7. Let x[n]={1,2,3,4,5} and h[n]={1,3,5} a) Can you compute y[n]=x[n]∗h[n] with N=5 point DFT? If yes, explain your algorithm. If no, explain your reason. b) Compute the convolution with N=10 point DFT and compare your result with part (a). 8. Compute the 4-point DFT of x[n]={1,1,1,1} using the flow diagram of Decimation-in-time FFT algorithm.

Answers

Answer 1

The inverse DFT of the resulting product to obtain the convolution y[n].

a) To compute y[n] = x[n] * h[n] using a 5-point DFT, we can follow these steps:

Pad x[n] and h[n] with zeros to make them of length 5, if necessary. In this case, both x[n] and h[n] are already of length 5, so no padding is required.

Take the DFT of x[n] and h[n] using a 5-point DFT algorithm. You can use algorithms like the Cooley-Tukey algorithm or any other efficient DFT algorithm to compute the DFT.

Multiply the corresponding frequency components of x[n] and h[n] element-wise.

Take the inverse DFT of the resulting product to obtain y[n].

However, in this case, x[n] has length 5 and h[n] has length 3. To perform linear convolution, the lengths of x[n] and h[n] should be the sum of their individual lengths minus one. In this case, the length of y[n] should be 5 + 3 - 1 = 7. Since the DFT requires the input sequences to have the same length, we cannot directly compute y[n] using a 5-point DFT.

b) To compute the convolution of x[n] and h[n] using a 10-point DFT, we can follow these steps:

Pad x[n] and h[n] with zeros to make them of length 10. Pad x[n] with 5 zeros at the end and h[n] with 7 zeros at the end.

Take the DFT of x[n] and h[n] using a 10-point DFT algorithm.

Multiply the corresponding frequency components of x[n] and h[n] element-wise.

Take the inverse DFT of the resulting product to obtain the convolution y[n].

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Related Questions

Integrate the function f(x,y) = 3x^2 - y over the rectangular region R= [0,2]X[0,2]

Answers

The value of the double integral is 24, which represents the volume of the solid defined by the function f(x,y) = 3x² - y over the rectangular region R = [0, 2] × [0, 2].

To integrate the function f(x,y) = 3x² - y over the rectangular region R = [0, 2] × [0, 2], we use the double integral. The double integral can be expressed as ∫∫Rf(x,y)dA, where dA is the area element in R.

The region R = [0, 2] × [0, 2] is a rectangle bounded by x = 0, x = 2, y = 0, and y = 2.

Therefore, we can use the limits of integration to define the region of integration.

Thus, we have:∫[0,2]∫[0,2](3x² - y) dy dx= ∫[0,2](∫[0,2](3x² - y) dy) dx

Now, we integrate the inner integral first, holding x constant:

∫[0,2](∫[0,2](3x² - y) dy) dx= ∫[0,2]([3x²y - (y²/2)] from y = 0 to y = 2) dx= ∫[0,2](6x² - 2) dx= [(2x³ - 2x) from x = 0 to x = 2]= 14(2) - 2(2) = 24

Therefore, the value of the double integral is 24, which represents the volume of the solid defined by the function   f(x,y) = 3x² - y over the rectangular region R = [0, 2] × [0, 2].

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Please determine the Convergence or Divergence of the following sequences and tell their monotonicity
a). a_n = 4 – 1/n b) b_n = n+lun n/n^2

Answers

The sequence a_n = 4 – 1/n converges to 4, and the b_n = n+lun n/n^2 diverges. The sequence `a_n` is monotonically decreasing, while the sequence `b_n` is monotonically increasing.

a) Convergence of the sequence `a_n = 4 – 1/n. We will determine the limit of the sequence `a_n = 4 – 1/n` as n approaches infinity. As n gets larger, the term 1/n becomes smaller and smaller.

This implies that the value of a_n approaches 4. `a_n = 4 – 1/n` converges to 4. The sequence is monotonically decreasing, since the first term `a_1` is greater than all subsequent terms.

b) Convergence of the sequence `b_n = n+lun n/n^2. The sequence `b_n = n+lun n/n^2` is convergent. As n approaches infinity, the numerator and denominator both approach infinity, but the numerator grows more quickly. The sequence approaches infinity as n approaches infinity. The sequence is monotonically increasing since `b_1 < b_2 < b_3 < ...

Therefore, the sequence `a_n = 4 – 1/n` converges to 4, and the sequence `b_n = n+lun n/n^2` diverges. The sequence `a_n` is monotonically decreasing, while the sequence `b_n` is monotonically increasing.

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Graph the function. Then identify the domain, range, and y-intercept, and state whether the function is increasing or decreasing.
f(x)=e⁹ˣ

Answers

The function f(x) = e^(9x) is an exponential function. The graph of the function is an upward-sloping curve that increases rapidly as x increases. The domain of the function is all real numbers, the range is all positive real numbers, and the y-intercept is (0, 1).

The graph of the function f(x) = e^(9x) is an exponential curve that starts at the point (0, 1) and increases rapidly as x increases. The curve has no end points and extends infinitely in both the positive and negative x-directions. The shape of the curve resembles a steeply rising curve that becomes steeper as x increases.

The domain of the function f(x) = e^(9x) is all real numbers because the exponential function is defined for any value of x.

The range of the function f(x) = e^(9x) is all positive real numbers because e^(9x) is always positive, and as x increases, the value of the function also increases.

The y-intercept of the function f(x) = e^(9x) is (0, 1) because when x = 0, the value of e^(9x) is equal to e^0, which is 1.

The function f(x) = e^(9x) is continuously increasing as x increases. As x becomes larger, the value of e^(9x) grows exponentially, resulting in a steeper and steeper upward slope of the graph.

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7/4(5/8+1/2) using distributive property

Answers

Answer:

1.98

Step-by-step explanation:

I rounded up, but because the answer goes in decimal, I used a graphing calculator.

The full ans: 1.96875

Use a graphing utility to graph the polar equation, draw a tangent line at the given value of at increment tangent line of θ, let the increment between the waves of θ:
r= 5 sin θ, θ= π/3
find dy/dx at the given value of θ.

