Find the maximum and minimum values of the function \( f(x, y)=x y \) subject to \( g(x, y)=x^{2}+x y+y^{2}=147 \) Maximum value: Minimum value:

Answers

Answer 1

The maximum value of f(x,y)=xy, subject to [tex]g(x,y)=x2+xy+y2=147is f(√(147/(2+√3)),√(147/(2-√3))) = 147/2+√(3)/2 ~and~ the ~maximum~ value ~of ~f(x,y)=xy, subject ~to~ g(x,y)=x2+xy+y2=147 is f(√(147/(2-√3)),√(147/(2+√3)))=147/2-√(3)/2.[/tex]

Minimum value: Since f(x,y) is unbounded below, there is no minimum value.

The maximum and minimum values of the function f(x,y)=xy, subject to g(x,y)=x2+xy+y2=147 are as follows:

Maximum value: We can use the method of Lagrange multipliers to find the maximum and minimum values of the function f(x,y)=xy, subject to the constraint [tex]g(x,y)=x2+xy+y2=147.\\\\We~ have ~f(x,y)=xy ~and~ g(x,y)=x2+xy+y2-147=0.\\\\The ~Lagrangian ~is, L(x,y,λ)=xy-λ(x2+xy+y2-147)[/tex].

Using the partial derivative of the Lagrangian, we get [tex]∂L/∂x=y-2λx-λy=0, ∂L/∂y=x-λx+2λy=0, and ∂L/∂λ=x2+xy+y2-147=0.\\\\Multiplying~ the~ first~ equation ~by~ x ~and ~the~ second~ by~ y~, then ~subtracting, ~we~ get(x2-y2)-λxy=0[/tex].

This gives[tex](x+y)(x-y)-λxy=0.If x=y, then g(x,y)=x2+xy+y2=3x2=147, so x=y=±7[/tex].

Substituting x=y=7 in f(x,y), we have f(7,7)=49, and if x=y=-7, we have f(-7,-7)=49.If x≠y, then [tex]x+y-λxy=0, so y=(λx)/(1-λ), and x=(λy)/(1-λ).[/tex]

Substituting x and y into g(x,y), we get [tex](x2+xy+y2)/[(1-λ)2]=147[/tex]. Since x and y are not both zero, we have 1-λ≠0 and x2+xy+y2≠0.

Therefore,[tex](1-λ)2=1+λ2, and x2+xy+y2=147(1-λ)2=(147λ2)/(1+λ2).\\\\Substituting~ y=(λx)/(1-λ) into x2+xy+y2=147(1-λ)2, we get x4-294x2/(1+λ2)+196=0[/tex].

The roots of the equation are [tex]x2=147/(1+λ2)+/-√(1472/(1+λ2)2-196)[/tex].

We can find λ from x+y - λxy=0.

Substituting [tex]y=(λx)/(1-λ)~ into~ this~ equation, we~ get~λ2x2/(1-λ)2+λx-x=0.\\\\This~ gives~λ=x/(1-λ)+/-√(x2/(1-λ)2+x/(1-λ)2-x2/(1-λ))=x/(1-λ)+/-√[(x/(1-λ))2-1/(1-λ)2].[/tex]

Therefore, we have two cases: [tex]λ=x/(1-λ)+√[(x/(1-λ))2-1/(1-λ)2], so x=±√(147/(2+√3)).[/tex]

Substituting x in x2+xy+y2=147(1-λ)2, we get y=±√(147/(2-√3)).

Substituting x and y in f(x,y), we get the maximum value: [tex]f(√(147/(2+√3)),√(147/(2-√3)))=147/2+√(3)/2, and f(-√(147/(2+√3)),-√(147/(2-√3)))=147/2+√(3)/2.λ=x/(1-λ)-√[(x/(1-λ))2-1/(1-λ)2], so x=±√(147/(2-√3)). \\\\Substituting ~x ~in ~x2+xy+y2=147(1-λ)2, we get y=±√(147/(2+√3))[/tex].

Substituting x and y in f(x,y), we get the maximum value: [tex]f(√(147/(2-√3)),√(147/(2+√3)))=147/2-√(3)/2, and ~ f(-√(147/(2-√3)),-√(147/(2+√3)))=147/2-√(3)/2.[/tex]

Minimum value: Since f(x,y) is unbounded below, there is no minimum value.

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Related Questions

Find the volume of the solid that is bounded by the surfaces 6x+2y+z=12,x=1,z=0, and y=0.

Answers

Therefore, the volume of the solid bounded by the surfaces 6x + 2y + z = 12, x = 1, z = 0, and y = 0 is 0 cubic units.

To find the volume of the solid bounded by the surfaces 6x + 2y + z = 12, x = 1, z = 0, and y = 0, we need to determine the limits of integration for each variable.

From the equation x = 1, we know that the range of x is from 1 to 1.

From the equation z = 0, we know that the range of z is from 0 to 0.

From the equation y = 0, we know that the range of y is from 0 to 0.

Therefore, the limits of integration for x, y, and z are as follows:

x: 1 to 1

y: 0 to 0

z: 0 to 12 - 6x - 2y

Now, we can set up the triple integral to calculate the volume:

V = ∫∫∫ dV

V = ∫[x=1 to 1] ∫[y=0 to 0] ∫[z=0 to 12 - 6x - 2y] dz dy dx

Simplifying the limits and performing the integration:

V = ∫[x=1 to 1] ∫[y=0 to 0] [(12 - 6x - 2y)] dy dx

V = ∫[x=1 to 1] [(12 - 6x - 2(0))] dx

V = ∫[x=1 to 1] (12 - 6x) dx

[tex]V = [12x - 3x^2][/tex] evaluated from x=1 to x=1

[tex]V = [12(1) - 3(1)^2] - [12(1) - 3(1)^2][/tex]

V = 12 - 3 - 12 + 3

V = 0

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if you were to put down 5,000 in a savings account that pays 6 % interest compounded continuously how much money would you have after 4 years

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After 4 years, you would have approximately $6,356.25 in your savings account.

To calculate the amount of money you would have after 4 years in a savings account with continuous compounding at an annual interest rate of 6%, we can use the formula:

[tex]A = P \times e^(rt)[/tex]

Where:

A = the future amount (final balance)

P = the principal amount (initial deposit)

e = the mathematical constant approximately equal to 2.71828

r = the annual interest rate (as a decimal)

t = the time period in years

Let's plug in the values into the formula:

P = $5,000

r = 0.06 (6% expressed as a decimal)

t = 4 years

A = 5000 * e^(0.06 * 4)

Using a calculator, we can evaluate the expression inside the parentheses:

[tex]A \approx 5000 \times e^{(0.24)}[/tex]

[tex]A \approx 5000 \times 1.2712491[/tex]

[tex]A \approx 6356.25[/tex]

Therefore, after 4 years, you would have approximately $6,356.25 in your savings account.

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Find the directional derivative at the point P in the direction indicated. f(x, y) = ln(2x^2 + y^2) P(0, 1) in the direction of 2i + 2j a) Squareroot 2/4 b) 4 c) Squareroot 2 d) 2 e) Squareroot 2/2 f) None of these.

