Let T: R2 + R2 given by w1 = 32; + 502, W2 = 221 – 922. (a) Find the standard matrix for T. (b) Calculate T(-2, -3). (c) Is T one-to-one? If so, then find the standard matrix for the inverse linear transformation 7-1.

Answers

Answer 1

(a) The standard matrix for T is [3   5]

                                                    [2  -9].

(b) T(-2, -3) = (-21, 23). (c) T is one-to-one, and the standard matrix for the inverse linear transformation T⁻¹ is [3   2]

                                                          [5  -9].

(a) To find the standard matrix for T, we need to determine how T transforms the standard basis vectors of R2. The standard basis vectors are e1 = (1, 0) and e2 = (0, 1).

Applying T to e1, we have:

T(e1) = T(1, 0) = (3(1) + 5(0), 2(1) - 9(0)) = (3, 2).

Applying T to e2, we have:

T(e2) = T(0, 1) = (3(0) + 5(1), 2(0) - 9(1)) = (5, -9).

Therefore, the standard matrix for T is:

[3   5]

[2  -9]

(b) To calculate T(-2, -3), we multiply the standard matrix for T by the vector (-2, -3):

T(-2, -3) = [3   5] * [-2]

                    [2  -9]   [-3]

                  = [3(-2) + 5(-3)]

                    [2(-2) - 9(-3)]

                  = [-6 - 15]

                    [-4 + 27]

                  = [-21]

                    [23]

                  = (-21, 23).

(c) To determine if T is one-to-one, we can check if the nullity of T is zero, i.e., if the only solution to T(v) = 0 is v = 0.

Let's solve T(v) = 0:

[3   5] * [v1] = [0]

        [v2]

This leads to the system of equations:

3v1 + 5v2 = 0,

2v1 - 9v2 = 0.

By solving this system, we find that v1 = 0 and v2 = 0. Therefore, the only solution to T(v) = 0 is v = 0, which means T is one-to-one.

To find the standard matrix for the inverse linear transformation T⁻¹, we can interchange the rows and columns of the standard matrix for T:

[3   2]

[5  -9].

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Related Questions

In 1950, there were 240,933 immigrants admitted to a country. In 2002, the number was 1,102,888. a. Assuming that the change in immigration is linear, write an equation expressing the number of immigrants, y, in terms of t, the number of years after 1900. b. Use your result in part a to predict the number of immigrants admitted to the country in 2019. c. Considering the value of the y-intercept in your answer to part a, discuss the validity of using this equation to model the number of immigrants throughout the entire 20th century

Answers

To model the change in the number of immigrants over time, we can assume a linear relationship between the number of immigrants and the number of years.

To express the number of immigrants, y, in terms of t, we can use the equation of a straight line, y = mx + b, where m is the slope and b is the y-intercept. We have two data points: (t1, y1) = (1950 - 1900, 240,933) and (t2, y2) = (2002 - 1900, 1,102,888). Using these points, we can find the slope as m = (y2 - y1) / (t2 - t1). Substituting the slope and one of the data points into the equation, we can determine the equation expressing the number of immigrants, y, in terms of t.

Using the equation obtained in part a, we can predict the number of immigrants in 2019. We calculate t3 = 2019 - 1900 and substitute it into the equation to find the corresponding value of y.  The validity of using this linear equation to model the number of immigrants throughout the entire 20th century can be evaluated by considering the y-intercept value, b. The y-intercept represents the estimated number of immigrants in the year 1900.

If the number of immigrants in the early 20th century significantly deviates from the y-intercept value, it indicates that a linear model may not accurately capture the immigration patterns over the entire century. It is essential to assess historical data and consider other factors that may affect immigration trends to determine the validity and accuracy of the linear model.

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(4 points) Solve |3+5| = 0.1 for x

Answers

Answer: The equation has no solution.

Step-by-step explanation:

The equation |3+5| = 0.1 can be simplified as follows:

|3+5| = 8

So we have:

8 = 0.1

This is obviously not true, so there is no solution to the equation.

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FAQ

What does the " | " mean here?

It is true that we are taking the absolute value of (3+5) as shown by the vertical bars or "pipes" surrounding the expression. Whether a number is positive or negative, its absolute value is its distance from zero.

Since "3 + 5 = 8" is a positive number in this case, its absolute value is therefore 8.

Determine whether the function's vertex is a maximum point or a minimum point.

y= x-1/4x^2

Find the coordinates of this point.

Answers

The function y = x - (1/4)x^2 represents a quadratic function. The vertex of this function can be determined by finding the x-coordinate using the formula x = -b/2a and substituting it into the function to find the corresponding y-coordinate. The vertex is a maximum point at the coordinates (2, 1).

To determine whether the vertex is a maximum or minimum point, we need to examine the coefficient of the [tex]x^2[/tex] term. In the given function y = x - [tex](1/4)x^2[/tex], the coefficient of [tex]x^2[/tex]is negative (-1/4). This indicates that the graph of the function opens downward, and the vertex corresponds to a maximum point.

To find the x-coordinate of the vertex, we can use the formula x = -b/2a, where a and b are the coefficients of the x^2 and x terms, respectively. In this case, a = -1/4 and b = 1. Substituting these values, we have x = -(1) / (2 * (-1/4)) = 2.

To find the y-coordinate of the vertex, we substitute the x-coordinate (2) into the function y = x -[tex](1/4)x^2:[/tex]

[tex]y = 2 - (1/4)(2)^2 = 2 - (1/4)(4) = 2 - 1 = 1.[/tex]

Therefore, the vertex of the function y = [tex]x - (1/4)x^2[/tex]is a maximum point located at the coordinates (2, 1).

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By weight, the ratio of chlorine to sodium in a salt is 42.59 to 21.00. How much sodium is contained in 40.00 kg of salt? There is __ kg of sodium. (Simplify your answer. Round to two decimal places as needed.)

Answers

The ratio of chlorine to sodium in a salt is 42.59 to 21.00. Using this ratio, it was determined that there is approximately 19.67 kg of sodium in 40.00 kg of salt.

To find the amount of sodium contained in 40.00 kg of salt, we need to determine the proportion of sodium in the salt based on the given ratio.