Answers

The equation of the tangent line is[tex]y = 2√3 x - 9/4[/tex].Given r = 5 sin θ, θ = π/3 The polar equation can be converted into rectangular coordinates using the following relations: [tex]x = r cos θ, y = r sin θ[/tex]

Thus, the equation of the curve in rectangular form is given by[tex], x = 5 cos θ sin θ, y = 5 sin² θ[/tex]

Now we need to draw a tangent line at the given value of θ, that is θ = π/3.To find the derivative dy/dx, we need to take the derivative of y with respect to[tex]x:dy/dx = (dy/dθ) / (dx/dθ)[/tex]First, we will find

dy/dθ:dy/dθ = d/dθ [5 sin² θ] = 10 sin θ cos θ

Next, we will find[tex]dx/dθ:dx/dθ = d/dθ [5 cos θ sin θ] = 5 (cos² θ - sin² θ)[/tex]Now we will find [tex]dy/dx:dy/dx = (dy/dθ) / (dx/dθ)= (10 sin θ cos θ) / [5 (cos² θ - sin² θ)]= 2 tan θ[/tex]

The graph of the polar equation r = 5 sin θ is shown below:We need to find the slope of the tangent line at θ = π/3. To do this, we need to find the slope of the line passing through the point

[tex](x,y) = (5√3/4, 25/4)[/tex]

and the origin (0,0).The slope of the tangent line is given by[tex]dy/dx = 2 tan π/3 = 2 √3[/tex]

The equation of the tangent line can be found using the point-slope form:[tex]y - y₁ = m(x - x₁)y - (25/4) = 2√3(x - 5√3/4)y = 2√3 x + 7/4 - 25/4y = 2√3 x - 9/4[/tex]The equation of the tangent line is[tex]y = 2√3 x - 9/4[/tex]

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consider the following table and interpret it:

a. Market size impacts average winning percentage negatively and it is statistically insignificant.

b. Market size impacts average winning percentage negatively but it is statistically insignificant.

c. Average winning percentage is positively correlated with market size and statistically significant.

d. Market size impacts average winning percentage positively but it is statistically insignificant.

e. No correlation between market size and average winning percentage.

Answers

The table shows that there is no correlation between market size and average winning percentage. Therefore, option (e) is the appropriate interpretation based on the given information.

In the context of statistical analysis, when the statement says "statistically insignificant," it means that the relationship between the variables (market size and average winning percentage) is not statistically significant. This means that any observed relationship or difference between the variables is likely due to random chance or sampling variability rather than a true relationship. The p-value, a measure of statistical significance, would typically be greater than the chosen significance level (e.g., 0.05) in this case.

The lack of statistical significance suggests that market size does not have a meaningful impact on the average winning percentage, and any observed negative relationship is likely due to random variation or other factors not accounted for in the analysis. It is important to note that statistical insignificance does not necessarily imply the absence of any relationship, but rather that any relationship observed is not strong enough to be considered statistically significant.

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Find the arc length of the curve 3y = 4x from (3, 4) to (9, 12).

Answers

Arc length of the curve 3y = 4x from (3, 4) to (9, 12) is 10.A curve's arc length is determined by calculating the length of a certain curve portion. It is a length, therefore, and cannot have a negative value.

It is the curve's "length" or "distance" and is not the same as the "distance" between the curve's endpoints.In order to find the arc length of the curve 3y = 4x from (3, 4) to (9, 12), we can use the formula:

arc length = ∫sqrt(1 + [f'(x)]^2)dx,

where a ≤ x ≤ b3y = 4x is equivalent to

y = 4x/3f(x) = 4x/3

f'(x) = 4/3√(1 + [4/3]^2) = √(1 + 16/9) = √(25/9) = 5/3Thus

,arc length = ∫sqrt(1 + [4/3]^2)

dx = (5/3)

∫dx = (5/3)

x where 3 ≤ x ≤ 9Arc length from (3,4) to (9,12) will be equal to the main answer (5/3) (9 - 3) = 10.

This is the required length of the curve portion between the two points.Arc length is a length, which can't be negative. It is the distance or length of a curve portion.

The formula for finding the arc length is arc length = ∫sqrt(1 + [f'(x)]^2)dx, where a ≤ x ≤ b. Given that 3y = 4x is equivalent to

y = 4x/3.

Using this information, we find that

f'(x) = 4/3. Therefore,

√(1 + [4/3]^2) = 5/3.

By using the formula, we have

(5/3)∫dx = (5/3)x,

which gives us the arc length from 3 to 9. Hence, the length of the curve portion from (3,4) to (9,12) is (5/3) (9 - 3) = 10.

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A rectangular box without a top is to be made from 12m^2 of card board. Let x,y,z be the length, width, and height of such a box.

a) Find an equation that translates this statement.
b) What is the volume of such a box with respect to x,y and z ?
c) Find the maximum volume of such a box.

Answers

(a) The equation translating the statement is: xy + 2xz + 2yz = 12.

(b) The volume of the box with respect to x, y, and z is: V = x * y * z.

(c) To find the maximum volume, we can use optimization techniques by solving the equation xy + 2xz + 2yz = 12 and maximizing the volume function V = x * y * z.

Explanation:

(a) The given statement implies that the total surface area of the box, excluding the top, is 12 square meters. The box has six surfaces, and since it doesn't have a top, one of the dimensions will be excluded. The equation that translates this statement is: xy + 2xz + 2yz = 12, where xy represents the base, and 2xz and 2yz represent the four sides.

(b) The volume of a rectangular box is given by V = x * y * z, where x, y, and z represent the length, width, and height of the box, respectively. So, the volume of this particular box can be expressed as V = x * y * z.

(c) To find the maximum volume, we need to optimize the volume function V = x * y * z subject to the constraint xy + 2xz + 2yz = 12. This can be done using techniques such as the method of Lagrange multipliers or by solving one equation for one variable and substituting it into the volume equation. By solving the equation and maximizing the volume function within the given constraint, we can determine the values of x, y, and z that correspond to the maximum volume of the box.

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When demonstrating that lim x→0 5x+2=2 with ε=0.2, which of the following δ-values suffices?
δ=0.013333333333333
δ=0.08
δ=0.0016
δ=0.04

Answers

In the given question, we need to find out the value of δ that suffice the value of ε in the given limit function. The correct answer is δ = 0.04.

Given limit function is `lim x → 0 (5x + 2) = 2`We have to determine the value of δ which is sufficed by ε = 0.2. Now, let us solve the given limit function as shown below: lim x → 0 (5x + 2) = 25x + lim x → 0 2= 0 + 2 = 2 Hence, the given limit function is true for x = 0. Also, lim x → 0 (5x + 2) = 2 means that if x is close enough to 0, then 5x + 2 is close enough to 2. i.e. if `|x - 0| < δ` then `|5x + 2 - 2| < ε`Here, ε = 0.2 and |5x + 2 - 2| = 5| x| Hence, 5|x| < 0.2Or, |x| < 0.04We need to find out the value of δ which will suffice |x| < 0.04. Therefore, δ = 0.04 suffices ε = 0.2. Hence, the correct answer is δ = 0.04.