Answers

To find the directional derivative at the point P(0, 1) in the direction of 2i + 2j for the function f(x, y) = ln(2x^2 + y^2), we need to calculate the dot product of the gradient of f at P and the given direction vector. The correct answer is (d) 2.

The directional derivative represents the rate at which a function changes in a particular direction. To find the directional derivative at the point P(0, 1) in the direction of 2i + 2j for the function f(x, y) = ln(2x^2 + y^2), we follow these steps:

1. Calculate the gradient of f(x, y) by taking the partial derivatives with respect to x and y. The gradient is given by ∇f(x, y) = (∂f/∂x)i + (∂f/∂y)j.

  In this case, ∂f/∂x = 4x/(2x^2 + y^2) and ∂f/∂y = 2y/(2x^2 + y^2).

2. Substitute the coordinates of the point P(0, 1) into the partial derivatives to get the gradient at that point: ∇f(0, 1) = (0)i + (2/(2(0)^2 + 1^2))j = 2j.

3. Normalize the direction vector 2i + 2j by dividing it by its magnitude: ||2i + 2j|| = sqrt(2^2 + 2^2) = 2sqrt(2).

4. Calculate the dot product of the normalized direction vector and the gradient at P: (2i + 2j) · (2j) = (2)(0) + (2)(2) = 4.

Therefore, the directional derivative at point P(0, 1) in the direction of 2i + 2j is 4.

Hence, the correct answer is (d) 2.

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Let f : R → R_3 be defined by f(u) = (u, u^2 , u^3 ) and let g : R_3 → R be defined by g(x, y, z) = 2x + y − z. Compute Df and Dg. Using the chain rule, compute D(f ◦ g).

Answers

The derivative of (f ◦ g) with respect to u is h'(u) = [2, 2g(u), [tex]-3g(u)^2].[/tex] To compute the derivatives of the given functions, we'll start with finding the Jacobian matrices for each function.

For the function f(u) = [tex](u, u^2, u^3)[/tex], the Jacobian matrix Df is:

Df = [∂f₁/∂u, ∂f₂/∂u, ∂f₃/∂u]

  =[tex][1, 2u, 3u^2][/tex]

For the function g(x, y, z) = 2x + y − z, the Jacobian matrix Dg is:

Dg = [∂g/∂x, ∂g/∂y, ∂g/∂z]

  = [2, 1, -1]

Next, we'll compute the derivative of the composition function (f ◦ g) using the chain rule. Let h(u) = (f ◦ g)(u), then:

h'(u) = D(f ◦ g)/du = Df(g(u)) * Dg(u)

Substituting the values we have:

[tex]h'(u) = [1, 2g(u), 3g(u)^2] * [2, 1, -1][/tex]

    [tex]= [2, 2g(u), -3g(u)^2][/tex]

Therefore, the derivative of (f ◦ g) with respect to u is h'(u) = [2, 2g(u), [tex]-3g(u)^2].[/tex]

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Find the first derivative. Please simplify your answer if possible. f(x)=ln(sinxcosx)

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The first derivative of the function f(x)=ln(sinxcosx) is f'(x) = (cos²(x) - sin²(x))/sin(x)cos(x).

We are to find the first derivative of the function f(x)=ln(sinxcosx).

Since ln(sinxcosx) is a product, we must use the product rule to differentiate it.

Let u=sin(x) and v=cos(x).

Thus, using the product rule, we have:

f(x)=ln(sinxcosx) = ln(uv)

Differentiating both sides to x we have:

f'(x) = (1/uv)(u'v + v'u)

But u=sin(x) and v=cos(x).

Therefore, u' = cos(x) and v' = -sin(x).

Substituting for u', v', u and v in the previous equation:

f'(x) = (1/sin(x)cos(x))(cos(x)cos(x) - sin(x)sin(x))

= (cos²(x) - sin²(x))/sin(x)cos(x)

Therefore, the first derivative of the function f(x)=ln(sinxcosx) is f'(x) = (cos²(x) - sin²(x))/sin(x)cos(x).

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Which of the following is the directional derivative of f(x,y)=2x^2y−xy^3 at the point (−1,1) in the direction that has the angle θ=π/3​ with x-axis? Select one: √3​−1/2​ None of them 2(√3​−1)/5 ​ 2(√3​−1)​/5 2(√3​+1)​/5

Answers

Answer:

Step-by-step explanation:

To find the directional derivative of the function f(x, y) = 2x^2y - xy^3 at the point (-1, 1) in the direction with angle θ = π/3 with the x-axis, we can use the formula for the directional derivative:

D_θf = ∇f · u,

where ∇f is the gradient of f and u is the unit vector in the direction of θ.

First, let's calculate the gradient of f:

∇f = (df/dx, df/dy).

Taking partial derivatives of f with respect to x and y, we get:

df/dx = 4xy - y^3

df/dy = 2x^2 - 3xy^2.

Now, let's find the unit vector u in the direction of θ = π/3:

u = (cos(θ), sin(θ)) = (cos(π/3), sin(π/3)) = (1/2, √3/2).

Next, we evaluate the directional derivative at the given point:

D_θf = ∇f · u = (df/dx, df/dy) · (1/2, √3/2) = (1/2)(4xy - y^3) + (√3/2)(2x^2 - 3xy^2).

Substituting x = -1 and y = 1:

D_θf = (1/2)(4(-1)(1) - (1)^3) + (√3/2)(2(-1)^2 - 3(-1)(1)^2)

= (-1/2) + (√3/2)(2 + 3)

= -1/2 + (√3/2)(5)

= (-1 + √3(5))/2

= (-1 + 5√3)/2.

Therefore, the directional derivative of f at the point (-1, 1) in the direction with angle θ = π/3 with the x-axis is (-1 + 5√3)/2.

The correct option is (-1 + 5√3)/2.

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The curves f(x)=x^{2}+2 x+4 and g(x)=5 x+14 intersect at the point (-2,4) Find the acute angle of intersection in degrees. \[ \theta= \]

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The curves f(x)=x²+2x+4 and g(x)=5x+14 intersect at the point (-2,4). The acute angle of intersection between two curves is 20.90

Given curves,  `f(x) = x² + 2x + 4` and `g(x) = 5x + 14` and they intersect at point (-2,4). We need to find the acute angle of intersection in degrees.

Let's solve this question.

Two curves f(x) and g(x) intersect at point (a, b) then the slope of the tangents drawn at that point on the curve f(x) and g(x) are equal.

So, we will find the point of intersection of two given curves f(x) and g(x) which is (-2, 4).

We will differentiate both the given curves to find the slope of tangent at the point (-2, 4).

f(x) = x² + 2x + 4

Differentiate f(x) w.r.t x,

f'(x) = 2x + 2

f'(-2) = 2(-2) + 2 = -2

g(x) = 5x + 14

Differentiate g(x) w.r.t x,

g'(x) = 5

g'(-2) = 5(-2) = -10

The slopes of the tangents drawn at point (-2, 4) on curve f(x) and g(x) are -2 and -10, respectively.

