20.

How to get the formula

The amplitude is half the distance between the highest and lowest points, which is (530 - 20)/2 = 255 feet. So A = 255.

The period is 40 minutes, so B = 2π/40 = π/20.

At t = 0 (when we board the Ferris Wheel), we are 20 feet above the ground.

This means there is no phase shift, so C = 0.

The vertical shift is also 20 feet, so D = 20.

Putting it all together, we have:

h(t) = 255 sin (π/20 t) + 20

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54 kids with cell phones: a marketing manager for a cell phone company claims that more than of children aged - have cell phones. in a survey of children aged - by a national consumers group, of them had cell phones. can you conclude that the manager's claim is true? use the level of significance and the critical value method with the table.

Answers

We can conclude that the marketing manager's claim is true.

To determine whether the marketing manager's claim is true, we need to conduct a hypothesis test.

Let p be the proportion of all children aged 8-12 who have cell phones. The marketing manager claims that p > 0.5, while the national consumers group survey found that 39/54 or p' = 0.722 have cell phones.

The null hypothesis is that the true proportion of children with cell phones is less than or equal to 0.5:

H0: p ≤ 0.5

The alternative hypothesis is that the true proportion of children with cell phones is greater than 0.5:

Ha: p > 0.5

We will conduct a one-tailed hypothesis test with a level of significance of 0.05.

Under the null hypothesis, the sample proportion follows a binomial distribution with parameters n = 54 and p = 0.5. The standard error of the sample proportion is given by:

SE = √[p(1-p)/n] = √[0.5(1-0.5)/54] = 0.070

The test statistic is calculated as:

z = (p' - p) / SE = (0.722 - 0.5) / 0.070 = 3.14

The critical value for a one-tailed test with a level of significance of 0.05 is 1.645, using the standard normal distribution table.

Since the test statistic (z = 3.14) is greater than the critical value (1.645), we reject the null hypothesis and conclude that there is sufficient evidence to support the claim that more than half of the children aged 8-12 have cell phones.

Therefore, we can conclude that the marketing manager's claim is supported by the data from the survey.

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Find the Taylor polynomial of degree 3 for sin(x), for x near 0:

P3(x) = ?

Approximate sin(x) with P3(x) to simplify the ratio:

(sin x)/x= ?

Using this, conclude the limit:

limx0 (sin x) / x = ?

If anyone helps me, I will reward points

Answers

The Taylor polynomial of degree 3 for sin(x) is P3(x) = x - x^3/3! = x - x^3/6.

To approximate sin(x) with P3(x), we divide sin(x) by x and get:

(sin x) / x = 1 - x^2/3! + x^4/5! - x^6/7! + ...

So, sin(x) is approximately equal to P3(x) = x - x^3/6.

To find the limit of (sin x) / x as x approaches 0, we can use the fact that sin(x) is approximately equal to x when x is near 0. Therefore, we have:

limx0 (sin x) / x = limx0 (x - x^3/6) / x = limx0 (1 - x^2/6) = 1.

Therefore, the limit of (sin x) / x as x approaches 0 is 1.

2. Find the approximate volume of the cone. Use alt+227 or pi for pi as needed.

SHOW YOUR WORK

Answers

Answer:

[tex] v = \frac{1}{3} h\pi \: r { }^{2} \\ = \frac{1}{3} \times 3 \times \pi \times2 ^{2} \\ \frac{1}{3 } \times 3 \times \pi \times 4 \\ \frac{1}{3} \times 12\pi \\ 4\pi \: cm {}^{3} is \: the \: answer[/tex]

the answer is 4 pie cm cube

may I get branliest

I will buy a new car or a new house if I get a job. I will get a job whenever I study hard. Either I study hard or go to the party. I didn't buy a new house, but I visit my friend. I didn't go to the party. Therefore, I buy a new car.
(a) Covert the above argument into symbolic.
(b) Show that the argument is valid

Answers

The argument is valid as it follows the definition of the Fourier transform for both ranges of the function f(t).