The ratio of chlorine to sodium is given as 42.59 to 21.00. This means that for every 42.59 parts of chlorine, there are 21.00 parts of sodium.

To find the amount of sodium in the 40.00 kg of salt, we can set up a proportion using the ratio:

21.00 parts of sodium / 42.59 parts of chlorine = x kg of sodium / 40.00 kg of salt

Now, let's solve for x:

x = (21.00 / 42.59) * 40.00

x ≈ 19.67 kg (rounded to two decimal places)

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The ordered pair for the equation 3y - 2x = 12 is:

(0,4).

(0,-4).

(6,2).

None of these choices are correct.

Answers

Answer:

(0, 4)

Step-by-step explanation:

Let's solve the equation 3y - 2x = 12 to find the correct ordered pair.

Given: 3y - 2x = 12

To find the ordered pair, we can assign a value to one variable and solve for the other variable.

Let's assign x = 0:

3y - 2(0) = 12

3y = 12

y = 12/3

y = 4

Therefore, the correct ordered pair for the equation 3y - 2x = 12 is (0, 4).

The ordered pair for the equation 3y - 2x = 12 is (0, 4) and the ordered pairs (0, -4). (6, 2) does not satisfy the equation.

What is a straight line?

A straight line is a combination of endless points joined on both sides of the point.

The slope 'm' of any straight line is given by:

[tex]\boxed{\bold{\text{m}=\dfrac{\text{y}_2-\text{y}_1}{\text{x}_2-\text{x}_1}}}[/tex]

Given the equation:

3y - 2x = 12

Plug x = 0 and y = 4

[tex]\sf 3(4) - 2(0) = 12[/tex]

[tex]\boxed{\bold{12 = 12 \ (true)}}}[/tex]

Similarly for checking the other ordered pairs.

Thus, the ordered pair for the equation 3y - 2x = 12 is (0, 4) and the ordered pairs (0, -4). (6, 2) does not satisfy the equation.

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ARCHITECTURE In an A-Frame house, the roof extends to the ground level. If each side of the roof meets the ground at a 66° angle, what will be the measure of the angle where the two sides of the roof meet?

Answers

The angle where the two sides of the roof meet is 66 degrees.

In an A-Frame house, the roof extends to the ground level, and each side of the roof meets the ground at a 66° angle. To determine the measure of the angle where the two sides of the roof meet, we can use the fact that the sum of angles in a triangle is 180 degrees.

Since each side of the roof makes a 66° angle with the ground, we know that the angles between the two sides of the roof and the ground will each be (180 - 66) / 2 = 57 degrees.

We can then use the fact that the angle where the two sides of the roof meet will be supplementary to these two angles (since they form a straight line together). Thus, we can subtract the sum of these two angles from 180° to find the third angle:

180 - 2(57) = 66

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Find the equation of a line described as follows, and express your answer in point-slope form, slope-intercept form, and standard form
Find the equation of the line parallel to the line y=3/4 x - 3 that passes through the point (-4,6).
First, determine the slope of the given line.
The slope of the line y = 3/4 x is __ (Simplify your answer.)

Answers

To find the equation of a line parallel to the line y = (3/4)x - 3 that passes through the point (-4,6), we need to determine the slope of the given line first.

The slope of the line y = (3/4)x is 3/4. We can use this slope to write the equation of the parallel line in point-slope form, slope-intercept form, and standard form.

The given line is y = (3/4)x - 3, which is in slope-intercept form (y = mx + b) where the slope (m) is 3/4. Since we want to find a line parallel to this line, the parallel line will also have a slope of 3/4.

Using the point-slope form of a line, we can write the equation of the parallel line as:

y - y1 = m(x - x1),

where (x1, y1) is the given point (-4,6) and m is the slope 3/4. Plugging in these values, we have:

y - 6 = (3/4)(x - (-4)).

Simplifying the equation, we get:

y - 6 = (3/4)(x + 4).

This is the equation of the line in point-slope form.

To convert it to slope-intercept form (y = mx + b), we can further simplify the equation:

y - 6 = (3/4)x + 3,

y = (3/4)x + 3 + 6,

y = (3/4)x + 9.

Therefore, the equation of the line in slope-intercept form is y = (3/4)x + 9.

Finally, to write the equation in standard form (Ax + By = C), we can rearrange the slope-intercept form:

(3/4)x - y = -9,

4(3x - 4y) = -36.

So, the equation of the line in standard form is 4x - 3y = -36.

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Explain with detail the procces of how you came up with the
answer.
Thank you.
6. Reduce the equation to standard form, classify the surface, and sketch it. 2 4x² + y² + 4z² - 4y-24z +36=0

Answers

Therefore, according to the given information  Ellipsoid, (x-0)²/5 + (y-2)²/20 + (z-3)²/5 = 1/4.

To solve the equation and sketch the surface, we will follow the following steps:Step 1: To begin with, let us group the like terms and separate the constant.2 4x² + y² + 4z² - 4y-24z +36=0 ⇒ 4x² + y² + 4z² - 4y - 24z = -36 ⇒ 4x² + (y² - 4y + 4) + 4(z² - 6z + 9) = -36 + 4 + 36 + 16. ⇒ 4x² + (y - 2)² + 4(z - 3)² = 20. Hence, the equation can be rewritten as: (x-0)²/5 + (y-2)²/20 + (z-3)²/5 = 1/4.Here, the surface is an ellipsoid with center (0, 2, 3) and semi-axes lengths (sqrt(5)/2, sqrt(20)/2, sqrt(5)/2). Ellipsoid, (x-0)²/5 + (y-2)²/20 + (z-3)²/5 = 1/4.

Therefore, according to the given information  Ellipsoid, (x-0)²/5 + (y-2)²/20 + (z-3)²/5 = 1/4.

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Find the curvature of y = x^(3) at the point (1,1). Then find the equation of the osculating circle at that point. 5) A rock is thrown directly southeast (45 degrees to S and E), at an initial velocity of 10 m/s, with an angle of elevation of 60 degrees. If the wind is blowing at a constant 2 m/s to the west, where does the rock land?

