automatic machines are serviced by a singale repairperson. If at time t, a ma- chine is working, the probability that it will break down in (t,t +) is 18 + 08). A machine which breaks down is serviced immediately unless the repairperson is servicing another machine in which case the break down machines form a waiting line for service. The time it takes a repairperson to repair a machine is exponentially distributed with mean 1/u. Let Xt be the number of machines NOT working at time t. (a) Show that {X{}t>o is a continuous homogenerous MC satisfying the Basic As- sumption and find the Q-matrix. (b) Find the long run probability dist (limit dist) of Xt. (c) Find the stationary dist of Xt. (d) Find the maximum ratio of /u so that the proportion that no marchines work at time t is less 0.05 in the long run.

Answers

Answer 1

We are given a system of automatic machines serviced by a single repairperson. The probability that a working machine breaks down in a small time interval (t, t + Δt) is given by 18Δt + O(Δt). If a machine breaks down, it is immediately serviced unless the repairperson is already working on another machine.

We define Xt as the number of machines not working at time t.

(a) To show that {Xt, t > 0} is a continuous-time homogeneous Markov chain satisfying the Basic Assumption, we need to verify that the transition probabilities depend only on the current state and the time elapsed. We derive the transition rates and construct the Q-matrix accordingly.

(b) The long-run probability distribution of Xt is found by solving the steady-state equations, setting the time derivative of the probability vector to zero.

(c) The stationary distribution of Xt is determined by normalizing the long-run probability distribution, ensuring that the probabilities sum up to 1.

(d) To find the maximum ratio of λ/u such that the proportion of non-working machines at time t is less than 0.05 in the long run, we calculate the long-run probabilities for different values of λ/u until we find the maximum value that satisfies the given condition.

In conclusion, we analyze the system of machines and repairperson using continuous-time Markov chain theory. We find the Q-matrix, long-run probability distribution, stationary distribution, and determine the maximum ratio of λ/u for a desired proportion of non-working machines in the long run.

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Related Questions

about how long would it take Vicky to read 25 pages? Explain.

Answers

Answer:

so i do not have that many resources like how fast she can read, how many pages there are, and how many words are on the page

Step-by-step explanation:

if she is and older person than i can say 25 pages in 13 or 14 minutes but if she is younger than i can say 20 or 22 minutes i hope this helps with your problem

How does a domain restriction placed on a non-invertible function affect its inverse? drag a function or an interval into each box to correctly complete the statement.

Answers

A domain restriction placed on a non-invertible function affect its inverse.

Using inverse function concepts, it is found that:

The inverse of the function is \(y = \sqrt{x+3}-1\), and the domain of the inverse function is \(\left[-3,\infty ]\)

   A function will have an inverse if for each output, there is only one respective input.

   The domain of the inverse is the range of the original function.

The function given is:

\(f(x) = (x+1)^{2} -3\)

   It's range is \(\left[-3, \infty]\), which will be the domain of the inverse.

To find the inverse, we exchange x and y, and isolate y, then:

\(y = (x+1)^{2} - 3\\ \\x = (y+1)^{2} - 3\\\\(y+1)^{2} = x+3\\ \\\sqrt{((y+1)^{2}} = \sqrt{x+3} \\\\y+1 = \sqrt{x+3}\\\\y = \sqrt{x+3} -1\)

The inverse of the function is \(y = \sqrt{x+3} -1\), and the domain of the inverse function is \(\left[-3, \infty]\).

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Which expression has the same meaning as n 3/8?

Which expression has the same meaning as n 3/8?

Answers

Answer:

I think its the one on the bottom right

Step-by-step explanation:

Answer:

bottom right is the answer i think

help me pls...
I will give 20 points and brainly

help me pls... I will give 20 points and brainly

Answers

Answer:

\(1 \times { 10}^{ - 9} m\)

Step-by-step explanation:

It can be written in scientific notation as \(1 \times { 10}^{ - 9} m\),

Hope this helps u.... ^_^❤️

Answer:

a) 1 nm = 0. 000 000 001 m

b) 1 nm = 1×10⁻⁹ m

Calculate the missing information for the installment loan that is being paid off early.

Answers

The computation illustrates that the rebate fraction is 0.18

How to compute the value?