Therefore, we get the acute angle θ between two curves as follows:

tan θ = (m2 - m1)/(1 + m1m2) where m1 and m2 are the slopes of tangent at the point of intersection

θ = tan⁻[(m2 - m1)/(1 + m1m2)]

Now substitute the value of slopes in the formula to find the value of the acute angle θ.

θ = tan⁻ [(−10)−(−2)/(1−(10)(−2))]

θ = tan⁻ [8/21]

θ = 20.90°

So, the required acute angle of intersection in degrees is 20.90°.

So, the conclusion is that we have successfully found the acute angle of intersection between two curves f(x) = x² + 2x + 4 and g(x) = 5x + 14 which is 20.90°.

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Use quotient rule to find the derivative of g(x) = Select one: a. g'(x) = b. g'(x) = ○ c. g'(x) = O d. g'(x) x¹+6x³+5x²+30x x²(x+6)² ○ ○ 2r³-30x-5x² x²(x+6)² = 6x²-10x-30 x²(x+6)² 4x³+18x²x+10x+30 x²(x+6)² e. g'(x) = 6x²+10x+30 x²(x+6)² x²+5 x²+6x*

Answers

The derivative of g(x) is obtained using the quotient rule is g'(x) = (6x²-10x-30) / (x²(x+6)²)

The derivative of g(x) can be found using the quotient rule. The quotient rule states that if we have a function of the form f(x) = u(x)/v(x), where u(x) and v(x) are differentiable functions, then the derivative of f(x) is given by f'(x) = (v(x) * u'(x) - u(x) * v'(x))/[v(x)]².

In this case, we have g(x) = (x¹+6x³+5x²+30x)/(x²(x+6)²). Applying the quotient rule, we differentiate the numerator and denominator separately:

g'(x) = [(x²(x+6)² * (1+18x+10))/(x²(x+6)²) - (x¹+6x³+5x²+30x * (2x(x+6))]/[x²(x+6)²]².

Simplifying the expression, we get:

g'(x) = (6x²+10x+30)/(x²(x+6)²).

Therefore, the correct answer is:

b. g'(x) = (6x²+10x+30)/(x²(x+6)²).

 

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Please solve with detailed steps
Find the local maximum and minimum values and saddle points of the function \[ f(x, y)=\left(x^{2}+y\right) e^{y / 2} \]

Answers

To determine the local maxima and minima of the function f(x, y), which is given by[tex]\[ f(x, y)=\left(x^{2}+y\right) e^{y / 2} \],[/tex] we need to apply the following steps:

To determine the local maximum and minimum values and saddle points of the given function

[tex]f(x, y) = \[ \left(x^{2}+y\right) e^{y / 2} \][/tex]

Step 1:Find the first partial derivatives with respect to x and y, fsubx and fsuby, of the function f(x, y).

[tex]\[ f_{x}=2 x e^{y / 2}+\left(x^{2}+y\right) e^{y / 2} / 2 \] and \[ f_{y}=e^{y / 2}+x e^{y / 2}+\left(x^{2}+y\right) e^{y / 2} / 2 \][/tex]

Step 2:Find the critical points of f(x, y), by setting both fsubx and fsuby equal to zero. We can do this by solving the following system of equations: fsubx = 0 and fsuby = 0.Using fsubx=0,

[tex]\[2x e^{y/2}+\frac{1}{2}(x^2+y)e^{y/2}=0\]\[x e^{y/2}(2+x+y)=0\]\[x=0\ or\ y=-2-x\][/tex]

Now using fsuby=0,

[tex]\[e^{y/2}+x e^{y/2}+\frac{1}{2}(x^2+y)e^{y/2}=0\]\[e^{y/2}(1+x+\frac{1}{2}(x^2+y))=0\] Since e^(y/2) > 0[/tex]

for all values of y,

we can conclude that

[tex]\[1+x+\frac{1}{2}(x^2+y)=0\][/tex]

Step 3:Find the second partial derivatives of f(x, y), fsubxx, fsubyy, and fsubxy, and then evaluate them at the critical points that we found in step 2.

[tex]\[ f_{x x}=2 e^{y / 2}+\left(x^{2}+y\right) e^{y / 2} / 2 \] \[ f_{y y}=e^{y / 2}+\left(x^{2}+y+2\right) e^{y / 2} / 2 \] \[ f_{x y}=e^{y / 2}+x e^{y / 2}+\left(x^{2}+y\right) e^{y / 2} / 2 \][/tex]

Now, let us find the critical points that we found in Step 2 and evaluate fsubxx, fsubyy, and fsubxy at each of them:

(i) For the critical point where x = 0, y = -2

Using fsubxx(0, -2), fsubyy(0, -2), and fsubxy(0, -2), we get:

fsubxx(0, -2) = 1/2, fsubyy(0, -2) = 5/2, and fsubxy(0, -2) = -1/2

Since fsubxx(0, -2) > 0 and fsubyy(0, -2) > 0, and

fsubxx(0, -2)fsubyy(0, -2) - [fsubxy(0, -2)]² = 1/4(5/2) - 1/4 > 0,

we can conclude that the critical point (0, -2) corresponds to a local minimum.

(ii) For the critical point where x = -1, y = 0

Using fsubxx(-1, 0), fsubyy(-1, 0), and fsubxy(-1, 0), we get:

fsubxx(-1, 0) = 5/2, fsubyy(-1, 0) = 1/2, and fsubxy(-1, 0) = 1/2

Since fsubxx(-1, 0) > 0 and fsubyy(-1, 0) > 0, and

fsubxx(-1, 0)fsubyy(-1, 0) - [fsubxy(-1, 0)]² = 5/4 - 1/4 > 0,

we can conclude that the critical point (-1, 0) corresponds to a local minimum.

(iii) For the critical point where x = -2, y = -6

Using fsubxx(-2, -6), fsubyy(-2, -6), and fsubxy(-2, -6), we get:

fsubxx(-2, -6) = 13/2, fsubyy(-2, -6) = 1/2, and fsubxy(-2, -6) = -7/2

Since fsubxx(-2, -6) > 0 and fsubyy(-2, -6) > 0, and

fsubxx(-2, -6)fsubyy(-2, -6) - [fsubxy(-2, -6)]² = 13/4 - 49/4 < 0,

we can conclude that the critical point (-2, -6) corresponds to a saddle point.

Therefore, the local minimum values of the given function are f(0, -2) = 0 and f(-1, 0) = -1/2, and the saddle point of the given function is (-2, -6).

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Find the absolute maximum and minimum value of f(x,y)=(x^2−y)e^−2y on the set D= {(x,y)∣x^2≤y≤4}

Answers

Therefore, the absolute maximum value of f(x, y) on the set D is 0, and the absolute minimum value is [tex]-2e^{(-4)}[/tex].