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Evaluate the following integrals.
a. ∫−33t3δ(t+2)dt
b. ∫03t3δ(t+2)dt

Answers

The integrals can be evaluated using the properties of the Dirac delta function. The first integral evaluates to -3(2)^3 = -24, and the second integral evaluates to 0.

The Dirac delta function, denoted as δ(x), is a mathematical function that behaves like an impulse. It is defined as zero everywhere except at x = 0, where it is infinite, with an integral of 1. The integral of a function multiplied by the Dirac delta function can be simplified using the sifting property of the delta function.

a. In the first integral, ∫[-3,3]t^3δ(t+2)dt, the Dirac delta function restricts the integration to the point where t + 2 = 0, which is t = -2. Therefore, the integral becomes ∫[-3,3]t^3δ(t+2)dt = t^3|_-2 = (-2)^3 = -8. Since the coefficient outside the delta function is -3, the final result is -3(-8) = -24.

b. In the second integral, ∫[0,3]t^3δ(t+2)dt, the Dirac delta function restricts the integration to the point where t + 2 = 0, which is t = -2. However, in this case, the interval of integration does not include the point -2. Therefore, the integral evaluates to 0 since the function inside the delta function is zero over the entire interval.

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what is the difference if I take the normal (-1,-1,1)
.
Find an equation of the plane. The plane through the point \( (3,-2,8) \) and parallel to the plane \( z=x+y \) Step-by-step solution Step 1 of 1 人 The plane through the point \( (3,-2,8) \) and par

Answers

The equation of the plane passing through the point (3, -2, 8) and parallel to the plane \( z = x + y \) is \( x + y - z = -5 \).

To find the equation of a plane through a given point and parallel to another plane, we can follow these steps:

Step 1: Determine the normal vector of the given plane.

For the plane \( z = x + y \), the coefficients of \( x \), \( y \), and \( z \) give us the normal vector: \( \mathbf{N_1} = (1, 1, -1) \).

Step 2: Use the normal vector and the given point to form the equation of the new plane.

We have the point \( P_0 = (3, -2, 8) \) on the desired plane.

Let \( \mathbf{N_2} \) be the normal vector of the new plane, which is parallel to the given plane.

Since the two planes are parallel, their normal vectors will be the same, so \( \mathbf{N_2} = (1, 1, -1) \).

Using the point-normal form of the equation of a plane, the equation of the new plane can be written as:

\( \mathbf{N_2} \cdot \mathbf{r} = \mathbf{N_2} \cdot \mathbf{P_0} \),

where \( \mathbf{r} \) represents the position vector (x, y, z).

Substituting the values, we have:

\( (1, 1, -1) \cdot (x, y, z) = (1, 1, -1) \cdot (3, -2, 8) \),

which simplifies to:

\( x + y - z = -5 \).

Therefore, the equation of the plane passing through the point (3, -2, 8) and parallel to the plane \( z = x + y \) is \( x + y - z = -5 \).

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The function f(x)=4x+2x−1 has one local minimum and one local maximum. This function has a local maximum at x= with value and a local minimum at x= with value

Answers

The function is a linear function with a positive slope (since the coefficient of x is positive), and it continues to increase without any turning points or local extremum.

To find the local minimum and local maximum of the function f(x) = 4x + 2x - 1, we need to find the critical points and evaluate the function at those points.

Step 1: Find the derivative of f(x):

f'(x) = 4 + 2 - 1

= 6

Step 2: Set the derivative equal to zero to find the critical points:

6 = 0

There are no solutions to this equation. Therefore, there are no critical points.

Step 3: Since there are no critical points, we can conclude that there are no local minimum or local maximum values for the function f(x) = 4x + 2x - 1.

In this case, the function is a linear function with a positive slope (since the coefficient of x is positive), and it continues to increase without any turning points or local extremum.

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Consider the following transfer function representing a DC motor system: \[ \frac{\Omega(s)}{V(s)}=G_{v}(s)=\frac{10}{s+6} \] Where \( V(s) \) and \( \Omega(s) \) are the Laplace transforms of the inp

Answers

The Laplace transform of the output angular velocity \(\Omega(s)\) is given by:

\[\Omega(s) = \frac{10}{s + 6} \times V(s)\]

The Laplace transform of the output angular velocity \(\Omega(s)\) is given by:

\[\Omega(s) = \frac{10}{s + 6} \times V(s)\]

Given the transfer function for the DC motor system:

\[G_v(s) = \frac{\Omega(s)}{V(s)} = \frac{10}{s + 6}\]

where \(V(s)\) and \(\Omega(s)\) are the Laplace transforms of the input voltage and angular velocity, respectively.

To obtain the output Laplace transform from the input Laplace transform, we multiply the input Laplace transform by the transfer function.

Thus, to obtain the Laplace transform of the angular velocity \(\Omega(s)\) from the Laplace transform of the input voltage \(V(s)\), we multiply the Laplace transform of the input voltage \(V(s)\) by the transfer function:

\[\frac{\Omega(s)}{V(s)} \times V(s) = \frac{10}{s + 6} \times V(s)\]

Hence, the Laplace transform of the output angular velocity \(\Omega(s)\) is given by:

\[\Omega(s) = \frac{10}{s + 6} \times V(s)\]

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Given the function g(x)=8x^3+60x^2+96x, find the first derivative, g′(x).
g′(x)= ______
Notice that g′(x)=0 when x= −4, that is, g′(−4)=0
Now we want to know whether there is a local minimum or local maximum at x= −4, so we will use the second derivative test. Find the second derivative, g′′(x).
g′′(x)= _________
Evaluate g′′(−4)
g′′(−4)= _________
Based on the sign of this number, does this mean the graph of g(x) is concave up or concave down at x=−4 ? [Answer either up or down - watch your spelling!]
At x= −4 the graph of g(x) is concave ___________
Based on the concavity of g(x) at x= −4, does this mean that there is a local minimum or local maximum at x=−4 ? [Answer either minimum or maximum - watch your spelling!!] At x=−4 there is a local _________

Answers

g′(x) = 24x^2 + 120x + 96.

g′′(x) = 48x + 120.

g′′(−4) = -72.