Answers

The curvature of the function y = x^3 at the point (1, 1) is 6. The equation of the osculating circle at that point is (x - 1)^2 + (y - 1)^2 = 1/6.


To find the curvature of the function y = x^3 at the point (1, 1), we need to compute the second derivative of the function and evaluate it at x = 1. The first derivative of y = x^3 is 3x^2, and the second derivative is 6x. When x = 1, the second derivative is 6. Therefore, the curvature of the function at (1, 1) is 6.

The equation of the osculating circle represents the circle that best approximates the curve at a specific point, with the same tangent and curvature as the curve. To find the equation of the osculating circle at (1, 1), we consider the center of the circle to be (h, k) and the radius as r. The equation of the circle is then (x - h)^2 + (y - k)^2 = r^2. At the point (1, 1), the center of the osculating circle coincides with the point (1, 1). So we have (x - 1)^2 + (y - 1)^2 = r^2. Since the curvature at (1, 1) is 6, we know that r = 1/curvature = 1/6. Substituting this value, we get the equation of the osculating circle as (x - 1)^2 + (y - 1)^2 = 1/6.

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Find The Area Bounded
1. 2x2 +4x+Y=0, Y=2x
2. Y = X³, Y = 4x²
3. Y² = -X, X² + 3y + 4x+6=0

Answers

1. The area is :Area = -2/3(-2)³ - 3(-2)² - (-2/3)(0)³ - 3(0)²= 8/3 square units.

2. The area is: Area = 1/4(1)⁴ - 4/3(1)³ - 1/4(0)⁴ + 4/3(0)³ = -11/12 square units.

3.  The area bounded by the two curves is zero.

To find the area bounded by the given curves, we have to graph all the curves first. Once the curves are graphed, we can see which curves enclose a region and the points of intersection. Then, the area can be calculated using integration.

1. 2x² + 4x + y = 0, y = 2x

We are given two curves: 2x² + 4x + y = 0 and y = 2x.

Let's graph the curves and find their points of intersection.y = 2x  :  This is a straight line with a slope of 2 and passes through the origin.2x² + 4x + y = 0  :  

This is a quadratic equation that opens upwards.

On simplifying, we get:y = -2x² - 4x

We can now graph the curves:As we can see from the graph, the curves intersect at the origin. We can now calculate the area bounded by the two curves.

Area = ∫(y₂ - y₁) dx = ∫(y - 2x) dx = ∫(-2x² - 6x) dx = -2/3(x³ + 3x²)

Limits of integration: 0 to -2

The area is:Area = -2/3(-2)³ - 3(-2)² - (-2/3)(0)³ - 3(0)²= 8/3 + 0 + 0= 8/3 square units.

2. y = x³, y = 4x²We are given two curves: y = x³ and y = 4x². Let's graph the curves and find their points of intersection.y = x³  :  This is a cubic equation. For x = 0, y = 0. For x = 1, y = 1.

So, the curve passes through the points (0, 0) and (1, 1).y = 4x²  :  This is a quadratic equation. For x = 0, y = 0. For x = 1, y = 4. So, the curve passes through the points (0, 0) and (1, 4).

We can now graph the curves:As we can see from the graph, the curves intersect at the origin. We can now calculate the area bounded by the two curves.Area = ∫(y₂ - y₁) dx = ∫(y - 4x²) dx = ∫(x³ - 4x²) dx = 1/4x⁴ - 4/3x³

Limits of integration: 0 to 1

The area is:Area = 1/4(1)⁴ - 4/3(1)³ - 1/4(0)⁴ + 4/3(0)³= 1/4 - 4/3= -11/12 square units.

3. y² = -x, x² + 3y + 4x + 6 = 0

We are given two curves: y² = -x and x² + 3y + 4x + 6 = 0. Let's graph the curves and find their points of intersection.y² = -x  :  This is a parabola that opens to the left. It passes through the origin.x² + 3y + 4x + 6 = 0  :  

This is a quadratic equation that opens downwards. On simplifying, we get:y = (-4 ± sqrt(16 - 4(1)(6 - x²))) / 2(1)= -2 ± sqrt(4 + x²)The curve is a hyperbola with vertical asymptotes at x = ±2 and horizontal asymptotes at y = -2.

We can now graph the curves:The curves do not intersect each other. Hence, the area bounded by the two curves is zero.

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3 9.M.3 A 2 × 2 matrix A is symmetric, and has eigenvalues 3 and -2. A 3-eigenvector is Find A. Hint: Because A is symmetric, you know that every –2-eigenvector is perpendicular to every 3-eigenvec

Answers

The symmetric 2x2 matrix A with eigenvalues 3 and -2 can be determined by finding the corresponding eigenvectors. The -2-eigenvector is perpendicular to the 3-eigenvector.

To find the matrix A, we start by finding the eigenvectors corresponding to the eigenvalues 3 and -2. Let's denote the 3-eigenvector as v_3 and the -2-eigenvector as v_-2.

Since A is symmetric, we know that every -2-eigenvector is perpendicular to every 3-eigenvector. This means that v_-2 is perpendicular to v_3.

Let's assume that v_3 = [x, y], where x and y are the components of the eigenvector. Since v_-2 is perpendicular to v_3, the dot product of v_-2 and v_3 will be zero.

Let's assume v_-2 = [a, b], where a and b are the components of the -2-eigenvector. Then we have the equation:

a * x + b * y = 0.

Now, we need to find the values of a and b that satisfy this equation. One way to do this is by choosing a = y and b = -x. This choice ensures that the -2-eigenvector is perpendicular to the 3-eigenvector.

Therefore, v_-2 = [y, -x].

Finally, we can construct the matrix A using the eigenvectors and eigenvalues:

A = [v_3, v_-2] * diag(3, -2) * [v_3, v_-2]^-1,

where diag(3, -2) is the diagonal matrix with eigenvalues 3 and -2, and [v_3, v_-2] is the matrix formed by concatenating the eigenvectors v_3 and v_-2 as columns.

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A tour operator believes that the profit P, in dollars, from selling x tickets is given by P(x) = 35x - 0.25x². Using this model, what is the maximum profit the tour operator can expect?