Given that : the total number of payments = 36

The number of payments made = 21

Remaining payments = 36-21 =15

We know that the sum of the digits for n payments

S = (n(n+1))/2

sum of the digits payments remaining = 15*(15+1)/2

= (15*16)/2

= 240/2

= 120

Sum of the digits number of payments = 36*(37)/2

= 1332

= 666

Rebate fraction = 120/666 =0.18

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Complete question

Calculate the missing information for the installment loan that is being paid off early.

Number of payment = 36

Payment made = 21

Payment remaining = ?

Rebate fraction = ?

pls answer help this is due today and i need the answer

pls answer help this is due today and i need the answer

Answers

Answer:

<1 and <3 are vertical angles and  <2 and <4 are vertical angles

Step-by-step explanation:

Hope this helps. pls mark me brainliest.  :)

Answer:

2 and 4 are vertical angles

Step-by-step explanation:

I need help on number 6

I need help on number 6

Answers

Answer: The figure needs to be translated 3 points to the right and 1 point down.

Step-by-step explanation:

What is a translation?

A translation is where a figure on the coordinate plane moves from one point to another.

 How To Solve

simply count the points on the graph. we can see that if we take one point in figure B, for example, (-2,1), and count until we get to the figure mentioned in question 5, (1,0) we can see that the exact point was 3 right and 1 point down for the figure in question #5. You can also take the similar points of the figures and see the change in the x and y, for example, in (-2,1) and (1,0) we can see that -2 goes to 1, so that is an increase of three, and if we look at 1 and zero, the change in the y is a decrease. y goes vertical, so it can only go up and down. From the data, we know that it went down 1, which was a negative change. We know negative means decreasing, so it went down. the x goes horizontal, so that means it can only go right to left. an increase on the x plane means we are going right, so we go right 3.

(sorry i took so long)    

It takes a train going 50 mph approximately _____ to stop safely.
A. 100 ft B. 1/2 miles C. 1 1/2 miles D. 5 miles

Answers

It takes a train going 50 mph approximately 11/2 miles to stop safely.

The distance a train takes to come to a stop can be determined by several factors, including the speed of the train, the weight of the train, the condition of the brakes and the track, and the reaction time of the engineer.

In general, a train going 50 mph will take about 1 1/2 miles or 8,000 feet to stop safely. This is because a train moving at 50 mph is traveling at about 75 feet per second, and it takes a significant distance to slow down a heavy object moving at such a high speed. It's important to note that this is an estimation, and the actual stopping distance may vary depending on the specific conditions.

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Based on the graph of the general solution to the differential equation dy over dx equals 2 times x minus 2 times y comma which of the following statements is true

Answers

Statements is TRUE

Based on the graph of the general solution to the differential equation dy over dx equals 2 times x - 2 times y = dy/dx=2x-2y.

What is general solution to the differential equation?

A differential equation's solution is an expression for the dependent variable in terms of one or more independent variables that satisfy the relationship.

The statement which is true is the slopes are all positive in quadrant I.

Given the differential equation is dy/dx=2x-2y

A differential equation is an equation that contains at least one derivative of an unknown function, either a normal differential equation or a partial differential equation.

Given dy/dx=2x-2y

now slope=2x-2y

Along x-axis, y=0. So, slope=2x+0.

Since it depends upon x hence the slope along the y-axis are not horizontal.

Along y-axis, x=0. So, slope -2y+0.

The slope along the x-axis are also not horizontal.

In quadrant I:

x,y≥20

So, dy/dx ≥20

Therefore, the slopes are all positive in quadrant I. In quadrant IV,

x≥0,y≤0

so, dy/dx is not always positive.

The slope are not all positive in quadrant IV:

Therefore, the slope are all positive in quadrant I for the differential equation dy/dx=2x-2y.

General solution to the differential equation =

dy/dx=2x-2y.

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Complete Question:

Based on the graph of the general solution to the differential equation dy over dx equals 2 times x plus y comma which of the following statements is true?

The slopes along the y-axis are horizontal.

The slopes along the x-axis are horizontal.

The slopes are all positive in Quadrant 1.

The slopes are all positive in Quadrant 4.