At x=−4, the graph of g(x) is concave down.

Based on the concavity of g(x) at x=−4, there is a local maximum.

the first derivative g′(x), we differentiate the function g(x) term by term. The derivative of 8x^3 is 24x^2, the derivative of 60x^2 is 120x, and the derivative of 96x is 96. Combining these terms, we get g′(x) = 24x^2 + 120x + 96.

the second derivative g′′(x), we differentiate g′(x). The derivative of 24x^2 is 48x, and the derivative of 120x is 120. Therefore, g′′(x) = 48x + 120.

To evaluate g′′(−4), we substitute x = −4 into the expression for g′′(x). This gives g′′(−4) = 48(-4) + 120 = -192 + 120 = -72.

The sign of g′′(−4) being negative (-72) indicates that the graph of g(x) is concave down at x = −4.

Based on the concavity of g(x) at x = −4 being concave down, it means that there is a local maximum at x = −4.

Therefore, at x = −4, there is a local maximum.

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ALGEBRA In Exercises \( 12-17 \), find the values of \( x \) and \( y \). 13

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the solution of the given system of equations is x=-43/14 and y=-92/21.

Given the system of equations as below: [tex]\[ \begin{cases}2x-3y=7\\4x+5y=8\end{cases}\][/tex]

The main answer is the solution for the system of equations. We can solve the system of equations by using the elimination method.

[tex]\[\begin{aligned}2x-3y&=7\\4x+5y&=8\\\end{aligned}\[/tex]

]Multiplying the first equation by 5, we get,[tex]\[\begin{aligned}5\cdot (2x-3y)&=5\cdot 7\\10x-15y&=35\\4x+5y&=8\end{aligned}\][/tex]

Adding both equations, we get,[tex]\[10x-15y+4x+5y=35+8\][\Rightarrow 14x=-43\][/tex]

Dividing by 14, we get,[tex]\[x=-\frac{43}{14}\][/tex] Putting this value of x in the first equation of the system,[tex]\[\begin{aligned}2x-3y&=7\\2\left(-\frac{43}{14}\right)-3y&=7\\-\frac{86}{14}-3y&=7\\\Rightarrow -86-42y&=7\cdot 14\\\Rightarrow -86-42y&=98\\\Rightarrow -42y&=98+86=184\\\Rightarrow y&=-\frac{92}{21}\end{aligned}\][/tex]

in the given system of equations, we have to find the values of x and y. To find these, we used the elimination method. In this method, we multiply one of the equations with a suitable constant to make the coefficient of one variable equal in both the equations and then we add both the equations to eliminate one variable.

Here, we multiplied the first equation by 5 to make the coefficient of y equal in both the equations. After adding both the equations, we got the value of x. We substituted this value of x in one of the given equations and then we got the value of y. Hence, we got the solution for the system of equations.

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Determine which of the following is the polar equation of a parabola with eccentricity 1 , and directirx \( x=-5 \). Select the correct answer below: \[ r=\frac{5}{1-\cos \theta} \] \[ r=\frac{5}{1-\s

Answers

The correct polar equation of a parabola with eccentricity 1 and directrix $x=-5$ is $r=\frac{5}{1-\cos\theta}$, parabola with eccentricity 1 is a parabola that opens up or down, and its focus is at the origin.

The directrix of a parabola is a line that is always perpendicular to the axis of symmetry of the parabola, and it is located the same distance away from the focus as the vertex of the parabola.

In this case, the directrix is $x=-5$, so the distance between the focus and the directrix is $5$. This means that the vertex of the parabola is located at $(-5,0)$.

The polar equation of a parabola with focus at the origin and directrix $x=d$ is given by:

r=\frac{ed}{1-ecos\theta}

where $e$ is the eccentricity of the parabola and $d$ is the distance between the focus and the directrix.

In this case, $e=1$ and $d=5$, so the polar equation of the parabola is:

r=\frac{5}{1-\cos\theta}

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Alice, Bob, Carol, and Dave are playing a game. Each player has the cards {1,2, ...,n} where n ≥ 4 in their hands. The players play cards in order of Alice, Bob, Carol, then Dave, such that each player must play a card that none of the others have played. For example, suppose they have cards {1, 2, ...,5}, and suppose Alice plays 2, then Bob can play 1, 3, 4, or 5. If Bob then plays 5, then Carol can play 1, 3,
or 4. If Carol then plays 4 then Dave can play 1 or 3.
(a) Draw the game tree for n = 4 cards. (b) Consider the complete bipartite graph K4n. Prove a bijection between the set of valid games for n
cards and a particular subset of subgraphs of K4.n.

Answers

(a) The game tree for n = 4 cards can be represented as follows:

markdown

       Alice

      /  |  |  \

     1   3  4   5

    /     |     \

  Bob     |     Dave

  / \     |     / \

 3   4    5    1   3

b here is a bijection between the set of valid games for n cards and a particular subset of subgraphs of K4.n.

In this game tree, each level represents a player's turn, starting with Alice at the top. The numbers on the edges represent the cards played by each player. At each level, the player has multiple choices depending on the available cards. The game tree branches out as each player makes their move, and the game continues until all cards have been played or no valid moves are left.

(b) To prove the bijection between the set of valid games for n cards and a subset of subgraphs of K4.n, we can associate each player's move in the game with an edge in the bipartite graph. Let's consider a specific example with n = 4.

In the game, each player chooses a card from their hand that hasn't been played before. We can represent this choice by connecting the corresponding vertices of the bipartite graph. For example, if Alice plays card 2, we draw an edge between the vertex representing Alice and the vertex representing card 2. Similarly, Bob's move connects his vertex to the chosen card, and so on.

By following this process for each player's move, we create a subgraph of K4.n that represents a valid game. The set of all possible valid games for n cards corresponds to a subset of subgraphs of K4.n.

Therefore, there is a bijection between the set of valid games for n cards and a particular subset of subgraphs of K4.n.

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Find the first derivative. DO NOT SIMPLIFY!!!
y = 6x (3x^2 - 1)^3

Answers

Therefore, the first function derivative of y = 6x (3x² - 1)³ is 18x(3x⁴ - 6x² + 1) + 6(3x² - 1)³.

The given function is y = 6x (3x² - 1)³, and we have to find its first derivative.

Using the chain rule, the derivative of this function can be found as follows:

y' = 6x d/dx (3x² - 1)³ + (3x² - 1)³ d/dx (6x)y' = 6x (3(3x² - 1)² .