Answers

The profit function for selling x tickets, P(x) = 35x - 0.25x², allows us to calculate the expected profit in dollars. To find the maximum profit, we need to determine the value of x that maximizes the profit function.

To find the maximum profit, we can analyze the quadratic function -0.25x² + 35x. Since the coefficient of the quadratic term is negative, the graph of the function will be a downward-opening parabola. The maximum point of the parabola will occur at the vertex.

To find the x-coordinate of the vertex, we can use the formula x = -b / (2a), where a and b are the coefficients of the quadratic equation. In this case, a = -0.25 and b = 35.

x = -35 / (2 * -0.25) = -35 / -0.5 = 70

The x-coordinate of the vertex is 70. To find the maximum profit, we substitute this value back into the profit function:

P(70) = 35(70) - 0.25(70)² = 2450 - 0.25(4900) = 2450 - 1225 = 1225

Therefore, the maximum profit the tour operator can expect is $1225.

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I can't figure out this math problem. Help Please!
A die is rolled twice. What is the probability of getting either a multiple of 2 on the first roll or a total of 6 for both rolls? Please show your work for full credit!

Answers

So the probability of getting either a multiple of 2 on the first roll or a total of 6 for both rolls is: 1/2 + 5/36 - (1/2 x 5/36) = 19/36 Therefore, the probability of getting either a multiple of 2 on the first roll or a total of 6 for both rolls is 19/36.

Answer:

The probability is 2

Step-by-step explanation:

6-3= 2

Multiple times equals 3 times.


How long will it take an investment to increase in value by 200%
if it earns 7.6% compounded semiannually?

Answers

It would take approximately 5.83 years for the investment to increase in value by 200% at a 7.6% interest rate compounded semiannually.

The time it takes for an investment to increase in value by 200% depends on the compounding frequency and the interest rate. In this case, with a 7.6% interest rate compounded semiannually, we can use the compound interest formula A = P(1 + r/n)^(nt), where A is the final amount, P is the initial principal, r is the interest rate, n is the number of compounding periods per year, and t is the time in years.

To calculate the time required, we rearrange the formula as t = (log(A/P))/(n * log(1 + r/n)). Plugging in the values, we get t ≈ (log(3))/(2 * log(1 + 0.076/2)). Solving this equation gives us t ≈ 5.83 years. Therefore, it would take approximately 5.83 years for the investment to increase in value by 200% at a 7.6% interest rate compounded semiannually.

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Consider an economy with two types of firms, S and I. S firms all move together. I firms move independently. For both types of firms, there is a 70% probability that the firms will have a 7% return and a 30% probability that the firms will have a -18% return. What is the volatility (standard deviation) of a portfolio that consists of an equal investment in 35 firms of (a) type S and (b) type

Answers

The volatility (standard deviation) of a portfolio consisting of an equal investment in 35 firms of type S can be calculated by taking into account the probabilities and returns of the firms. Given that S firms move together, the volatility will be lower than that of a portfolio consisting of 35 independent firms of type I.

To calculate the volatility of the portfolio, we need to consider the probabilities and returns of the firms. In this case, both types of firms, S and I, have a 70% probability of a 7% return and a 30% probability of a -18% return.

For a portfolio of 35 S firms, since they all move together, the portfolio return will be the average return of the individual firms. The average return is given by (0.7 * 7%) + (0.3 * -18%) = 2.3%.

To calculate the volatility, we need to find the standard deviation of the returns. Since all S firms move together, their returns are perfectly correlated. When returns are perfectly correlated, the standard deviation of the portfolio is equal to the standard deviation of the individual returns divided by the square root of the number of firms.

Assuming the standard deviation of the individual returns is σ, the volatility of the portfolio is given by σ/√n, where n is the number of firms. In this case, n = 35. Thus, the volatility of the portfolio consisting of 35 S firms would be σ/√35.

Similarly, for a portfolio of 35 independent I firms, the calculation would be the same, but the volatility would be higher since the returns of the independent firms are not perfectly correlated.

In conclusion, the volatility (standard deviation) of a portfolio consisting of an equal investment in 35 S firms would be σ/√35, where σ represents the standard deviation of the individual returns.

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You may need to use the appropriate appendix table or technology to answer this question. A sample survey of 56 discount brokers showed that the mean price charged for a trade of 100 shares at $50 per share was $35.55. The survey is conducted annually. With the historical data available, assume a known population standard deviation of $11. (a) Using the sample data, what is the margin of error in dollars associated with a 95% confidence interval? (Round your answer to the nearest cent.) $ (b) Develop a 95% confidence interval for the mean price in dollars charged by discount brokers for a trade of 100 shares at $50 per share. (Round your answers to the nearest cent.) to $ Need Help?

Answers

One of the four mathematical operations, along with arithmetic, subtraction, and division, is multiplication.

Mathematically, adding subgroups of identical size repeatedly is referred to as multiplication.

The multiplication formula is multiplicand multiplier yields product. To be more precise, multiplicand: Initial number (factor). Number two as a divider (factor). The outcome is known as the result after dividing the multiplicand as well as the multiplier. Adding numbers involves making several additions. as in 5 x 4 Equals 5 x 5 x 5 x 5 = 20. 5 times by 4 is what I did. This is why the process of multiplying is sometimes called "doubling."

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A store advertises a discount of $54.72 on sandals. If the discount is 33.5%, for how much were the sandals sold? HTML Editor What rate of discount has been allowed if an item that lists for $720.00 is sold for $681.57?

Answers

The sandals were sold for approximately $163.28.

To calculate the selling price after the discount, we can use the formula: Selling price = List price - (Discount rate * List price). In this case, the discount rate is 33.5% (or 0.335 as a decimal). Let's assume the list price of the sandals is X dollars.

According to the given information, the discount amount is $54.72. So, we can set up the equation: X - (0.335 * X) = X - 0.335X = $54.72.

Simplifying the equation, we get: 0.665X = $54.72.

Solving for X, we find: X ≈ $82.16.

Therefore, the sandals were sold for approximately $82.16 - $54.72 = $27.44.

The rate of discount allowed is approximately 5%.

To calculate the rate of discount, we can use the formula: Discount rate = (List price - Selling price) / List price. In this case, the list price is $720.00 and the selling price is $681.57.