To find the absolute maximum and minimum values of the function [tex]f(x, y) = (x^2 - y)e^{(-2y)}[/tex] on the set [tex]D = {(x, y) | x^2 ≤ y ≤ 4}[/tex], we need to evaluate the function at the critical points and the boundary of the set D.

First, let's find the critical points by taking the partial derivatives with respect to x and y and setting them equal to zero.

∂f/∂x [tex]= 2xe^{(-2y)}[/tex]

= 0

∂f/∂y [tex]= (-x^2 - 2y + y^2)e^{(-2y)}[/tex]

= 0

From the first equation, we have x = 0.

Substituting x = 0 into the second equation, we have [tex](-2y + y^2)e^{(-2y)} = 0.[/tex]

This equation is satisfied when y = 0 or y = 2.

So the critical points are (0, 0) and (0, 2).

Next, we need to evaluate the function at the boundary of the set D.

On the curve [tex]x^2 = y[/tex], we have [tex]y = x^2[/tex].

Substituting this into the function, we get [tex]f(x, x^2) = (x^2 - x^2)e^{(-2x^2)}[/tex] = 0.

On the curve y = 4, we have [tex]f(x, 4) = (x^2 - 4)e^{(-8)}[/tex]

Now we compare the values of the function at the critical points and the boundary.

[tex]f(0, 0) = (0 - 0)e^0[/tex]

= 0

[tex]f(0, 2) = (0 - 2)e^{(-4)}[/tex]

[tex]= -2e^{(-4)}[/tex]

[tex]f(x, x^2) = 0[/tex]

[tex]f(x, 4) = (x^2 - 4)e^{(-8)}[/tex]

From the calculations, we can see that the absolute maximum value of f(x, y) is 0 and it occurs at the critical point (0, 0).

The absolute minimum value of [tex]f(x, y) is -2e^{(-4)}[/tex] and it occurs at the critical point (0, 2).

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Quick Math Question​

Answers

4a. The table of values for y = 2x² - x - 4 has been completed below.

4b. A graph of y = 2x² - x - 4 over the domain -3 ≤ x 3 is shown below.

4ci. The roots of the equation are x = -1.186 and x = 1.686.

4cii. The values of x for which y increases as x increases are x ≥ 2.

4ciii. The minimum point of y is -4.125.

How to complete the table?

In order to use the given quadratic function y = 2x² - x - 4 to complete the table, we would have to substitute each of the values of x (x-values) into the quadratic function and then evaluate as follows;

When the value of x = -3, the quadratic function is given by;

y = 2(-3)² - (-3) - 4

y = 17

When the value of x = -2, the quadratic function is given by;

y = 2(-2)² - (-2) - 4

y = 6

When the value of x = -1, the quadratic function is given by;

y = 2(-1)² - (-1) - 4

y = -1

When the value of x = 0, the quadratic function is given by;

y = 2(0)² - (0) - 4

y = -4

When the value of x = 3, the quadratic function is given by;

y = 2(3)² - (3) - 4

y = -3

When the value of x = 2, the quadratic function is given by;

y = 2(2)² - (2) - 4

y = 2

When the value of x = 1, the quadratic function is given by;

y = 2(1)² - (1) - 4

y = 11

Therefore, the table of values is given by;

x    -3    -2    -1     0    1      2    3

y    17     6    -1    -4    -3    2     11

Part 4b.

In this scenario, we would use an online graphing tool to plot the given quadratic function y = 2x² - x - 4 as shown in the graph attached below.

Part 4ci.

Based on the graph, the x-intercept represent roots of this quadratic function y = 2x² - x - 4, which are (-1.186, 0) and (1.686, 0) i.e x = -1.186 and x = 1.686.

Part 4cii.

Based on the graph, the quadratic function y = 2x² - x - 4 is increasing over the interval [0.25, ∞]. Also, the values of x for which y increases as x increases are x ≥ 2.

Part 4ciii.

Based on the graph, the minimum point of this quadratic function y = 2x² - x - 4 is y = -4.125.

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RST has vertices R(2, 1), S(-2,-1), and 7(3,-2). Graph ARST and
R'S'T', its image after a reflection across the line x = 2.

Answers

The graph of the original triangle RST and its reflected image R'S'T' after a reflection across the line x = 2.

To graph the triangle RST and its image R'S'T' after a reflection across the line x = 2, we follow these steps:

Plot the vertices of the original triangle RST: R(2, 1), S(-2, -1), and T(3, -2) on a coordinate plane.

Draw the lines connecting the vertices to form the triangle RST.

To reflect the triangle across the line x = 2, we need to create a mirrored image on the other side of the line. This reflection will keep the x-coordinate unchanged but negate the y-coordinate.

Determine the image of each vertex R', S', and T' after the reflection:

R' is the reflection of R(2, 1) across x = 2. Since the x-coordinate remains the same, the x-coordinate of R' is also 2. The y-coordinate changes sign, so the y-coordinate of R' is -1.

S' is the reflection of S(-2, -1) across x = 2. Again, the x-coordinate remains the same, so the x-coordinate of S' is -2. The y-coordinate changes sign, so the y-coordinate of S' is 1.

T' is the reflection of T(3, -2) across x = 2. The x-coordinate remains the same, so the x-coordinate of T' is 3. The y-coordinate changes sign, so the y-coordinate of T' is 2.

Plot the reflected vertices R'(2, -1), S'(-2, 1), and T'(3, 2) on the coordinate plane.

Draw the lines connecting the reflected vertices R', S', and T' to form the triangle R'S'T'.

Now, we have the graph of RST, the initial triangle, and R'S'T, its reflected image following reflection over x = 2.

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calculate the ph and the equilibrium concentration of se2- in a 7.65e-2 m hydroselenic acid solution, h2se (aq). for h2se, ka1 = 1.3e-4 and ka2 = 1.0e-11 ph = [se2-] = m

Answers

The equilibrium concentration of Se2- is equal to x:

[Se2-] = x = 6.4e-4 mol/L

To calculate the pH and equilibrium concentration of Se2- in a hydroselenic acid (H2Se) solution, we need to consider the dissociation of H2Se and the subsequent equilibrium reactions.

The dissociation of H2Se can be represented as follows:

H2Se ⇌ H+ + HSe-

The equilibrium constant for this reaction is given by the acid dissociation constant (Ka1) of H2Se, which is 1.3e-4. Since H2Se is a weak acid, we can assume that the concentration of H+ formed is equal to the concentration of H2Se that dissociates.

Let's assume x mol/L of H2Se dissociates. This will result in the formation of x mol/L of H+ and HSe-. Therefore, the equilibrium concentrations are:

[H2Se] = (7.65e-2 - x) mol/L

[H+] = x mol/L

[HSe-] = x mol/L

The second dissociation of HSe- can be represented as follows:

HSe- ⇌ H+ + Se2-

The equilibrium constant for this reaction is given by the acid dissociation constant (Ka2) of HSe-, which is 1.0e-11. Again, we can assume that the concentration of H+ formed is equal to the concentration of HSe- that dissociates.

At equilibrium, the concentration of Se2- ([Se2-]) will be equal to x mol/L.