6x) + (3x² - 1)³ . 6y' = 6x (3(3x⁴ - 6x² + 1)) + 6(3x² - 1)³y' = 18x (3x⁴ - 6x² + 1) + 6(3x² - 1)³

Therefore, the first derivative of y = 6x (3x² - 1)³ is 18x(3x⁴ - 6x² + 1) + 6(3x² - 1)³.

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Question 2 (1 point) For the following set of values (13.6, ,5.9) the standard deviation is (answer with 3 sig. fig.) Your Answers Answer

Answers

The standard deviation of a set of values can be calculated using the formula:

σ = √((Σ(x - μ)²) / N)

Where: σ is the standard deviation Σ represents the sum x is each value in the set μ is the mean of the set N is the number of values in the set

Given the set of values (13.6, 5.9), we can calculate the standard deviation.

Step 1: Calculate the mean (μ) μ = (13.6 + 5.9) / 2 = 19.5 / 2 = 9.75

Step 2: Calculate the sum of squared differences from the mean Σ(x - μ)² = (13.6 - 9.75)² + (5.9 - 9.75)² = 3.85² + (-3.85)² = 14.8225 + 14.8225 = 29.645

Step 3: Calculate the standard deviation (σ) σ = √(29.645 / 2) ≈ √14.8225 ≈ 3.85

Therefore, the standard deviation of the set (13.6, 5.9) is approximately 3.85 (rounded to three significant figures).

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Consider the following equation x^3 √(4y) = 5, where x and y are the independent and dependent variable, respectively.
a. Find y′ using implicit differentiation.
b. Find y and then obtain y′.
c. Explain the results seen in (a) and (b)

Answers

Find y′ using implicit differentiation. Let's find the derivative of the function, using implicit differentiation.

d/dx (x³√(4y))

= d/dx (5)x²(√(4y))/3

= 0y′

= -3x⁴/8

Now we have the value of y′.

b. Find y and then obtain y′.To find y, let's solve the equation:

x^3 √(4y) = 54y

= (5/x^3)²

We can simplify this expression, writing it in the form y

= f(x) = 25/(x^6)

Now let's find the derivative of y by finding f’(x)f'(x)

= -150/x⁷

Now we have the value of y′.

c. Explain the results seen in (a) and (b)The two solutions to the problem above are equivalent, the only difference is the way they are presented. Both solutions are correct and provide the value of y′.

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of rate 1/2 and M = 6 as inner code. This scheme was used, for example, for the Voyager 1 and 2 missions in 1979 (Jupiter and Saturn). In 1990, for the Galileo mission (Jupiter), the Jet Propulsion Laboratory (JPL) developed a convolutional code of rate 1/4, M = 14 (8,192 internal states) with a free distance of 35 and its associated Viterbi decoder (Big Viterbi Decoder (BVD)). For the digital video broadcasting systems by satellite (DVB-S) and terrestrial (DVB-T), the coding scheme is close to the CCSDS standard. It is composed of a Reed-Solomon code (204,188,17), a convolutional interleaver and a convolutional code (163,171) of rate 1/2, M = 6, with puncturing 3/4, 4/5,5/6 and 7/8. The digital audio broadcast (DAB) uses a nonrecursive convolutional of rate 1/4 M = 6, with a large choice of puncturing patterns. For the second generation of radio communication systems, the Global System for Mobile Communications (GSM) standard uses a convolutional code of rate 1/2 with M = 4, while the 1595 standard uses a convolutional code of rate 1/2 with M = 8 as for the Globalstar cellular satellite system. Convolutional codes are also used in the concatenated convolutional codes.

Exercises

1. Consider a rate-1/3 convolutional code with generator G = (10,17,11)octal.

(i) Draw the encoder.

(ii) Construct the trellis diagram for this encoder (draw up to 5 time instances). (iv) Encode the bit stream: 0110001

(iii) Find the free distance of the code.

Answers

The rate-1/3 convolutional code with generator G = (10,17,11)octal has been analyzed. The trellis diagram for the encoder has been constructed, and the bit stream 0110001 has been encoded. The free distance of the code has been determined.

(i) The encoder for the rate-1/3 convolutional code with generator G = (10,17,11)octal can be represented as follows:

     0       1

+--------------+

| |

v v

(0,0) ---0---> (0,0)

| \ /

| \ /

0 1 1

| \ /

v v

(1,1) ---1---> (1,0)

| \ /

| \ /

0 1 1

| \ /

v v

(2,2) ---1---> (2,1)

| \ /

| \ /

0 1 1

| \ /

v v

(3,3) ---0---> (3,3)

(ii) The trellis diagram for the given convolutional code encoder can be represented by nodes and edges, where each node represents the state and each edge represents a transition based on the input bit. Since we are considering up to 5 time instances, the trellis diagram will show the transitions for 5 time steps.

(iii) To encode the bit stream 0110001, we start at the initial state (0,0) and follow the corresponding paths based on the input bits. The encoded output sequence obtained is 11110010010.

(iv) The free distance of a convolutional code represents the minimum number of symbol errors required to convert one valid code sequence into another valid code sequence. In this case, the free distance can be determined by observing the trellis diagram and identifying the longest path that diverges from the initial state. By examining the trellis diagram, it can be seen that the longest diverging path corresponds to the state sequence (0,0) - (1,1) - (2,2) - (3,3). Since there are four transitions along this path, the free distance of the code is 4.

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Let f (x) = -2x^3 – 7.
The absolute maximum value of f over the closed interval [-3,2] occurs at
x = _______

Answers

Let f(x) = -2x³ - 7.The closed interval is [-3,2].To find the absolute maximum value of f(x) in the interval [-3,2], we need to evaluate f(x) at the critical numbers and at the endpoints of the interval [-3,2].

Step 1: The derivative of f(x) can be obtained by using the power rule of differentiation.f'([tex]x) = d/dx [-2x³ - 7]= -6x[/tex]²The critical numbers are the values of x where f'(x) = 0 or f'(x) does not exist.f'(x) = 0-6x² = 0x = 0

Step 2: We need to evaluate the value of f(x) at the critical number and at the endpoints of the interval [tex][-3,2].f(-3) = -2(-3)³ - 7 = -65f(2) = -2(2)³ - 7 = -15f(0) = -2(0)³ - 7 = -7[/tex]

Step 3: We compare the values of f(x) to identify the absolute maximum value of f(x) in the interval [-3,2].f(-3) = -65f(0) = -7f(2) = -15The absolute maximum value of f(x) over the closed interval [-3,2] is -7.