Substituting these values into the formula, we get: Discount rate = ($720.00 - $681.57) / $720.00 ≈ $38.43 / $720.00 ≈ 0.053375.

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eBook Video Given that z is a standard normal random variable, compute the following probabilities (to 4 decimals). a. P(-1.98 57 <0.49) b. P(0.52 < 251.22) c. P(-1.75 325 -1.04)

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the computed probabilities are: a) P(-1.98 < z < 0.49) ≈ 0.6629, b) P(0.52 < z < 251.22) ≈ 0.3015, and c) P(-1.75 < z < -1.04) ≈ 0.1091.

a. To compute P(-1.98 < z < 0.49), we need to find the cumulative probability for z = -1.98 and subtract the cumulative probability for z = 0.49. Using the standard normal distribution table, we locate the closest values to -1.98 and 0.49. The cumulative probability associated with -1.98 is approximately 0.0239, and for 0.49, it is approximately 0.6868. Subtracting these two probabilities, we get P(-1.98 < z < 0.49) ≈ 0.6868 - 0.0239 ≈ 0.6629.

b. To compute P(0.52 < z < 251.22), we need to find the cumulative probability for z = 0.52 and subtract the cumulative probability for z = 251.22. However, since 251.22 is very large, it is practically approaching infinity. In the standard normal distribution table, the cumulative probability for such a large value will be essentially 1. Therefore, we have P(0.52 < z < 251.22) ≈ 1 - P(z < 0.52) ≈ 1 - 0.6985 ≈ 0.3015.

c. To compute P(-1.75 < z < -1.04), we find the cumulative probability for z = -1.75 and subtract the cumulative probability for z = -1.04. Using the standard normal distribution table, the cumulative probability for -1.75 is approximately 0.0401, and for -1.04, it is approximately 0.1492. Subtracting these two probabilities, we get P(-1.75 < z < -1.04) ≈ 0.1492 - 0.0401 ≈ 0.1091.

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Tryptophan is an essential amino acid, which can not be synthesized in the body.
Tryptophan is found i.a. in sunflower seeds, and researchers will investigate its
concentration. Below are 15 concentrations (in milligrams per 100)
grams of sunflower seeds) of tryptophan in a random sample of frogs:

24.7 24.4 26.2 35.4 35.2 28.1 24.0 32.1 28.7 22.1 28.0 32.1 30.0 29.0 31.8

a) Use a significance level of 0.05 and test the claim that frogs are coming
from a population with a mean tryptophan concentration of 30
milligrams. Assume that the population is normally distributed.
b) Calculate the 95% confidence interval for the population mean value of 30 grams
of tryptophan in sunflower seeds.

Answers

a) There is not enough evidence to support the claim that frogs come from a population with a mean tryptophan concentration of 30 milligrams.

b) The 95% confidence interval for the population mean value of 30 grams of tryptophan in sunflower seeds is approximately 26.38 to 31.34 milligrams.

To test the claim that frogs come from a population with a mean tryptophan concentration of 30 milligrams, we can use a one-sample t-test.

Here's how you can perform the test:

a) Hypotheses:

Null hypothesis (H₀): The population mean tryptophan concentration is 30 milligrams.

Alternative hypothesis (H₁): The population mean tryptophan concentration is not 30 milligrams.

Significance level: α = 0.05

Step 1: Calculate the sample mean (x) and sample standard deviation (s) from the given data.

Sample mean (x) = (24.7 + 32.1 + 24.4 + 26.2 + 35.4 + 24.7 + 30.0 + 29.0 + 31.8 + 28.7 + 22.1 + 28.0 + 32.1 + 35.2 + 28.1) / 15 = 28.86

Step 2: Calculate the test statistic (t-value) using the formula:

t = (x - μ) / (s / √(n))

where μ is the hypothesized population mean (30 mg), s is the sample standard deviation, and n is the sample size.

Using the given data:

μ = 30

s = √([(24.7 - 28.86)² + (32.1 - 28.86)² + ... + (28.1 - 28.86)²] / (15 - 1))

= √(46.22) ≈ 6.80

n = 15

t = (28.86 - 30) / (6.80 / √(15))

= -0.52

Step 3: Determine the critical value(s) or the p-value.

Since we are using a two-tailed test, we need to compare the absolute value of the t-value to the critical value from the t-distribution with (n - 1) degrees of freedom at the desired significance level.

The critical value for α = 0.05 and (n - 1) = 14 degrees of freedom is approximately ±2.145.

Step 4: Make a decision.

If the absolute value of the t-value is greater than the critical value, we reject the null hypothesis.

Otherwise, we fail to reject the null hypothesis.

|t| = | -0.52 | = 0.52 < 2.145

Since 0.52 < 2.145, we fail to reject the null hypothesis.

Therefore, there is not enough evidence to support the claim that frogs come from a population with a mean tryptophan concentration of 30 milligrams.

b) To calculate the 95% confidence interval for the population mean value of 30 grams of tryptophan in sunflower seeds, we can use the formula:

Confidence interval = x ± (t × (s / √(n)))

Using the given data:

x = 28.86

s = 6.80

n = 15

Using a t-value from the t-distribution with (n - 1) degrees of freedom at a 95% confidence level (α/2 = 0.025 for each tail), we find the critical value to be approximately 2.145.

Confidence interval = 28.86 ± (2.145 × (6.80 / √(15)))

≈ 28.86 ± 2.48

The 95% confidence interval for the population mean value of 30 grams of tryptophan in sunflower seeds is approximately 26.38 to 31.34 milligrams.

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Consider the feasible region in R3 defined by the inequalities -x1 + x₂ ≥ 1 2x1 + x2-x3 ≥ −2, along with 1 ≥ 0, x2 ≥ 0 and x3 ≥ 0. (i) Write down the linear system obtained by introducing non-negative slack variables x4 and 5. (ii) Write down the basic solution corresponding to the variables 2 and x3. (iii) Explain whether the solution corresponds to a vertex of the fea- sible region. If it does then find the vertex. Calculus Use integration by substitution to calculate √(a +1)³ da.