(a) To convert the argument into symbolic notation, let's denote the Fourier transform of f(t) as F(w):

f(t) = sin(3t), for k ≤ |t| ≤ 2k

0, for |t| > 2k

F(w) = (1/2) * [(sin(2kw - 3) - sin(kw - 3)) / (kw - 3) + (sin(kw + 3) - sin(2kw + 3)) / (kw + 3)]

(b) To show that the argument is valid, we need to demonstrate that the expression for F(w) derived above satisfies the definition of the Fourier transform:

F(w) = (1/√(2π)) * ∫[from -∞ to +∞] f(t) * e^(-iwt) dt

Let's examine the validity of the argument:

For k ≤ |t| ≤ 2k:

In this range, the function f(t) is sin(3t). We substitute f(t) = sin(3t) into the integral expression and evaluate it to obtain the expression for F(w).

For |t| > 2k:

In this range, the function f(t) is 0. Since the Fourier transform of a zero function is also zero, F(w) = 0 in this case.

Therefore, the argument is valid as it follows the definition of the Fourier transform for both ranges of the function f(t).

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Find (a) the range and (b) the standard deviation of the data set 141,116,117,135,126,121 . Round to the nearest hundredth if necessary.

Answers

Range of the data is 19 and Standard deviation is 10.12

How do you find the range and standard deviation of a set of data?

The range of a set of data is the difference between the max and min values, and the standard deviation of the data is the square root of its variance.

The range is the difference between the lowest and highest values in a given set. The Standard Deviation is the square root of the variance.

The data set is :

141, 116, 117, 135, 126, 121

The mean of a set of numbers is the sum divided by the number of terms.

x' = (141 + 116 + 117+ 135 + 126 + 121)/6

x' = 756/6

x' = 126

Now, We have to find the standard deviation of the data set:

[tex]\sigma = \sqrt{\frac{(x-x')^2}{n-1} }[/tex]

Substituting the values

[tex]\sigma=[/tex] (16 √10) /5

= 10.12

Range of the data = Max value - Min value

Range of the data = 19

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30°
X
y
29.5


Hey i have a math test coming soon

Answers

The lengths of sides of the unknown are:

x = 59y = 29.5√3

How do i determine the value of x?

The value of x can be obtain as follow:

Angle (θ) = 30°Opposite = 29.5Hypotenuse = x =?

Sine θ = opposite / hypotenuse

Sine 30 = 29.5 / x

Cross multiply

x × sine 30 = 29.5

Divide both sides by sine 30

x = 29.5 / sine 30

Value of x = 59

How do i determine the value of y?

The value of y can be obtain as follow:

Angle (θ) = 30°Opposite = 29.5Adjacent = y =?

Tan θ = opposite / adjacent

Tan 30 = 29.5 / y

Cross multiply

y × Tan 30 = 29.5

Divide both sides by Tan 30

y = 29.5 / Tan 30

y = 29.5 ÷ 1/√3

y = 29.5 × √3

Value of y = 29.5√3

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Determine the amount of an ordinary simple annuity of $1500 deposited each month for 4 years at 6.1% per year compounded monthly.

Answers

The amount of the ordinary simple annuity of $1500 deposited each month for 4 years at 6.1% per year compounded monthly will be approximately $74,552.34.

To determine the amount of an ordinary simple annuity, we can use the formula for the future value of an ordinary annuity:

FV = P * [(1 + r)^n - 1] / r

Where:

FV is the future value of the annuity

P is the monthly payment amount

r is the monthly interest rate

n is the total number of compounding periods

In this case, the monthly payment amount (P) is $1500, the interest rate (r) is 6.1% per year compounded monthly, and the total number of compounding periods (n) is 4 years multiplied by 12 months in a year, which equals 48 months.

First, we need to calculate the monthly interest rate (r) by dividing the annual interest rate by 12 and converting it to a decimal:

r = 6.1% / 12 / 100 = 0.00508333

Now we can substitute the values into the formula to calculate the future value (FV):

FV = 1500 * [(1 + 0.00508333)^48 - 1] / 0.00508333

Calculating this expression gives us:

FV ≈ $74,552.34

Therefore, the amount of the ordinary simple annuity of $1500 deposited each month for 4 years at 6.1% per year compounded monthly will be approximately $74,552.34.

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what is the following formula? group of answer choices the total sum of squares of y the variance of y times z the population correlation coefficient the sample correlation coefficient

Answers

The variables and gives a measure of the strength of the linear relationship that is independent of the units in which the variables are measured.