The value of x that corresponds to the absolute maximum value of f(x) is 0.Therefore, the absolute maximum value of f over the closed interval [-3,2] occurs at x = 0.

Answer: x = 0.

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Evaluate the integral ∫dx/3xlog_5x

∫dx/3xlog_5x = ______

Answers

The integral ∫dx/(3xlog_5x) represents the antiderivative of the function (1/(3xlog_5x)) with respect to x. The result of this integral is an expression involving logarithmic functions.

To evaluate the integral, we can use a substitution method. Let u = log_5x. Then, du = (1/x) * (1/ln5) dx, or dx = xln5 du. Substituting these values into the integral, we have: ∫dx/(3xlog_5x) = ∫(xln5 du)/(3xu) = (ln5/3) * ∫du/u.

The integral of du/u is ln|u|, so the evaluated expression becomes:

(ln5/3) * ln|u| + C = (ln5/3) * ln|log_5x| + C,

where C is the constant of integration.

In summary, the evaluated integral is (ln5/3) * ln|log_5x| + C, where C is the constant of integration. This expression represents the antiderivative of the original function with respect to x.

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Consider the shaded region to the left. (a) Find its area using vertical slices. (b) Find its area using horizoConsider the shaded region to the left. (a) Find its area using vertical slices. (b) Find its area using horizontal slices.ntal slices.

Answers

Consider vertical strips as shown below, and let dx be their width, where x runs from 0 to 1.

Consider the shaded region to the left. (a) Find its area using vertical slices. (b) Find its area using horizontal slices. The shaded region is made up of two curved edges and two straight edges, which implies that it's necessary to break it up into pieces that can be integrated, either horizontally or vertically, to find the area. The two vertical lines' function is y = 4x^2 and y = 2x.

Then, to calculate the area using vertical slices, we'll break it down into an infinite number of rectangles and add up their areas.The horizontal lines are x = 0 and x = 1. We'll break it down into an infinite number of rectangles and add up their areas to calculate the area using horizontal slices.(a) Vertical Slices:Consider vertical strips as shown below, and let dx be their width, where x runs from 0 to 1.

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4. Simplity \( (x+y)(x+\bar{y})+(\overline{\bar{x} \bar{y})+\bar{x}} \) 5. Simplity \( f(A, B, C, D)=(A B+C+D)(\bar{C}+D)(\bar{C}+D+E) \)

Answers

The simplified Boolean expression is: \[ABC\overline{D} + BCD\overline{C}\overline{C} + BCD\overline{D} + \overline{C}\overline{C}E + \overline{C}DE + D\overline{C}\overline{C} + D\overline{C}DE\]

To simplify the given Boolean expression, we'll start by using the distributive property:

\[(x + y)(x + \overline{y}) + (\overline{x} \cdot \overline{y}) + \overline{x}\]

Using the distributive property gives:

\[x \cdot x + x \cdot \overline{y} + y \cdot x + y \cdot \overline{y} + \overline{x} \cdot \overline{y} + \overline{x}\]

We have simplified the given Boolean expression. Therefore, the simplified Boolean expression is:

\[x + x\overline{y} + \overline{x}\]

To simplify the given Boolean expression, we'll start by using the distributive property:

\[f(A, B, C, D) = (AB + C + D)(\overline{C} + D)(\overline{C} + D + E)\]

First, we'll use the distributive property to simplify \(AB + C + D\):

\[f(A, B, C, D) = (AB + C + D)(\overline{C} + D)(\overline{C} + D + E) = (ABC\overline{C} + BCD\overline{C} + AC\overline{D}\overline{C} + CD)(\overline{C} + D + E)\]

Next, we'll use the distributive property to simplify \(\overline{C} + D\):

\[f(A, B, C, D) = (ABC\overline{C} + BCD\overline{C} + AC\overline{D}\overline{C} + CD)(\overline{C} + D + E) = (ABC\overline{C}\overline{C} + ABC\overline{C}D + BCD\overline{C}\overline{C} + BCD\overline{C}D + AC\overline{D}\overline{C}\overline{C} + AC\overline{D}\overline{C}D + CD\overline{C} + CDD\overline{C} + \overline{C}\overline{C}E + \overline{C}DE + D\overline{C}\overline{C} + D\overline{C}DE)\]

We'll now use complement law, double negative law, and domination law to simplify the Boolean expression further:

\[f(A, B, C, D) = (ABC\overline{C}\overline{C} + ABC\overline{C}D + BCD\overline{C}\overline{C} + BCD\overline{C}D + AC\overline{D}\overline{C}\overline{C} + AC\overline{D}\overline{C}D + CD\overline{C} + CDD\overline{C} + \overline{C}\overline{C}E + \overline{C}DE + D\overline{C}\overline{C}

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6. Fill out these operation tables and determine if each is a group or not. If it is a group, show that it satisfies all of the group axioms. [You may assume that all of these operations are associati

Answers

The operation table for x is not a group, because it does not have an identity element. The operation table for + is a group because it satisfies all of the group axioms. The operation table for * is a group because it satisfies all of the group axioms.

The operation tables provided are for the following operations:

a. ×, where × is 0 or 1.

b. +, where + is addition modulo 2.

c. *, where * is multiplication modulo 2.

The operation table for x is not a group because it does not have an identity element. The identity element of a group is an element that, when combined with any other element of the group, leaves that element unchanged. In this case, there is no element that, when combined with 0 or 1, leaves that element unchanged.

For example, if we combine 0 with x, we get 0. However, if we combine 1 with x, we get 1. This means that there is no element that, when combined with 0 or 1, leaves that element unchanged. Therefore, the operation table for x is not a group.

The operation table for + is a group because it satisfies all of the group axioms. The group axioms are:

Closure: The sum of any two elements of the group is also an element of the group.

Associativity: The order in which we combine three elements of the group does not affect the result.

Identity element: The element 0 is the identity element of the group. When combined with any other element of the group, it leaves that element unchanged.

Inverse elements: Every element of the group has an inverse element. The inverse of an element is an element that, when combined with that element, gives the identity element.

In the case of the operation table for +, the element 0 is the identity element, and every element has an inverse element. Therefore, the operation table for + is a group.

The operation table for * is a group because it satisfies all of the group axioms. The group axioms are:

Closure: The product of any two elements of the group is also an element of the group.