Answers

The linear system obtained by introducing slack variables is -x1 + x2 + x4 = 1, 2x1 + x2 - x3 + x5 = -2. The basic solution corresponds to x1 = 0, x2 = 0, x3 = -2. This solution represents a vertex, specifically (0, 0, -2).

(i) Introducing slack variables, the linear system becomes -x1 + x2 + x4 = 1, 2x1 + x2 - x3 + x5 = -2, x1 ≥ 0, x2 ≥ 0, x3 ≥ 0, x4 ≥ 0, and x5 ≥ 0.

(ii) The basic solution corresponds to setting the slack variables x4 and x5 to 0, resulting in x1 = 0, x2 = 0, and x3 = -2.

(iii) The solution corresponds to a vertex if it satisfies the constraints and all non-basic variables are set to 0.

In this case, the solution x1 = 0, x2 = 0, and x3 = -2 satisfies the constraints and all non-basic variables are 0. Thus, it corresponds to a vertex.

The vertex is (0, 0, -2) in R3.

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3) Solve the initial value problem: x₁ = = 3x1 - x2 x2 = 6x1 - 2x2 (a) by transforming into a system x' = Ax, (b) by using Laplace transform. with ₁ (0) = 0, x₂(0) = 1, X1

Answers

According to the statement x1 = (1/5) [1+3e-3t]x2 = (1/5) [2-5e-3t] the solution is:x1 = 1/5 e4t − 1/5 e−3t and x2 = −2/5 e−3t + 2/5.

(a)Transform the system into x'=Ax

For the given system, x1 = 3x1 − x2x2 = 6x1 − 2x2

We can write the given system asX1=3X1−X2X2=6X1−2X2orX1′X2′=3-1-62-2X1X2.We can write the given system as a matrix equation:x′=Ax where x= [ X1 X2 ]′A = [ 3 -1 6 -2 ]

To find the eigenvalues, we can solve the characteristic equation:

| A – λ I |= 0

where I is the 2 x 2 identity matrix.

| 3 - λ  -1 |   | 6 - λ  -2 |   | 3 - λ -1  6 - λ -2|   = 0

|-1 -2 - λ |   | -1 -2 - λ | = | -1 -2 - λ|| 3 - λ  -1 |   | 6 - λ  -2 |   | 3 - λ -1  6 - λ -2|   | -1 -2 - λ |   | -1 -2 - λ |   | -1 -2 - λ|   = 0

We solve this to get:

λ2 − λ − 12 = 0λ1 = 4, λ2 = −3The corresponding eigenvectors are obtained as:

X1=1, X2=2 for λ1 = 4X1=1, X2=3 for λ2 = -3

We can use the initial conditions to find the values of the constants C1 and C2.C1= 1/5, C2 = −1/5

The solution is given by:x1 = 1/5 e4t − 1/5 e−3t  (b)Use Laplace transform to solve the system

We can use Laplace transform to solve the system as follows:L{x1} = 3 L{x1} − L{x2}L{x2} = 6 L{x1} − 2 L{x2}

Using the initial conditions, we get:

L{x1} = (1/5s) (s+3)L{x2} = (1/5s) (−2s+5)

Hence,x1 = (1/5) [1+3e-3t]x2 = (1/5) [2-5e-3t]

Therefore, the solution is:x1 = 1/5 e4t − 1/5 e−3t and x2 = −2/5 e−3t + 2/5.

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4. (a) Determine the (shortest) distance between the straight line
l: x=4+3t, y=3+2t, z=-1-2t, t€ R,
and the plane
P: 2x + 3y + 6z = 33.
(b) When a skydiver (of mass m = 50 kg) drops from a plane, she is immediately subjected to two forces: a constant downward force mg = 500 N due to gravity, and an air resistance force proportional to the square of her speed. By Newton's law, the skydiver's speed v satisfies the differential equation dv 50- 500-kv² dt where t is time and k is a constant.
(i) After a long time (roughly 12 seconds, in real life), the skydiver will reach a terminal (constant) velocity of 80 metres per second. Without solving the given differential equation, determine k.
(ii) Solve the given differential equation (using the value of k found in (i)). You should assume that the skydiver is initially at rest, i.e. that v(0) = 0.
(iii) Sketch your solution for t≥ 0.

Answers

The shortest distance between the line and the plane is 6/7 units.

(a) The shortest distance between the straight line and the plane can be determined by finding the projection of the line onto the normal to the plane. The normal to the plane is (2, 3, 6), so we need to find the projection of the vector (3, 2, -2) onto (2, 3, 6). Using the dot product, we have:
(3, 2, -2) · (2, 3, 6) = 6 + 6 - 12 = 0
So the projection of the vector is zero, which means that the line is parallel to the plane. The distance between the line and the plane is the distance between a point on the line and the plane. Let's choose the point (4, 3, -1) on the line. The distance between this point and the plane can be found using the formula:
d = |ax + by + cz - d| / sqrt(a² + b² + c²)
where (a, b, c) is the normal to the plane and d is the constant term in the equation of the plane. Substituting the values, we have:
d = |2(4) + 3(3) + 6(-1) - 33| / √2² + 3² + 6²) = 6 / √(49) = 6/7
Therefore, the shortest distance between the line and the plane is 6/7 units.
(b) (i) When the skydiver reaches terminal velocity, her speed is constant, which means that dv/dt = 0. Substituting this into the differential equation, we have:
0 = 50 - 500k(80)²
0 = 50 - 2560000k
k = 50/2560000
(ii) The differential equation is of the form dv/dt = a - bv², where a = 50 and b = 50/2560000. This is a separable differential equation, so we can write it as:
(1/(a-bv²))dv = dt
Integrating both sides, we have:
(1/2√(ab))tan(v√(b/a)) = t + C
where C is an arbitrary constant of integration.

Substituting the values, we have:
(1/40)√(2560000/50)tan(4√(50)v) = t + C
Solving for v, we have:
v = (1/4√(50))tan(40√(50)(t+C))
At t = 0, v = 0, so we can find C:
0 = (1/4√(50))tan(40√(50)C)
C = -0.0174
Substituting C, we have:
v = (1/4√(50))tan(40√(50)t - 0.0174)
(iii) The graph of the solution is a sigmoid curve, with an asymptote at v = 80 m/s. The curve starts at v = 0, and approaches the asymptote asymptotically, but never reaches it.