The formula is the population correlation coefficient, denoted by the Greek letter rho (ρ).

The population correlation coefficient is a measure of the strength and direction of the linear relationship between two variables, denoted by X and Y. It ranges from -1 to 1, where -1 indicates a perfect negative linear relationship, 0 indicates no linear relationship, and 1 indicates a perfect positive linear relationship.

The formula for the population correlation coefficient is:

ρ = Cov(X,Y) / (σX * σY

where Cov(X,Y) is the covariance between X and Y, and σX and σY are the standard deviations of X and Y, respectively.

The numerator, Cov(X,Y), measures the degree to which X and Y vary together. It is positive when above-average values of X tend to be associated with above-average values of Y, and negative when above-average values of X tend to be associated with below-average values of Y.

The denominator, σX * σY, is a normalizing factor that puts the covariance on a standardized scale. It represents the spread of X and Y around their respective means.

By dividing the covariance by the product of the standard deviations, the population correlation coefficient removes the scale effects of the variables and gives a measure of the strength of the linear relationship that is independent of the units in which the variables are measured.

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Find the area of the region that lies inside the first curve and outside the second curve. 25. r2-8 cos 20, r= 2 29-34 Find the area of the region that lies inside both curves. 29. r= 3 cose, r=sin

Answers

25. The area of the region that lies inside the first curve and outside the second curve is 4[√3/2 - 2π/3] square units.

29. The area of the region that lies inside both curves is approximately 1.648 square units.

What is cylinder?

A 3D solid shape called a cylinder is formed by connecting two parallel and identical bases with a curving surface. The shape of the bases is similar to a disc, and the axis of the cylinder runs through the middle or connects the two circular bases.

25. To find the area of the region that lies inside the first curve and outside the second curve, we need to find the points where the two curves intersect, and then integrate the difference in the areas between the two curves from one intersection point to the other.

The two curves are given by:

r² = 8 cos θ   (first curve)

r = 2           (second curve)

To find the intersection points, we substitute r = 2 into the first equation and solve for θ:

2² = 8 cos θ

cos θ = 1/2

θ = ±π/3

So the two curves intersect at θ = π/3 and θ = -π/3. To find the area between the curves, we integrate the difference in the areas between the two curves from θ = -π/3 to θ = π/3:

A = ∫[-π/3,π/3] [(1/2)r² - 2²] dθ

Using the equation r² = 8 cos θ, we can simplify this to:

A = ∫[-π/3,π/3] [(1/2)(8 cos θ) - 4] dθ

A = ∫[-π/3,π/3] (4 cos θ - 4) dθ

A = 4 ∫[-π/3,π/3] (cos θ - 1) dθ

[tex]A = 4 [sin \theta - \theta]_{(-\pi/3)^{(\pi/3)[/tex]

A = 4 [sin(π/3) - π/3 - (sin(-π/3) + π/3)]

A = 4 [√3/2 - 2π/3]

Therefore, the area of the region that lies inside the first curve and outside the second curve is 4[√3/2 - 2π/3] square units.

29. To find the area of the region that lies inside both curves, we need to determine the points where the two curves intersect and then integrate the area enclosed between the curves over the appropriate range of polar angles.

The two curves are given by:

r = 3 cos(θ)  (first curve)

r = sin(θ)    (second curve)

To find the intersection points, we substitute r = 3 cos(θ) into the equation r = sin(θ) and solve for θ:

3 cos(θ) = sin(θ)

tan(θ) = 3

θ = tan⁻¹(3)

The intersection point lies on the first curve when θ = tan⁻¹(3), so we need to integrate the area enclosed between the curves from θ = 0 to θ = tan⁻¹(3).