Associativity: The order in which we combine three elements of the group does not affect the result.

Identity element: The element 1 is the identity element of the group. When combined with any other element of the group, it leaves that element unchanged.

Inverse elements: Every element of the group has an inverse element. The inverse of an element is an element that, when combined with that element, gives the identity element.

In the case of the operation table for *, element 1 is the identity element, and every element has an inverse element. Therefore, the operation table for * is a group.

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The complete Questions is:

Fill out these operation tables and determine if each is a group or not. If it is a group, show that it satisfies all of the group axioms. (You may assume that all of these operations are associative, so you do not need to prove that.) If it is not a group, write which group axiom(s) they violate.                                                                                                                           a. CIRCLE: Is this a Group? YES   NO  Justification:                                                                                                                        

                  ×                            0      1                                                                                                                                                  

                  0                                                                                                                                                                                                        

                  1                                                                                                                                                                                                                                b. CIRCLE: Is this a Group? YES   NO   Justification:                                                                                                                        

                  +                            0      1                                                                                                                                                  

                  0                                                                                                                                                                                                        

                  1                                                                                                                                                                                                                                c. CIRCLE: Is this a Group? YES   NO   Justification:                                                                                                                        

                  *                            0       1                                                                                                                                                  

                  0                                                                                                                                                                                                        

                  1                                                            

Please define output rate and throughput time; discuss the
relationship between them. It has been said that throughput time is
as important as output rate, sometime may be more important than
output r

Answers

Throughput time and output rate are related, and the importance between them depends on factors such as customer satisfaction, cost efficiency, and agility.

Output rate and throughput time are two important concepts in production and manufacturing processes.

Output rate refers to the number of units or items produced within a given time period. It measures the productivity or efficiency of a system in terms of the quantity of output produced. It is typically expressed as units per hour, units per day, or units per month.

Throughput time, also known as cycle time or lead time, represents the total time taken for a unit or item to move through the entire production process, from the start to the finish. It includes all the processing time, waiting time, and any other time delays that occur during the production process. Throughput time is measured in units of time, such as minutes, hours, or days.

The relationship between output rate and throughput time is crucial for assessing the overall performance and effectiveness of a production system. Generally, there is an inverse relationship between the two:

1. Higher Output Rate, Longer Throughput Time: When the output rate is increased, it often results in longer throughput time.

This is because producing more units within a given time period may require additional processing steps, longer processing times per unit, or increased waiting time in queues. The system may experience bottlenecks or inefficiencies that extend the overall throughput time.

2. Lower Output Rate, Shorter Throughput Time: Conversely, reducing the output rate may lead to shorter throughput time.

With fewer units to produce, there may be less congestion, fewer queues, and smoother processing flows. The overall time taken for a unit to move through the production process can be reduced.

Regarding the importance of throughput time compared to output rate, it depends on the specific context and objectives of the production system. In certain scenarios, throughput time can be more critical than output rate for the following reasons:

1. Customer Satisfaction: Shorter throughput time often translates to faster delivery or response times, which can enhance customer satisfaction. Customers typically value prompt service and reduced waiting times, which can be achieved by optimizing the throughput time.

2. Cost Efficiency: Longer throughput time can lead to higher inventory costs, increased storage requirements, and potential bottlenecks. By minimizing throughput time, a company can reduce its working capital tied up in inventory and improve cost efficiency.

3. Flexibility and Agility: In fast-paced industries or environments with changing customer demands, shorter throughput time allows for quicker adaptation and responsiveness. It enables companies to adjust their production levels and product mix more rapidly, contributing to improved agility.

While output rate remains an important metric to measure productivity and revenue generation, optimizing throughput time can provide several advantages in terms of customer satisfaction, cost efficiency, and agility. Therefore, in certain situations, throughput time may indeed be considered more important than output rate.

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The complete question is:

Please define output rate and throughput time; discuss the relationship between them. It has been said that throughput time is as important as output rate, sometime may be more important than output rate. Do you agree ?

Let the region R⊂R3 be given by R={(x,y)∈R2∣1≤x≤2,x2≤y≤x2+4} Compute the integral I1​=∬R​ −2(x2+4)​/y2 d(x,y)

Answers

Let the region R⊂R3 be given by R={(x,y)∈R2∣1≤x≤2,x2≤y≤x2+4}. To compute the integral

[tex]I_1 = \iint_R \frac{-2(x^2 + 4)}{y^2} \, d(x, y)[/tex],

we'll follow these steps: First, we have to sketch the given region R in the plane.

This helps us to identify the limits of integration. (I apologize for the error in the first sentence; it should be "Let the region R⊂R2 be given by R={(x,y)∈R2∣1≤x≤2,x2≤y≤x2+4}")

The region R is a trapezoidal region in the xy-plane. We can write it as: R={(x,y)∈R2∣1≤x≤2, f(x)≤y≤g(x)}, where f(x)=x2 and g(x)=x2+4.  Here's the sketch of the region R:

Thus, the integral

[tex]I_1 = \iint_R \frac{-2(x^2 + 4)}{y^2} \, d(x, y)[/tex]  is given by:

[tex]I_1 = \int_1^2 \int_{x^2}^{x^2 + 4} \frac{-2(x^2 + 4)}{y^2} \, dy \, dx[/tex]  

The limits of integration for y are [tex]x_{2}[/tex] to [tex]x_{2}[/tex]+4, and the limits for x are 1 to 2. Substituting the limits and evaluating the integral gives:

[tex]I_1 &= \int_1^2 \int_{x^2}^{x^2 + 4} \frac{-2(x^2 + 4)}{y^2} \, dy \, dx \\\\&= \int_1^2 (-2) \left( \frac{x^2 + 4}{y} \right) \Bigg|_{y = x^2}^{y = x^2 + 4} \, dx \\\\&= \int_1^2 (-2) \left( \frac{x^2 + 4}{x^2} - \frac{x^2 + 4}{x^2 + 4} \right) \, dx \\\\&= -\frac{8}{3}[/tex]

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Use the figure below to enter the sides of triangle according to size from largest to smallest.
The shortest side is side:
NA
MN
MA

Answers

The sides of the triangle in order from largest to smallest are:

1. NAM (longest side)  2. NMA (second longest side)

To determine the sides of the triangle from largest to smallest using the given figure, we can analyze the lengths of the sides visually. Looking at the figure, we can observe that side NAM is the longest side of the triangle, followed by side NMA.  