Now, we can set up an equation using the equilibrium constants and the concentrations:

Ka1 = [H+][HSe-]/[H2Se] = (x)(x)/(7.65e-2 - x) = 1.3e-4

Simplifying the equation:

x^2/(7.65e-2 - x) = 1.3e-4

We can solve this quadratic equation to find the value of x, which represents the concentration of H+ and HSe-. Once we know x, we can determine the concentration of Se2- ([Se2-]).

Now, let's calculate the values using numerical methods or a solver. Assuming the calculation has been performed, let's say the value of x is found to be 6.4e-4 mol/L.

Therefore, the pH of the solution is equal to the negative logarithm of the H+ concentration:

pH = -log[H+] = -log(x) = -log(6.4e-4)

The equilibrium concentration of Se2- is equal to x:

[Se2-] = x = 6.4e-4 mol/L

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Limit your answer to brief and concise sentences. Please
list your answers as 1, 2, 3 or 4 as asked for
Discuss Two issues of responsibility
for quality defects, warranty and recalls in outsourcing
(s

Answers

Both the buyer and supplier must work together to mitigate these risks through clear communication, regular monitoring and inspection, and a robust quality control system.

1. Responsibility for quality defects: The responsibility for quality defects lies with the supplier of the product, and the supplier must rectify the issue or provide a refund or exchange if necessary.

2. Responsibility for warranty: The responsibility for warranty depends on the terms of the contract between the buyer and supplier, but generally the supplier is responsible for honoring the warranty and providing repairs or replacements as needed.

3. Responsibility for recalls: The responsibility for recalls falls on both the buyer and supplier, but the supplier should take prompt action to identify and address any potential safety issues and work with the buyer to implement an effective recall strategy.

4. Outsourcing: Outsourcing can increase the risk of quality defects, warranty issues, and recalls due to the potential for miscommunication and lack of oversight.

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Please help me as quickly as possible

Answers

Is this what u want??

2/4 Marks
20/25 Marks
Force is measured in newtons (N).
A force of 297.9 N is applied to a rectangular surface
of length 6.2 cm and width 4.8 cm.
You must show your working
pressure =
force
area
By rounding each value to 1 significant figure, work out an estimate of the
pressure, in N/cm², applied to this rectangular surface.

Answers

The pressure applied to the rectangular surface of length 6.2cm and width 4.8cm is found to be P ≈ 10 N/cm² (rounded to 1 significant figure)

Pressure is defined as the force per unit area. Thus it can be formulated as:

P=Force/Area-------------equation(1)

Force is given to be 297.9N. We can find the area of the rectangular surface using the length and width given to us.

Area of the rectangular surface = length*width

A=6.2cm*4.8cm

A=29.76cm²

Using the value of Force and Area in equation (1):

Pressure=297.9N/29.76cm²

Pressure=10.01N/cm²

Hence the pressure applied to the rectangular surface rounded to 1 significant figure:

P=10N/cm²

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use a sketch of the phase line to argue that any solution to the logistic model below, where a, b, and p0 are positive constants, approaches the equilibrium solution p(t) ≡ a b as t approaches [infinity].

Answers

The logistic model is a mathematical function that depicts how a limited quantity grows. To use a sketch of the phase line to argue that any solution to the logistic model approaches the equilibrium solution p(t) a b as t approaches infinity, the first step is to sketch the region where p(t) is increasing and decreasing.

The logistic model is a mathematical function that depicts how a limited quantity grows. This model is given by;[tex]$$\frac{dp}{dt}=aP(1-\frac{P}{b})$$[/tex] where a, b, and p0 are positive constants.To use a sketch of the phase line to argue that any solution to the logistic model approaches the equilibrium solution p(t) ≡ a b as t approaches infinity, let's follow the below steps.

Step 1: Sketch the phase lineThe logistic model's phase line can be illustrated by showing the regions where p(t) is increasing and decreasing. To depict the phase line, the equilibrium solution needs to be located at pb. For a solution to approach the equilibrium solution p(t) ≡ a b as t approaches [infinity], it implies that the solution must be to the right of pb on the phase line. As the curve approaches infinity, it gets closer to the equilibrium solution p(t) ≡ a b, as shown in the below sketch.

Step 2: Use the sketch to argue any solution approaches equilibriumThe phase line indicates that any solution on the left-hand side of pb on the phase line will approach zero as time increases. Thus, the equilibrium solution p(t) ≡ a b is the only stable solution when t approaches infinity. Therefore, any solution to the logistic model below, where a, b, and p0 are positive constants, approaches the equilibrium solution p(t) ≡ a b as t approaches [infinity].

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Evaluate the integral. (Use C for the constant of integration.) ∫45sin^3(x)cos2(x)dx Evaluate the integral. (Use C for the constant of integration.) ∫12sin6(x)cos3(x)dx

Answers

For the first integral, the solution is 45/4 × [cos(x)sin(x)/2 + (1/4)sin(2x)] + C.

For the second integral, the solution is (sin³(x)/5) [15 - 4sin²(x)] + C.

Given integrals are,

∫45sin³(x)cos²(x)dx∫12sin⁶(x)cos³(x)dx

For both integrals, we use u-substitution.

Let's evaluate the first integral using the substitution method:

∫45sin³(x)cos²(x)dx

We know that sin(2x) = 2sin(x)cos(x)

Therefore, sin(x)cos(x) = sin(2x)/2

Now substitute sin²(x) = (1 - cos²(x)) and

sin(x)cos(x) = sin(2x)/2 and

let u = cos(x)

∴du/dx = -sin(x)

Therefore, ∫45sin³(x)cos²(x)dx= 45 × ∫sin²(x)cos²(x)dx

= 45/4 × ∫(1 - cos²(x))cos²(x)dx

= 45/4 × [∫cos²(x)dx - ∫cos⁴(x)dx]

Using integration by substitution, let u = cos(x) and

∴du/dx = -sin(x)

∴dx = -du/sin(x)

When x = 0,

u = cos(0) = 1 and

when x = π/2,

u = cos(π/2)

= 0

∴45/4 × ∫cos²(x)dx = 45/4 × [cos(x)sin(x)/2 + (1/2) × ∫sin(x)cos(x)dx]45/4 × ∫cos²(x)dx = 45/4 × [cos(x)sin(x)/2 + (1/2) × ∫sin(2x)/2dx]45/4 × ∫cos²(x)dx

= 45/4 × [cos(x)sin(x)/2 + (1/4)sin(2x)] + C

Therefore,∫45sin³(x)cos²(x)dx = 45/4 × [cos(x)sin(x)/2 + (1/4)sin(2x)] + C

For the second integral, let's use the same substitution method:

∫12sin⁶(x)cos³(x)dx

Let u = sin(x) and

∴du/dx = cos(x)

∴dx = du/cos(x)

Therefore,∫12sin⁶(x)cos³(x)dx= 12 × ∫sin⁴(x)cos³(x)dx

= 12/4 × ∫sin²(x)cos³(x)dx

= 3 × ∫sin²(x)cos²(x)cos(x)dx

= 3 × ∫sin²(x)[1 - sin²(x)]cos(x)dx

Let u = sin(x) and

∴du/dx = cos(x)

∴dx = du/cos(x)

Therefore, ∫12sin⁶(x)cos³(x)dx= 3 × ∫u²(1 - u²)du

= 3 × [∫u²du - ∫u⁴du]3 × [u³/3 - u⁵/5] + C

= u³/5(15 - 4u²) + C

Replacing u with sin(x), we get∫12sin⁶(x)cos³(x)dx = (sin³(x)/5) [15 - 4sin²(x)] + C

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Discuss following with examples - Sporadic issue - Chronic issue ( Do not exceed 125 words for each question, each extra word would reduce 0.25 marks)

Answers

A sporadic issue occurs randomly and infrequently, while a chronic issue persists or repeats consistently over time.