3) Analyzing Circle ClaimsClare says, "The diameter of the unicycle wheel is about 0.5 meters. In 5 complete rotations it will go about 5/2π m²."Andre says, "I agree with Clare's estimate of the diameter, but that means the unicycle will go about 5/4π m."I do not agree with either of them.

Answers

Answer:

In 5 complete rotations it will go 7.85 m.

Step-by-step explanation:

Diameter = O.5 m

Clare: 5/(2 x 3.14) = 0.795 m

Andre: 5/(4 x 3.14) = 0.397

C = 3.14 x 0.5 = 1.57 x 5 =7.85m

I need Help Quick!!!

I need Help Quick!!!

Answers

Answer:

150-200

Step-by-step explanation:

b.The branch manager wants to improve the service and suggests dispatching buses every 0.5 minute. She argues that this will reduce the average traveling time (a round trip) to 3.5 minutes. Is she correct? (Enter "Yes" or "No" in the following blank). c. Following the branch manager's suggestion (dispatch busses every 0.5 min), what will the average traveling time be? average travelling time____ (mins) (enter the numbers only)

Answers

(b) No, The branch manager's argument that dispatching buses every 0.5 minutes will reduce the average traveling time (a round trip) to 3.5 minutes is not correct.

To calculate the average time, we need to consider the time it takes for the bus to travel to the airport and back, as well as the time spent waiting for the bus.

If buses are dispatched every 3 minutes, and the average traveling time (a round trip) is 21 minutes, it means that passengers spend 18 minutes waiting for the bus (21 minutes - 3 minutes of traveling time).

If buses are dispatched every 0.5 minutes, the waiting time will be significantly reduced. However, the traveling time remains the same at 21 minutes for a round trip.

Therefore, the average traveling time will not be reduced to 3.5 minutes but will remain at 21 minutes (assuming the traveling time remains constant).

(c) The average traveling time, following the branch manager's suggestion of dispatching buses every 0.5 minutes, would still be 21 minutes.

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Complete question:

The Avis Company is a car rental company and is located three miles from the Los Angeles airport (LAX). Avis is dispatching a bus from its offices to the airport every 3 minutes. The average traveling time (a round trip) is 21 minutes.

(a) The branch manager wants to improve the service and suggests dispatching buses every 0.5 minute. She argues that this will reduce the average traveling time (a round trip) to 3.5 minutes. Is she correct? (Enter "Yes" or "No" in the following blank).

c. Following the branch manager's suggestion (dispatch busses every 0.5 min), what will the average traveling time be? average travelling time ____(mins) (enter the numbers only)

Replace each ? with an expression that will make the right side of the equation equivalent to the right side.

1. 6x+?= –10x

2. 6x+?= 10

Answers

I NEED HELPP ON THIS TOOO

Answer:

2 if x=2

Step-by-step explanation:

show that acos(wt)+bsin(wt) can be written in the form

Answers

This form of the equation is useful because it shows that any periodic function of time can be represented as a sum of sine and cosine functions with different amplitudes and phases.

We can show that acos(wt) + bsin(wt) can be written in the form Rsin(wt + φ) where R and φ are constants and R is the amplitude of the wave.

Using the trigonometric identity sin(a+b) = sin(a)cos(b) + cos(a)sin(b), we can write:

acos(wt) + bsin(wt) = R(sin(wt+φ)),

where R = √(a^2+b^2) and φ = tan⁻¹(b/a).

To see how this works, we can use the values of a = 3 and b = 4 as an example:

acos(wt) + bsin(wt) = 3cos(wt) + 4sin(wt)

R = √(a^2+b^2) = √(3^2 + 4^2) = 5

φ = tan⁻¹(b/a) = tan⁻¹(4/3)

So we can rewrite the equation as:

acos(wt) + bsin(wt) = 5sin(wt + tan⁻¹(4/3))

This form of the equation is useful because it shows that any periodic function of time can be represented as a sum of sine and cosine functions with different amplitudes and phases. It is also helpful in analyzing the properties of waves, such as their amplitude and frequency.

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please answer fast
Evaluate the definite integral: -2 ſa (x - 1)(4x + 6) dx -0 2

Answers

The definite integral evaluates to -17.