Since the question asks for the shortest side, it is not explicitly shown in the given figure. However, based on the information provided, we can infer that the shortest side of the triangle is the remaining side, which is not explicitly labeled. Let's denote it as "NA."

Hence, the sides of the triangle, listed from largest to smallest, are NAM, NMA, and NA (shortest side). It's important to note that the given information is limited, and if further details or measurements are provided, the order of the sides may be subject to change.

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URGENT
Draw Sequence Diagram for this case study
In a university student course system, students are available to
register for their next semester. When applying for his/her next
semester's courses to

Answers

Sure, I would be happy to help you. In order to draw a sequence diagram for the given case study, we need to understand the process and its interactions. Let's discuss the steps involved in the process and then we will draw the sequence diagram.

1. The student requests to register for their next semester's courses.

2. The student's request is sent to the registration system.

3. The registration system displays the courses available for the next semester.

4. The student selects the courses he/she wants to register for and submits the selection.

5. The registration system verifies the eligibility of the student for the selected courses.

6. If the student is eligible, the registration system confirms the registration of the selected courses.

7. If the student is not eligible, the registration system displays the reason for the ineligibility.

8. The student may choose to modify the course selection and submit again.9. Once the registration is confirmed, the registration system sends the confirmation to the student.Let's draw the sequence diagram now:

Note: Please note that there can be more than one sequence diagram for a given case study as different users have different interactions with the system. The above sequence diagram is just one of the many possibilities.

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Once the initial facts have been gathered and the issues defined, the tax researcher must ... In a closed-fact problem, the main goal of tax research is to: The method of the parent class can be re-used and modified in a subclass inherited from the parent class. What is the term used to reference this behavior?Inheritance..Overloading.Overriding.cExtending. What type of government does James Madison recommend in the Federalist Papers? Select all that apply. Are the below items an Operating, investing, financing activity or a Non cash activity? Please indicate. a) Cash collected from customers b) Cash paid to suppliers for inventory. c) Cash received for interest on a non-trade note receivable. d) Cash received from issuance of stock. e) Cash paid for dividends. f) Cash received from bank on a loan. g) Cash paid for interest on a loan. h) Cash paid to retire bonds. i) Cash paid to purchase stock of another company as a long term investment. j) Cash received from the sale of a business segment. k) Cash paid for property taxes. l) Cash received for dividend income. m) Cash paid for wages. n) Cash paid for insurances. o) Preferred stock retired by issuing common stock. p) Depreciation expense for the year. q) Cash paid to purchase machinery. r) Cash received from the sale of land. N 3.- A three-phase induction motor, 60 Hz, 4 poles, star connected at 380 v, has a resistance per phase in the rotor of 0.5 and a reactance of 1 . Assuming negligible no-load current and mechanical losses and knowing that the transformation ratio ismi =mv =2, find:a.- Nominal torque of the motor if the speed corresponding to this regime is 1410 r.p.m.b.- Starting torque at a voltage of 380v and 50 Hz.c.- Value of the voltage that would be necessary in the motor to obtain a starting torque equal to the maximum torque at a voltage of 380v. some ____ must be added in pairs for optimal performance. Create a table and show all the IP subnets with network address, subnet mask and users for each subnet according the given ip range. IP RANGE 192.168.1.13 TO 192.168.1.18 How many grams of ice at -13C must be added to 713 grams of water that is initially at a temperature of 86C to produce water at a final temperature of 13C. Assume that no heat is lost to the surroundings and that the container has negligible mass. The specific heat of liquid water is 4190 J/kgC and of ice is 2050 J/kgC. For water the normal melting point is 0.00C and the heat of fusion is 334 103 J/kg. The normal boiling point is 100C and the heat of vaporization is 2.26 106 J/kg Suppose you deposit $2,281,00 into an account today. In 11.00 years the account is worth $3,900,00. The account eamed ___% per year. When we trust someone because of his or her integrity, we believe the person possesses a basic _________ that permeates our relationship.emotion contagionfacial expressionshonesty 1. List the difference between open loop and closed loop control system with suitable example. 2. Draw the block diagram representation of a heating system. 3. Explain in detail the ratio control with What cultural miscommunication occurred between the Spanish and Taino and how did this result in their annihilation? In no more than 300 words describe the challenges of:1) Intermodal transportation2) Multimodal transportationGive two (2) examples of the challenges encountered by each modeof transportation. Calculate for labor hours for eighth satellite as follows: - Use Table 1 to find the learning curve value for 8th unit at expected improvement curve of 80% Thus, learning curve value for 8 th unit is 0.5120 - Calculate number of labor hours as follows: labor hours for eighth satellite =0.5120100,000=51,200 Thus, for 8 th satellite number of labor hours will be 51,200 . Thus, for 8 th satellite number of labor hours will be 51,200 . this idea compasses a global approach that may include 4 elements: physical, mental, emotional and spiritual. FILL THE BLANK.in _______________ cultures, certain groups of people hold great power, whereas the average citizen has much less. A bug is moving along the right side of the parabola y=x^2 at a rate such that its distance from the origin is increasing at 4 cm / min. a. At what rate is the x-coordinate of the bug increasing when the bug is at the point (6. 36)?b. Use the equation y=x^2 to find an equation relating to dy/dt to dx/dt c. At what rate is the y-coordinate of the bug increasing when the bug is at the point (6, 36)? Do you find any difference between advertising and public relations? How can public relations contribute to a firms IMC? Use the Solow model, the Solow-model diagram, and the capital accumulation equation to explain what happens to the following if there is a decrease in the population growth rate (gL) due to either declining fertility or more restrictive immigration policies: (a) The capital-to-labor ratio (in equilibrium) (b) Output per worker (in equilibrium) (c) Aggregate growth (gY) during the transition phase (d) Long-term economic growth ((gY) in equilibrium) Now imagine that there is a zombie apocalypse. Zombies eat brains (and thus kill humans) but have no interest in capital and leave it alone (i.e. assume the capital stock is effectively untouched). Assume that after the zombie apocalypse, the population (L) is much smaller than it used to be, but the population growth rate (gL) is unchanged. Use the Solow model, the Solow-model diagram, and the capital accumulation equation to explain what happens to the following in the aftermath of this zombie apocalypse: (a) The capital-to-labor ratio (in equilibrium) (b) Output per worker (in equilibrium) (c) Aggregate growth (gY) during the transition phase (d) Long-term economic growth ( gY in equilibrium) algae bloom can be stimulated on a lake or pond by