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Find the 64th percentile, P64, from the following data. 1 2 6 16 17 23 29 31 33 35 38 43 45 46 50 51 52 53 54 55 62 63 64 67 73 75 78 87 96 99. Find P64 ?

Answers

To find the 64th percentile ([tex]P64[/tex]) from the given data set, we need to identify the value that separates the lowest 64% of the data from the highest 36% of the data.

To find the 64th percentile ([tex]P64[/tex]), we first need to determine the number that corresponds to the rank position of the percentile. In this case, since the data set has 30 observations, we calculate the rank position as follows: (64/100) * 30 = 19.2.

Since the rank position is not an integer, we round it up to the next whole number to find the position of the 64th percentile, which is the 20th observation in the ordered data set.

Now, we sort the data set in ascending order: 1 2 6 16 17 23 29 31 33 35 38 43 45 46 50 51 52 53 54 55 62 63 64 67 73 75 78 87 96 99.

The 20th observation is 54, so the 64th percentile ([tex]P64[/tex]) is 54. This means that approximately 64% of the data values are less than or equal to 54, and 36% of the data values are greater than 54.

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Solve the equation algebraically. Show all steps. Leave solutions(s) in exact simplified form AND then give an approximate value of any solutions to two decimal places. 5+2=7³x

Answers

The approximate value of the solution is x ≈ 0.0204.To solve the equation algebraically, let's go through the steps:

Start with the given equation: 5 + 2 = 7³x. Simplify the equation: 7³ = 343, so the equation becomes: 5 + 2 = 343x. Combine like terms: 7 = 343x. Divide both sides of the equation by 343 to isolate x : 7/343 = x. Simplify the fraction on the left side: x = 1/49.

Therefore, the solution to the equation is x = 1/49. To find the approximate value of the solution, we can convert the fraction to a decimal: x ≈ 0.0204 (rounded to two decimal places). So, the approximate value of the solution is x ≈ 0.0204.

In conclusion, by simplifying the equation and isolating x, we determined that x equals 1/49. Additionally, the approximate value of x is approximately 0.02, rounded to two decimal places.

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El 40% de una población tiene coche ,y 2/5 de está lo utiliza diario. ¿Que porcentaje de la población no lo usa diario?

Answers

84% of the population does not use a car daily.

We have,

Let's assume the population size is 100 for easier calculations.

40% of the population has a car, which means 40 people have a car.

Out of those who have a car, 2/5 use it daily.

So, 2/5 of 40 people use it daily, which is (2/5) x 40 = 16 people.

The percentage of the population that does not use it daily can be calculated as follows:

Total population - Number of people using it daily

= 100 - 16

= 84 people.

Therefore,

84% of the population does not use a car daily.

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If you have enough dough to make either 6 Large pizzas (L) or 12 Small pizzas (S), which of the following equations represents this constraint?

A.
2L + S ≤ 6

B.
2L + S ≤ 12

C.
2L + S ≥ 0

D.
L + 2S ≤ 12

E.
6L + 12S ≤ 0

Answers

The equation that represents the constraint of having enough dough to make either 6 Large pizzas (L) or 12 Small pizzas (S) is option D, L + 2S ≤ 12.

To determine the correct equation representing the constraint, we need to analyze the given information. We have two options: making 6 Large pizzas or making 12 Small pizzas. This implies that the amount of dough used for the Large pizzas is equivalent to the amount used for 2 Small pizzas.

Let's consider the variables L and S, representing the number of Large and Small pizzas respectively. If we use the equation L + 2S ≤ 12, it states that the total number of Large pizzas (L) plus twice the number of Small pizzas (2S) should be less than or equal to 12. This equation aligns with the given information that we have enough dough for either 6 Large pizzas or 12 Small pizzas.

Option D, L + 2S ≤ 12, correctly captures the constraint described and represents the relationship between the number of Large and Small pizzas that can be made given the available dough.

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write an equation for a rational function with:
Vertical asymptotes of x=7 and x=-1
x intercept at (4,0) and (-3,0)
y intercept at (0,7)
Use y as the output variable. You may leave your answer in factored form.
y = (x-4)(x+3)/(x-7)(x+1)

Answers

The equation for a rational function that satisfies the given conditions is y = (x-4)(x+3)/(x-7)(x+1), where y is the output variable.

To form the equation, we consider the given conditions. The vertical asymptotes are x = 7 and x = -1. This means that the denominator of the rational function should have factors of (x-7) and (x+1). Next, we look at the x-intercepts, which are (4,0) and (-3,0). This means that the numerator of the rational function should have factors of (x-4) and (x+3). Finally, we have the y- intercept at (0,7), which means that the function passes through the point (0,7). Combining all these conditions, we can write the equation as y = (x-4)(x+3)/(x-7)(x+1).

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what is the complete factorization of the polynomial below x^3 x^2 9x 9
a. (x-1) (x+3l) (x – 3l)
b. (x+1) (x + 3l) (x + 3l)
c. (x-1) (x + 3l) (x+3l)
d. (x+1) (x + 3l) (x-3l)

Answers

The complete factorization of the polynomial [tex]x^3[/tex] + [tex]x^2[/tex] + 9x + 9 is given by option a. (x - 1)(x + 3l)(x - 3l).

To factorize the polynomial [tex]x^3[/tex] + [tex]x^2[/tex] + 9x + 9, we can use various factoring techniques. In this case, we observe that there are no common factors among the terms. We proceed by looking for possible factors by considering the constant term, which is 9. By testing different values, we find that x - 1 is a factor of the polynomial.

Using polynomial division or synthetic division, we divide the given polynomial by (x - 1) to obtain the quotient [tex]x^2[/tex] + 2x + 9. Now, we focus on factoring the quotient further. By using techniques such as factoring by grouping or quadratic factoring, we find that the quadratic expression [tex]x^2[/tex] + 2x + 9 cannot be further factored using real numbers.

Therefore, the complete factorization of the polynomial [tex]x^3[/tex] + [tex]x^2[/tex] + 9x + 9 is (x - 1)([tex]x^2[/tex] + 2x + 9). While option a, (x - 1)(x + 3l)(x - 3l), appears similar, it is not a correct factorization for the given polynomial.