What is the value of the given definite integral?

The definite integral -2 ſa (x - 1)(4x + 6) dx from 0 to 2 can be evaluated by applying the rules of integration. In the first step, we expand the integrand using the distributive property, which gives us -2 ſa (4x^2 + 2x - 4x - 6) dx. Simplifying further, we have -2 ſa (4x^2 - 2x - 6) dx. Next, we integrate each term separately. The integral of 4x^2 with respect to x is (4/3)x^3, the integral of -2x is -x^2, and the integral of -6 is -6x. After finding the antiderivatives, we evaluate the integral from 0 to 2 by subtracting the value of the antiderivative at the lower limit (0) from the value at the upper limit (2). Substituting the values, we get (-2/3)(2^3) - 2(2^2) - 6(2) - [(-2/3)(0^3) - 2(0^2) - 6(0)]. Simplifying further, we have (-2/3)(8) - 2(4) - 12 - 0, which results in -17.

To evaluate definite integrals, we use various techniques such as the power rule, linearity of integration, and substitution method. The power rule allows us to find the antiderivative of terms involving polynomials by raising the power by one and dividing by the new exponent. Linearity of integration allows us to integrate each term of a sum or difference separately. The substitution method involves making a substitution to simplify the integrand and then applying the integration rules. Understanding these fundamental concepts and techniques of integration can help solve a wide range of definite integral problems.

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Ariel swims 2 1/6 miles in every 1/3 hour.Enter the number of miles Ariel swims in 1 hour.

Answers

Answer:

6.5 miles

Step-by-step explanation:

If she travels 2 1/6 in 1/3 hours you would simply multiply by 3 because she would need to travel 2 1/6 miles three times in order for an hour to pass.

Kari earned 4% simple interest on $1,200. 00 she deposited in a savings account last year. She will pay taxes totaling 20% on the interest earned. How much will Kari pay in taxes?

Answers

Kari will pay $96 in taxes.

Kari will pay 20% of the $48 interest earned, which is $96.

Kari earned $48 in simple interest on the $1,200 she deposited in a savings account last year. This amount is subject to taxes, which Kari must pay 20% of the interest earned. In this case, Kari will have to pay $96 in taxes on the interest she earned. This means that out of the $48 she earned in interest, she will have to give up $96 to the government in taxes.

Kari must pay $96 in taxes on the $48 in interest she earned on her $1,200 deposit.

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Find the percent increase or decrease from 24 to 234.

Answers

Answer:

it is increase

234-24 = 210

210/24=8.75 x 100

875%

Step-by-step explanation:

Solve the system using the Substitution Method.

3x+5y=-1

x+2y=-1

Group of answer choices

Answers

Answer:

(-7, 4)

Step-by-step explanation:

I checked on photomath

please answer correctly and ignore the bottom ill do that part just the top for you guys and gals please!

please answer correctly and ignore the bottom ill do that part just the top for you guys and gals please!

Answers

Answer:

7) x ≥ -3

8) x < -8

Explanation:

\(\sf If \ u^n < a, \ then -\sqrt[n]{a} < u < \sqrt[n]{a}\)\(\sf If \ u^n > a, \ then \ u < -\sqrt[n]{a} \ \ or \ \ u > \sqrt[n]{a}\)

7.

\(\sf -3(2x-7) \leq 39\)

distribute

\(\sf -6x + 21 \leq 39\)

relocate variables

\(\sf -6x \leq 39-21\)

simplify

\(\sf -6x \leq 18\)

dividing both sides by (-), changes the inequality sign

\(\sf x \geq -3\)

8.

\(\sf 4x + 9 < x - 15\)

collect like terms

\(\sf 4x -x < - 15-9\)

simplify

\(\sf 3x < - 24\)

divide both sides by (+)3

\(\sf x < -8\)

A soft drink machine outputs a mean of 2727 ounces per cup. The machine's output is normally distributed with a standard deviation of 33 ounces. What is the probability of filling a cup between 2121 and 3030 ounces

Answers

The probability of filling a cup between 2121 and 3030 ounces is approximately 0.8181, or 81.81%

The soft drink machine has a mean output of 2727 ounces per cup.

The machine's output is normally distributed with a standard deviation of 33 ounces.