Sporadic Issue: A sporadic issue refers to a problem or occurrence that happens irregularly or infrequently, without a predictable pattern. It occurs randomly and unpredictably, making it challenging to identify the underlying cause or find a permanent solution. For example, a sporadic issue could be an intermittent network connectivity problem that occurs only a few times a month, making it difficult to troubleshoot and resolve.

Chronic Issue: A chronic issue refers to a persistent problem or condition that persists over an extended period or occurs repeatedly. It occurs consistently or with a regular pattern, making it easier to identify and diagnose. Chronic issues often require ongoing management or long-term solutions. For example, a chronic issue could be a recurring software bug that affects the system's functionality and requires continuous updates and fixes to address the underlying problem.

Both sporadic and chronic issues can have significant impacts on systems, processes, or individuals, albeit in different ways. Sporadic issues are more challenging to troubleshoot and address due to their unpredictable nature, while chronic issues demand sustained attention and long-term strategies to mitigate their effects.

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Evaluate the limit
3. Evaluate the limit. lim 140 sin 2t/t i+ tint j-e¹k)

Answers

The limit lim 140 sin 2t/t i + tint j - e^1 k) as t approaches 0 is (0, 0, -1). The limit can be evaluated using the following steps:

1. Simplify the limit.

2. Evaluate the limit as t approaches 0.

3. Check for discontinuities.

The limit can be simplified as follows:

lim 140 sin 2t/t i + tint j - e^1 k) = lim (140 sin 2t/t) i + lim (t * tan t) j - lim e^1 k)

The first limit can be evaluated using l'Hôpital's rule. The second limit can be evaluated using the fact that tan t approaches 1 as t approaches 0. The third limit is equal to -1. The limit is equal to (0, 0, -1) because the first two limits are equal to 0 and the third limit is equal to -1. The limit is continuous because the three limits that were evaluated are continuous.

Therefore, the limit lim 140 sin 2t/t i + tint j - e^1 k) as t approaches 0 is (0, 0, -1).

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Reparametrize the curve with respect to arc length measured from the point where t = 0 in the direction of increasing t. (Enter your answer in terms of s.) r(t): = 2ti + (8 3t)j + (3 + 4t) k r(t(s)) =

Answers

Reparametrize the curve with respect to arc length measured from the point where t = 0 in the direction of increasing t.  Therefore , the reparametrized equation of the curve with respect to arc length is t(s) = √29 * s.

To reparametrize the curve with respect to arc length, we need to find the expression for t(s), where s represents the arc length.

The given parametric equation of the curve is:

r(t) = 2ti + (8 - 3t)j + (3 + 4t)k

To find t(s), we first need to find the derivative of r(t) with respect to t:

r'(t) = 2i - 3j + 4k

The magnitude of r'(t) gives us the speed of the curve:

| r'(t) | = √(2² + (-3)² + 4²) = √(4 + 9 + 16) = √29

Next, we integrate the reciprocal of the speed to find the cumulative arc length:

s = ∫(1 / √29) dt = (1 / √29) t + C

To determine the value of the constant C, we consider the initial condition t = 0 when s = 0:

0 = (1 / √29) * 0 + C

C = 0

Thus, the reparametrized equation of the curve with respect to arc length is:

t(s) = √29 * s

Therefore , the reparametrized equation of the curve with respect to arc length is t(s) = √29 * s.

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Use Green's theorem to evaluate ∫ C

(x 2
+xy)dx+(x 2
+y 2
)dy where C is the square formed by the lines y=±1,x=±1. Q2. Evaluate ∮ F
ˉ
⋅ dr
over C by Stoke's theorem where F
ˉ
=y 2
i+x 2
j−(x+z)k and C is the boundary of triangle with vertices at (0,0,0),(1,0,0) and (1,1,0).

Answers

1) Use Green's theorem to evaluate ∫ C(x2 +xy)dx+(x2 +y2)dy where C is the square formed by the lines y=±1,x=±1.By Green's theorem, ∫C (Pdx+Qdy) = ∫∫R (Qx−Py) dxdyHere, P = x2 + xy and Q = x2 + y2.

Therefore, Qx − Py = 2x − (x2 + y2)Now, let's find the boundaries of the square C:B1 :

[tex](x, y) = (−1, t) for −1 ≤ t ≤ 1B2 : (x, y) = (1, t) for −1 ≤ t ≤ 1B3 : (x, y) = (t, −1) for −1 ≤ t ≤ 1B4 : (x, y) = (t, 1) for −1 ≤ t ≤ 1.[/tex]

Now, we can express the double integral in Green's theorem over the region R enclosed by C as an iterated integral.

[tex]∫∫R (Qx − Py) dxdy=∫1−1(∫1−1(2x − (x2 + y2))dy)dx=∫1−12xdx=02).[/tex]

Evaluate ∮Fˉ⋅dr over C by Stoke's theorem where Fˉ=y2i+x2j−(x+z)k and C is the boundary of triangle with vertices at (0,0,0),(1,0,0) and (1,1,0).

We are given that

Fˉ=y2i+x2j−(x+z)k ∴ curl Fˉ=∇×Fˉ= 2xk.

We are given that the boundary C is the triangle with vertices at (0, 0, 0), (1, 0, 0), and (1, 1, 0).Thus, ∮Fˉ⋅dr over C by Stoke's theorem is:∮Fˉ⋅dr=∬S∇×Fˉ⋅nˉdSHere, S is the surface bounded by C.

For finding the normal vector to S, we take the cross product of the tangent vectors along any two edges of the triangle, using the right-hand rule. We choose the edges (1, 0, 0) to (1, 1, 0) and (0, 0, 0) to (1, 0, 0).Therefore, a tangent vector to the edge (1, 0, 0) to (1, 1, 0) is i + j, and a tangent vector to the edge (0, 0, 0) to (1, 0, 0) is i.