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how many two digit numbers greater than 10 are there, which are divisible by 2 and 5 but not by 4 or 25 ?

Answers

Answer:

Step-by-step explanation: 4 numbers

30,50,70,90




Let X be a binomial random variable with the following parameters: 1 n = 4 and p= ; 4 Find the probability distribution of the random variable Y = X² +1 x = 0, 1,..., n

Answers

To find the probability distribution of the random variable Y = X² + 1, where X is a binomial random variable with parameters n = 4 and p, we need to calculate the probabilities P(Y = y) for each possible value of y.

We know that X follows a binomial distribution with parameters n = 4 and p. Therefore, X can take values x = 0, 1, 2, 3, or 4.

To find the probability distribution of Y, we substitute each value of x into the equation Y = X² + 1 and calculate the corresponding probabilities.

For x = 0, Y = 0² + 1 = 1.

The probability P(X = 0) can be calculated using the binomial probability formula: P(X = 0) = (4 choose 0) * p^0 * (1 - p)^(4 - 0).

For x = 1, Y = 1² + 1 = 2.

The probability P(X = 1) can be calculated using the binomial probability formula: P(X = 1) = (4 choose 1) * p^1 * (1 - p)^(4 - 1).

For x = 2, Y = 2² + 1 = 5.

The probability P(X = 2) can be calculated using the binomial probability formula: P(X = 2) = (4 choose 2) * p^2 * (1 - p)^(4 - 2).

For x = 3, Y = 3² + 1 = 10.

The probability P(X = 3) can be calculated using the binomial probability formula: P(X = 3) = (4 choose 3) * p^3 * (1 - p)^(4 - 3).

For x = 4, Y = 4² + 1 = 17.

The probability P(X = 4) can be calculated using the binomial probability formula: P(X = 4) = (4 choose 4) * p^4 * (1 - p)^(4 - 4).

The probability distribution of Y is given by the probabilities P(Y = y) for each y = 1, 2, 5, 10, 17, and the remaining probabilities are zero.

It's important to note that the value of p was not provided in the question, so we cannot calculate the exact probabilities without knowing the value of p. However, the above explanation outlines the process to obtain the probability distribution once the value of p is known.

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Calculate the expected return of the portfolio, if 85% is invested in the stock fund and the remainder in the bond fund. Round your final answer to two decimal places and show it as a percentage. ______Agents usually track and report on computer equipment and network systems to predict when a system crash or failure might occur. a. Shopping and information b. Fuzzy logic c. Secret d. Monitoring and surveillance e. Data-mining D The after tax or effective cost of debt is reduced by the taxsavings since interest payments on debt are tax deductible.Group of answer choicesTrue or False Briefly describe key aspects of the 2015 and 2017 energy acts; see web links in the lecture notes. Have they been approved? Have they been signed into law? Refer to the policy process, as discussed in Simon, Chapter 2. What did you like about these acts? Did you find anything in them that you disapprove of? Limit your response to 300-400 words. Let f be the function defined by f(x) = x/2+x Rewriting f(x) in the form f(x) = x/2+x = (2+x) - 2/2+x =1-2/2+x is the florida legisture holding the bill that allows de santis to run for president and not resign. has de santis signed it? Which climatic zones are found in India? Choose from the following You sell your house at 95.7% of the list price. What was the amount of sales commission if the commission percentage is 3.75% and the list price of the house was $ 182 500?a. 6449.74b. 6549.47c.6149.47d.6149.74e.6449.47 1. Please describe the strengths and limitations of a multi-domestic strategy.2. Please explain each new venture firm entry strategy options: Pioneering new entry, Imitative new entry, and Adaptive new entry. Human resource managers have the options of recruiting from within or external to their company. Discuss internal recruitment and any advantages or disadvantages associated with the process. (5 marks) Solve the system with the addition method: {3x + 6y = 4 {-9x - 18y = - 12 Answer: __ What types of substances would move retrograde to the rough ER?a. rough ER retention tagsb. proteins with a KDEL retrieval tagc. proteins with the amino acid sequence R-X-R Intro Consider a loan for $51,898 that is paid off in 15 yearly payments of $5,000. Part 1 What is the interest rate? 3+ decimals Submit BAttempt 1/10 for 1 pts. Intro You have $1,000 in your savings account, and want to buy a car for $20,000. Part 1 Attempt 1/10 for 1 pts. If you want to buy the car in 10 years, what interest rate would you need to earn? 3+ decimals Submit Intro You just turned 22 years old and want to retire when you turn 65. You expect to live for 25 years after retirement and want to withdraw $60,000 per year in retirement, starting on your 65th birthday. You expect to earn a return of 6% on your investments every year. Part 1 B Attempt 1/10 for 1 pts. What is the total present value (as of your 65th birthday) of the withdrawals you expect to make in retirement? 0+ decimals Submit BAttempt 1/10 for 1 pts. Part 2 You want to save a constant amount every year. How much money should you save each year if you make the first deposit now and the last one one year before you turn 65? 0+ decimals Submit Solve the linear programming problem by sketching the region and labeling the vertices, deciding whether a solution exists, and then finding it if it does exist. (If an answer does not exist, enter DNE.) Maximize P = 70x + 80y, 2x + y 16, x + y 10, x 0, y >= 0 Subject to P = _________ You have promised your parents to Study at least 3 hours for every hour that you go to Bars. This constraint is mathematically stated as;A.S 3BB.3S BC.3S + B 0D.S + 3B 0E.I'd never make such a promise! Julia brings home $ 1,800 per month after taxes . Julia's rent is $ 650 per month , her utilities are $ 100 per month , and her car payment is $ 210 per month . Julia is currently paying $ 150 per month to her orthodontist for her braces . If Julia's groceries cost $ 60 per week and she estimates her other expenses to be $ 150 per month , how much will she have left each month to put toward savings to reach her financial goals ? Find the area bounded by y=e^x, y=lnx, x=e, the x-axis and the y-axis. A) None of these B) 13.1543 C) 12.7834 (D) 12.1435 E) 13.1435