We want to find the probability of the cup's volume falling between 2121 and 3030 ounces.

To solve this, we need to standardize the values using the z-score formula

z = (x - μ) / σ

where:

x is the desired value (2121 and 3030 ounces),

μ is the mean (2727 ounces),

σ is the standard deviation (33 ounces).

For the lower bound (2121 ounces):

z(lower) = (2121 - 2727) / 33

For the upper bound (3030 ounces):

z(upper) = (3030 - 2727) / 33

Now, we can look up the corresponding probabilities using a standard normal distribution table or a calculator.

Using a standard normal distribution table, we can find the probabilities associated with the z-scores.

P(2121 < x < 3030) = P(z(lower) < z < z(upper))

Calculating the z-scores:

z(lower) = (2121 - 2727) / 33

z(lower) ≈ -1.8387

z(upper) = (3030 - 2727) / 33

≈ 0.9192

Using the standard normal distribution table, we can find the corresponding probabilities associated with these z-scores.

P(-1.8387 < z < 0.9192) ≈ 0.8181

Therefore, the probability of filling a cup between 2121 and 3030 ounces is approximately 0.8181, or 81.81% .

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ANSWER PLS
DONT SEND A LINK IF U DO I WILL REPORT U​

ANSWER PLSDONT SEND A LINK IF U DO I WILL REPORT U

Answers

Answer:

C) multiply

Step-by-step explanation:

Hope this helps!!

4. (NO CALC) Consider the differential equation dy/dx = x²-½y.(a) Find d²y/dx² in terms of x and y.

Answers

In summary d²y/dx² in terms of x and y is given by: d²y/dx² = 3/2 x + 1/4 y

Why is it?

To find d²y/dx², we need to differentiate the given differential equation with respect to x:

dy/dx = x² - 1/2 y

Differentiating both sides with respect to x:

d²y/dx² = d/dx(x² - 1/2 y)

d²y/dx² = d/dx(x²) - d/dx(1/2 y)

d²y/dx² = 2x - 1/2 d/dx(y)

Now, we need to express d/dx(y) in terms of x and y. To do this, we differentiate the original differential equation with respect to x:

dy/dx = x² - 1/2 y

d/dx(dy/dx) = d/dx(x² - 1/2 y)

d²y/dx² = 2x - 1/2 d/dx(y)

d²y/dx² = 2x - 1/2 (d²y/dx²)

Substituting this expression for d²y/dx² back into our previous equation, we get:

d²y/dx² = 2x - 1/2 (2x - 1/2 y)

d²y/dx² = 2x - x/2 + 1/4 y

d²y/dx² = 3/2 x + 1/4 y

Therefore, d²y/dx² in terms of x and y is given by:

d²y/dx² = 3/2 x + 1/4 y

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the points $(1,-2)$ and $(-4,10)$ are adjacent vertices of a square. what is the perimeter of the square?

Answers

The perimeter of the square is 52 units.

In this question,

the points (1, -2) and (-4, 10) are adjacent vertices of a square.

We need to find the perimeter of the square

The side length of a square is the distance between given two points.

Let a be the side length of the square.

\(a=\sqrt{(-4-1)^2+(10-(-2)^2)}\\\\ a=\sqrt{25+144}\\\\ a=\sqrt{169}\\\\ a=13\)

The side length of the square is 13 units.

so, the perimeter of a square would be,

P = 4a

P = 4 × 13

P = 52 units

Therefore, the perimeter of the square is 52 units.

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What percent is represented by the shaded area?

What percent is represented by the shaded area?

Answers

Answer:

152%

Step-by-step explanation:

hope this helps!

please mark me as brainliest! thanks!

1 year and 240 days into ratio and reduced into the simplest form​

Answers

Refer to the attachment please :-)

1 year and 240 days into ratio and reduced into the simplest form

After simplifying and reducing the given figures that are 1 year or 365 days and 240 days into ratio, the digits are 73:48.

What is a ratio?

A ratio divides two amounts into equal parts, with the dividend or antecedent serving as the unit of comparison and the divisor or unit of comparison serving as the unit of comparison.