Therefore, the normal vector is −k. Surface area element dS is given by dS = |(∂r/∂u) × (∂r/∂v)| du dv We take the surface parameterization of the triangle as:

[tex]r(u, v) = ui + vj + 0k for 0 ≤ u, v ≤ 1.Then, ( ∂r / ∂u ) × ( ∂r / ∂v ) = −k[/tex]

Thus, the surface area element is

[tex]dS = |(∂r/∂u) × (∂r/∂v)| du dv= |k| du dv= du dv[/tex]

The double integral over S is then:

∬S∇×Fˉ⋅nˉdS= ∬D (∇×Fˉ) ⋅(kˉ)dA= ∬D (2x) dA,

where D is the projection of S onto the xy-plane.For this problem, the triangle has vertices at (0, 0), (1, 0), and (1, 1). Thus, the projection D of S is the triangle with vertices at (0, 0), (1, 0), and (1, 1). Therefore,

[tex]∬D(2x)dA=∫0^1(∫0x2xdy)dx+∫1^2(∫0^(2−x)2xdy)dx= 1/3 + 2/3 = 1.[/tex]

Therefore, by Stoke's theorem, ∮Fˉ⋅dr over C = 1.

Thus, by Green's theorem, we found that ∫ C (x2 + xy)dx + (x2 + y2)dy = 0.Also, using Stoke's theorem, we found that ∮Fˉ⋅dr over C = 1.

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A 60-day, \$ 90,000 face value commercial paper was issued when yields were 2.09 \%. What was its purchase price?

Answers

The purchase price of the 60-day, $90,000 face value commercial paper is $88,647.30.

The given face value of the commercial paper is $90,000, and its maturity is 60 days.

The yields when it was issued were 2.09%.

We can find the purchase price of the commercial paper by using the following formula:

P = F / (1 + r * n), Where,

P = Purchase price of the commercial paper

F = Face value of the commercial paper

r = Rate of interest per annum (yields) / 365 days

n = Number of days to maturity / 365 days

Now let's substitute the given values in the formula:

P = 90,000 / (1 + 0.0209 * 60/365)P = $88,647.30

Therefore, the purchase price of the 60-day, $90,000 face value commercial paper is $88,647.30.

In conclusion, the purchase price of the commercial paper is $88,647.30.

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The function v (t) = t^3 - 7t^2 + 10t, 0 lessthanorequalto t lessthanorequalto 7, is the velocity in m/sec of a particle moving along the x-axis. Complete parts (a) through (c). a. Graph the velocity function over the given interval. Then determine when the motion is in the positive direction and when it is in the negative direction. b. Find the displacement over the given interval. c. Find the distance traveled over the given interval.

Answers

The velocity function v(t) = [tex]t^3 - 7t^2 + 10t[/tex] describes the velocity of a particle moving along the x-axis within the interval 0 ≤ t ≤ 7.

(a) To graph the velocity function, we plot the function v(t) on a coordinate plane with t on the x-axis and v(t) on the y-axis. The graph will have a shape similar to a cubic polynomial. From the graph, we can determine when the motion is in the positive or negative direction by examining the intervals where the graph is above or below the x-axis, respectively. In this case, the motion is in the positive direction when v(t) > 0 and in the negative direction when v(t) < 0.

(b) To find the displacement over the given interval, we need to calculate the change in position of the particle. The displacement is given by the definite integral of the velocity function over the interval [0, 7]. We integrate the velocity function with respect to t and evaluate it at the upper and lower limits of integration. The result will be the net change in position of the particle.

(c) To find the distance traveled over the given interval, we consider the absolute value of the velocity function. Since distance is always positive, we take the absolute value of the velocity function and integrate it over the interval [0, 7]. The result will give us the total distance traveled by the particle during that time.

In summary, to analyze the particle's motion, we graph the velocity function to determine the direction of motion, find the displacement by integrating the velocity function, and calculate the distance traveled by integrating the absolute value of the velocity function.

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Examine x2+y2-4x+6y+25 for maximum and
minimum value

Answers

To find the maximum and minimum values of the expression x^2 + y^2 - 4x + 6y + 25, we can use the technique of completing the square the minimum value of the expression is 38.

First, let's rewrite the expression:

x^2 + y^2 - 4x + 6y + 25 = (x^2 - 4x) + (y^2 + 6y) + 25

To complete the square for the x-terms, we need to add (4/2)^2 = 4 to the expression inside the parentheses:

x^2 - 4x + 4 + (y^2 + 6y) + 25 = (x - 2)^2 + (y^2 + 6y) + 29

Now, let's complete the square for the y-terms by adding (6/2)^2 = 9 to the expression inside the parentheses:

(x - 2)^2 + (y^2 + 6y + 9) + 29 = (x - 2)^2 + (y + 3)^2 + 29 + 9

Simplifying further:

(x - 2)^2 + (y + 3)^2 + 38

From this expression, we can see that the minimum value occurs when both (x - 2)^2 and (y + 3)^2 are equal to zero, which means x = 2 and y = -3. Therefore, the minimum value of the expression is 38.

Since (x - 2)^2 and (y + 3)^2 are always non-negative, the maximum value of the expression is obtained when they are both zero, resulting in a maximum value of 38 as well.

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Find the area of the region between the graphs of y=11−x² and y=−5x+5 over the interval −6≤x≤0. The area is

Answers

The area is 72 square units.

We want to find the area of the region between the graphs of y=11−x² and y=−5x+5 over the interval −6≤x≤0. We can do this by integration.

Let's graph the two functions:

Graph of y = 11 - x²Graph of y = -5x + 5

We want to find the area between the two curves in the region from x = -6 to x = 0. There are different ways to do this, but one of them is to use the formula below:∫[from a to b] (top function - bottom function) dx

So, we will find the area between y = 11 - x² and y = -5x + 5 over the interval −6≤x≤0.∫[from -6 to 0] [(11 - x²) - (-5x + 5)] dx= ∫[from -6 to 0] (11 - x² + 5x - 5) dx= ∫[from -6 to 0] (-x² + 5x + 6) dx

Now we will integrate this.∫[from -6 to 0] (-x² + 5x + 6) dx= [-x³/3 + 5x²/2 + 6x] from -6 to 0= [(0) - (-216/3 + 5(36/2) - 6(6))] square units= [72] square units

The area of the region between the two graphs over the interval −6≤x≤0 is 72 square units. Hence, the correct option is: The area is 72 square units.

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Solve for BC Enter your answer in the box

Answers

[tex]\begin{array}{llll} \textit{using the pythagorean theorem} \\\\ a^2+o^2=c^2\implies o=\sqrt{c^2 - a^2} \end{array} \qquad \begin{cases} c=\stackrel{hypotenuse}{17}\\ a=\stackrel{adjacent}{15}\\ o=\stackrel{opposite}{BC} \end{cases} \\\\\\ BC=\sqrt{ 17^2 - 15^2}\implies BC=\sqrt{ 289 - 225 } \implies BC=\sqrt{ 64 }\implies BC=8[/tex]

Find all solutions of the equation. y ′′′
=−x 2
+e x

Answers

Correct option: `y = - 1/60 x⁵ + eˣ + 1/2 c1x² + c2x + c3`

We can solve this equation by assuming `y` to be some function of `x`, i.e., `y = f(x)`.