The area enclosed between the curves at any angle θ is given by the difference in the areas of the circles with radii r = sin(θ) and r = 3 cos(θ). Thus, the area enclosed between the curves is:

A = ∫[0,tan⁻¹(3)] [(1/2)(3 cos(θ))² - (1/2)(sin(θ))²] dθ

Simplifying, we get:

A = ∫[0,tan⁻¹(3)] [9/2 cos²(θ) - 1/2 sin²(θ)] dθ

Using the identity cos(2θ) = cos²(θ) - sin²(θ), we can simplify this to:

A = ∫[0,tan⁻¹(3)] [(9/2)(cos²(θ) - (1/2)) + (1/2)cos²(2θ)] dθ

We can evaluate the first term of the integrand using the identity cos²(θ) = (1 + cos(2θ))/2, and the second term using the identity cos²(2θ) = (1 + cos(4θ))/2:

A = ∫[0,tan⁻¹(3)] [(9/4)(1 + cos(2θ)) - (1/4)(1 + cos(4θ))] dθ

Integrating each term separately, we get:

[tex]A = [(9/4)\theta + (9/8)sin(2\theta) - (1/16)sin(4\theta)]_{0^{(tan^-1(3))[/tex]

Simplifying and evaluating, we get:

A = (9/4)tan⁻¹(3) + (9/8)sin(2tan⁻¹(3)) - (1/16)sin(4tan⁻¹(3))

Using the identity sin(2tan⁻¹(3)) = 6/10 and simplifying, we get:

A = (9/4)tan⁻¹(3) + (27/40) - (3/40)tan⁻¹(3)

Therefore, the area of the region that lies inside both curves is approximately 1.648 square units.

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A researcher predicts that a new pain medication will increase levels of flexibility in patients. Thirty- one chronic pain patients are recruited and each is given the normal dose of the medicine. Twenty-four hours later, each patient's activity level of flexibility is measured. The scores for the sample averaged M = 5.2 with SS -170 after treatment. Assuming that flexibility levels in the chronic pain population averages mu = 4.5 are the data sufficient to conclude that the medication significantly increased flexibility? Use a one-tailed test and a .01 level of significance. If applicable, find Cohen's d. State your hypotheses in symbols, not words, and show your work for the standard error and obtained statistic!

Answers

Cohen's d is 0.44, which suggests a medium effect size

Null hypothesis: H0: µ = 4.5 and Alternative hypothesis: Ha: µ > 4.5 (one-tailed test)

The sample mean is M = 5.2 and the sample size is n = 31. The population standard deviation is unknown, so we use the t-distribution.

The standard error of the mean is:

[tex]SE=\frac{\sqrt{\frac{SS}{n-1} } }{\sqrt{n} } = \frac{\sqrt{\frac{-170}{30} } }{\sqrt{31} } = 0.328[/tex]

The t-statistic is:

[tex]t= (\frac{M-µ}{SE}) = (\frac{5.2-4.5}{0.328}) = 2.13[/tex]

Using a one-tailed t-test with a .01 level of significance and 30 degrees of freedom, the critical value is 2.756. Since the obtained t-value (2.13) is less than the critical t-value (2.756), we fail to reject the null hypothesis.

Since we failed to reject the null hypothesis, we cannot conclude that the medication significantly increased flexibility.

Cohen's d can be calculated as:

[tex]d= \frac{(M-µ}{SD} = \frac{5.2-4.5}{\sqrt{\frac{SS}{n-1} } } = \frac{0.84}{1.9} = 0.44[/tex]

Therefore, Cohen's d is 0.44, which suggests a medium effect size.

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Two sides of a trapezoid are shown below. The segment connecting points (-1,5) and (5,5) is a base of the trapezoid.
Draw the two missing sides so that the midsegment has a length of 9 units.

Answers

Answer:

To draw the missing sides of the trapezoid so that the midsegment has a length of 9 units, you can follow these steps:

Plot the given base segment connecting points (-1,5) and (5,5) on a coordinate plane.

Find the midpoint of the given base segment using the midpoint formula: Midpoint = ((x1 + x2)/2, (y1 + y2)/2), where (x1, y1) and (x2, y2) are the coordinates of the endpoints of the given base segment.

Plot the midpoint found in step 2 on the coordinate plane as the midpoint of the midsegment. Label it.

Draw two perpendicular lines from the midpoint found in step 2, each extending towards the other base of the trapezoid.

The intersection points of the perpendicular lines with the other base of the trapezoid will be the vertices of the missing sides.

Connect the vertices of the missing sides with the endpoints of the given base segment to complete the trapezoid.

Note: The specific length and orientation of the missing sides will depend on the location of the midpoint and the given base segment. There can be multiple valid trapezoids with a midsegment of length 9 units that connect the given bases at the midpoint.

Step-by-step explanation:

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