A ratio in math displays how many times one number is contained in another. The ratio of oranges to lemons, for instance, is eight to six if there are eight oranges and six lemons in a bowl of fruit.

The proportions of oranges to the overall amount of fruit are 8:14 for oranges and 6:8 for lemons, respectively. When the second number in the ordered pair, b, is not equal to 0, the ratio is expressed as a/b.

An equation in which two ratios are made equal is known as a percentage. As per the given data,

1 year = 365 days

And there is 240 days also. After solving and reducing it to the simplest form, the calculations are-

365 / 240 = 73 / 48 or 73 : 48

Therefore, after simplifying and reducing the given figures that are 1 year or 365 days and 240 days into ratio, the digits are 73:48.

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It costs a homeowner $4.00 to rent a set of hand tools, plus an additional
$2.00 per hour for the rental. The function that models the cost, c, of renting
tools for h hours is c = 2h + 4.
On a piece of paper, graph the function. Then determine which answer choice
matches the graph you drew.

It costs a homeowner $4.00 to rent a set of hand tools, plus an additional$2.00 per hour for the rental.

Answers

Answer:

The correct graph answer is A.

Step-by-step explanation:

Let

c ----> the total cost to rent a set of hand tools

h ----> the number of hours for the rental

we know that

The linear equation that represent the problem is equal to

---> this is the equation of the line into slope intercept form

where

the slope m is equal to

m=$2 per hour

b=$2 ---> the y-intercept (the value of c when the value of h is equal to zero)

therefore

The correct graph is A.

B. C. and D. are incorrect

Sanjay will be 3 times as old as he was 4 years ago after 18 years, find his present age

Answers

Answer:

15 years

Step-by-step explanation:

Let x = Sanjay's present age.

Given information:

Sanjay will be 3 times as old as he was 4 years ago after 18 years.

Create an equation with the defined variable and the given information:

⇒ 3(x - 4) = x + 18

Apply the Distributive Property of Subtraction:

⇒ 3(x) - 3(4) = x + 18

⇒ 3x - 12 = x + 18

Subtract x from both sides:

⇒ 3x - 12 - x = x + 18 - x

⇒ 2x - 12 = 18

Add 12 to both sides:

⇒ 2x - 12 + 12 = 18 + 12

⇒ 2x = 30

Divide both sides by 2:

⇒ 2x ÷ 2 = 30 ÷ 2

⇒ x = 15

Therefore, Sanjay's present age is 15 years.

to calculate mad and summing up the forecasts errors, the value used for ||18−20|| in the calculation is? multiple choice question. either 2 or -2 2 -2 cannot be computed

Answers

The sum of forecast errors is also known as total forecast error. Therefore, the correct answer is option A, which is "2."

The absolute error of the given data is calculated by subtracting the actual value from the forecasted value, followed by the absolute value.

The errors are then summed up to get the mean absolute deviation. The value used for ||18−20|| in the calculation of MAD and summing up the forecast errors is 2.

Therefore, the correct answer is option A, which is "2."Formula for calculating MAD:MAD = Σ ( | A_i - F_i | ) / n

Where: MAD is the mean absolute deviation|A_i - F_i| represents the absolute error between the actual value (A) and the forecasted value (F)n is the total number of observations, Sum of forecast errors:Σ ( A_i - F_i )Where: A_i is the actual valueF_i is the forecasted value

The sum of forecast errors is also known as total forecast error.

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What is the solution to the system of equations? 2x - 2y = -2; x + 3y = 15

Answers

Answer: x=3 and y=4

Step-by-step explanation:

Rewrite equations:

x+3y=15;2x−2y=−2

Step: Solve x+3y=15 for x:

x+3y=15

x+3y+−3y=15+−3y(Add -3y to both sides)

x=−3y+15

Step: Substitute−3y+15 for x in 2x−2y=−2:

2x−2y=−2

2(−3y+15)−2y=−2

−8y+30=−2(Simplify both sides of the equation)

−8y+30+−30=−2+−30(Add -30 to both sides)

−8y=−32

−8y over −8 = −32 over −8

(Divide both sides by -8)

y=4

Step: Substitute 4 for y in x=−3y+15:

x=−3y+15

x=(−3)(4)+15

x=3(Simplify both sides of the equation)

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