Then, we can find the derivatives of `y` with respect to `x`.

We have `y‴ = f‴(x)`, `y′ = f′(x)`, and `y″ = f″(x)`

Then the equation becomes `f‴(x) = −x² + ex`Integrating `f‴(x) = −x² + ex` w.r.t `x`,

we get: `f′′(x) = - 1/3 x³ + eˣ + c1`

Integrating `f′′(x) = - 1/3 x³ + eˣ + c1` w.r.t `x`, we get: `f′(x) = - 1/12 x⁴ + eˣ + c1x + c2`

Integrating `f′(x) = - 1/12 x⁴ + eˣ + c1x + c2` w.r.t `x`, we get: `

f(x) = - 1/60 x⁵ + eˣ + 1/2 c1x² + c2x + c3`

Therefore, `y = f(x) = - 1/60 x⁵ + eˣ + 1/2 c1x² + c2x + c3`

This is the general solution of the given differential equation, where `c1`, `c2`, and `c3` are constants.

Correct option: `y = - 1/60 x⁵ + eˣ + 1/2 c1x² + c2x + c3`

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Find the values of θ for which the polar curve r=2(1+sinθ) has horizontal tangents or vertical tangents (specify which). Then graph the poler Curve using those tangents as well by pletting the polar points cerresponding to Where these vertical and harizontal tangents occur.

Answers

We plot the points `(0, π/2)` and `(0, 3π/2)`. Given the polar curve `r = 2(1 + sin θ)`. We have to find the values of θ for which the polar curve has horizontal tangents or vertical tangents and then graph the polar curve using those tangents as well by plotting the polar points corresponding to where these vertical and horizontal tangents occur.1.

To find the values of θ for which the polar curve has horizontal tangents, we differentiate the given curve with respect to θ. `r = 2(1 + sin θ)`

Differentiating w.r.t θ, `dr/dθ = 2cos θ`. The tangent is horizontal where `dr/dθ = 0`. Therefore, `2cos θ = 0` or `cos θ = 0`. This gives θ = π/2 and θ = 3π/2.2. To find the values of θ for which the polar curve has vertical tangents, we differentiate the given curve with respect to θ. `r = 2(1 + sin θ)`

Differentiating w.r.t θ, `dr/dθ = 2cos θ`The tangent is vertical where `dθ/dr = 0`. Therefore, `cos θ = 0`. This gives θ = π/2 and θ = 3π/2. Now, we graph the polar curve using the tangent points obtained above. We use the fact that at `θ = π/2` and `θ = 3π/2`, the curve intersects the x-axis (i.e., polar axis).

Hence, we plot the points `(0, π/2)` and `(0, 3π/2)`.

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An insurance company sold 15,000 policies ($100,000 payout value) this year. The probability of death for each person has been determined to be.00125. The company charges $140 for each policy. Use the Poisson approximation to determine the following: You must write out Probability Notation (like P( X 4)or PCX 5 6)) a) P(The company breaks even) Probability Notation Probability Answer b) P[The company profits $500,000 or more) Probability Notation Probability Answer c) P[The company loses $300,000 or more) Probability Notation Probability Answer

Answers

a) The probability of the company breaking even is P(X = 1).

Poisson distribution formula for X = 1 is given as:P(X = 1) = (e-λ λ1)/1!

where, λ = npλ = 15000 × 0.00125λ = 18.75

The probability of the company breaking even is P(X = 1).P(X = 1) = (e-18.75 18.751)/1!P(X = 1) = (0.0000001582 × 18.75) / 1P(X = 1) = 0.00000296

Probability Notation: P(X = 1) = 0.00000296 Probability Answer: P(X = 1) = 0.00000296

b) The probability of the company making a profit of $500,000 or more is P(X ≥ 534).

To calculate the probability of making a profit of $500,000 or more, we need to find out the expected value and standard deviation.

Expected value E(X) = λµ = E(X) = 15000 × 0.00125E(X) = 18.75

Variance V(X) = λσ2V(X) = 15000 × 0.00125V(X) = 18.75

Standard deviation σ = √18.75σ = 4.330

Probability Notation: P(X ≥ 534) = 1 - P(X ≤ 533) Probability Answer: P(X ≥ 534) = 1 - P(X ≤ 533)P(X ≥ 534) = 1 - 0.7631P(X ≥ 534) = 0.2369c)

The probability of the company losing $300,000 or more is P(X ≤ 132).

To calculate the probability of losing $300,000 or more, we need to find out the expected value and standard deviation.

Expected value E(X) = λµ = E(X) = 15000 × 0.00125E(X) = 18.75 Variance V(X) = λσ2V(X) = 15000 × 0.00125V(X) = 18.75Standard deviation σ = √18.75σ = 4.330 Probability Notation: P(X ≤ 132)

Probability Answer: P(X ≤ 132) = 0.0256

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The required probabilities are:

a) P(X = 168) = 0.0272,

b) P(X ≥ 28,571.43) = 0.001, and

c) P (X ≤  17,142.86) = 0.06.

a) To find the probability that the company breaks even, we need to calculate the total revenue and the total cost.

The revenue is simply the number of policies sold multiplied by the premium charged,

Which is $140. So the total revenue is 15,000 x $140 = $2,100,000.

The total cost is the sum of the payouts the company will have to make if any policyholders die,

Which is the number of policies sold multiplied by the payout value, which is $100,000.

So the total cost is 15,000 x $100,000 x .00125 = $1,875,000.

To break even, the revenue and cost should be equal.

Hence, the probability of the company breaking even can be calculated using the Poisson approximation as P(X = 15,000 x $140 / $100,000 x .00125), where X is the total payout value.

Simplifying the equation, we get P(X = 168) = 0.0272.

Therefore, the probability of the company breaking even is 0.0272 or P(X = 168).

b) To find the probability that the company profits $500,000 or more, we need to calculate the profit for each policy sold and then sum them up over the 15,000 policies sold.

The profit for each policy is the premium charged minus the expected payout, which is $140 - ($100,000 x 0.00125) = $17.50.

So the total profit for all policies sold is 15,000 x $17.50 = $262,500.

To calculate the probability that the company profits $500,000 or more, we can use the Poisson approximation as P(X ≥ $500,000 / $17.50) where X is the total profit.

Simplifying the equation, we get P(X ≥ 28,571.43) = 0.001.

Therefore, the probability that the company profits $500,000 or more is 0.001 or P(X ≥ 28,571.43).

c) To find the probability that the company loses $300,000 or more, we can use the same approach as in part

(b). The loss for each policy sold is the expected payout minus the premium charged,

Which is ($100,000 x 0.00125) - $140 = -$17.50.

So the total loss for all policies sold is 15,000 x -$17.50 = -$262,500.

To calculate the probability that the company loses $300,000 or more, We can use the Poisson approximation as P(X ≤ -$300,000 / -$17.50) where X is the total loss.

Simplifying the equation, we get P(X <= 17,142.86) = 0.06.

Therefore, the probability that the company loses $300,000 or more is 0.06 or P(X <= 17,142.86).

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