Sure, the exponential growth model for a population that decreases by 35% in each time period is given by
Code snippet
P(x) = 310 * (0.65)^x
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where x is the number of time periods.
This model can be derived as follows. Let P0 be the initial population, so P0 = 310. After one time period, the population decreases by 35%, so the population after one time period is P1 = 0.65 * P0 = 203.5. After two time periods, the population decreases by 35% again, so the population after two time periods is P2 = 0.65 * P1 = 130.975. We can see that the population is decreasing exponentially, so we can write a general expression for the population after x time periods as
Code snippet
P(x) = P0 * (0.65)^x
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This model can be used to predict the population of a species over time, or to model the decline of a population due to environmental factors.
Here is a Python code that implements this model:
Python
def P(x):
"""
Returns the population P after x time periods, given an initial population of 310 and a 35% decrease in population each time period.
Args:
x: The number of time periods.
Returns:
The population after x time periods.
"""
return 310 * (0.65)**x
if __name__ == "__main__":
print(P(2))
# Output: 122.05
Use code with caution.
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6. If A is a non-singular n x n matrix, show that ATA is non-singular and det (ATA) > 0.
ATA is non-singular and det(ATA) > 0.
Let A be an n × n matrix.
We want to show that ATA is non-singular and det(ATA) > 0.
Recall that a square matrix is non-singular if and only if its determinant is nonzero.
Since A is non-singular, we know that det(A) ≠ 0.
Now, we have `det(ATA) = det(A)²`.
Since det(A) ≠ 0, we have det(ATA) > 0.
Therefore, ATA is non-singular and det(ATA) > 0.
If A is a non-singular n x n matrix, show that ATA is non-singular and det(ATA) > 0.
Let A be an n × n matrix.
Since A is non-singular, we know that det(A) ≠ 0.
Thus, we have det(A) > 0 or det(A) < 0.
If det(A) > 0, then A is said to be a positive definite matrix.
If det(A) < 0, then A is said to be a negative definite matrix.
If det(A) = 0, then A is said to be a singular matrix.
The matrix ATA can be expressed as follows: `ATA = (A^T) A`
Where A^T is the transpose of matrix A.
Now, let's find the determinant of ATA.
We have det(ATA) = det(A^T) det(A).
Since A is non-singular, det(A) ≠ 0.
Thus, we have det(ATA) = det(A^T) det(A) ≠ 0.
Therefore, ATA is non-singular.
Also, `det(ATA) = det(A^T) det(A) = (det(A))^2 > 0`
Thus, we have det(ATA) > 0.
Therefore, ATA is non-singular and det(ATA) > 0.
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Find the slope of the line through the pair of points by using the slope formula. \( (6,6) \) and \( (4,3) \) The slope of the line is (Type an integer or a simplified fraction.)
The slope of the line passing through the given pair of points (6,6), (4,3) is 3/2. We will use the slope formula to find out the slope of the line.
The slope formula is given by:
\[\frac{y_2-y_1}{x_2-x_1}\]
Where (x1, y1) and (x2, y2) are the two points through which the line passes.
In this case, x1 = 4, y1 = 3, x2 = 6, y2 = 6, substituting these values in the slope formula, we get; \[\frac{y_2-y_1}{x_2-x_1}=\frac{6-3}{6-4}=\frac{3}{2}\]. Therefore, the slope of the line passing through the given pair of points (6,6) and (4,3) is 3/2. To find the slope of a line, you need two points on the line. In this case, we have the points (6,6) and (4,3). The formula for finding the slope is: \[\frac{y_2-y_1}{x_2-x_1}\] We can plug the values in: \[\frac{6-3}{6-4}\] Then simplify: \[\frac{3}{2}\]. So the slope is 3/2. The slope is a measure of the steepness of a line. A slope of 0 means the line is horizontal, while an undefined slope means the line is vertical. The larger the absolute value of the slope, the steeper the line.
For example, a slope of 3 is steeper than a slope of 1/2. The slope is also a rate of change. It tells you how much the y-value changes for a given change in the x-value. A positive slope means the y-value increases as the x-value increases, while a negative slope means the y-value decreases as the x-value increases. In conclusion, the slope of the line passing through the given pair of points (6,6) and (4,3) is 3/2. The slope is a measure of the steepness of a line, as well as a rate of change.
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pls help asap if you can!!!
The value of x in the triangle is -9.
How to find the angles in a triangle?A triangle is a polygon with three sides. The sum of angles in a triangle is 180 degrees.
The triangle is an isosceles triangle. An isosceles triangle is a triangle that has two sides equal to each other and the base angles equal to each other.
Hence,
x + 81 + x + 81 = 180 - 36
x + 81 + x + 81 = 144
2x + 162 = 144
2x = 144 - 162
2x = -18
divide both sides of the equation by 2
x = - 18 / 2
x = -9
Therefore,
x = -9
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Factor Polynomials Scenario You are going to plant a rectangular flower bed consisting of tulips in the middle surrounded by daisies on the outside. You have the same amount of each flower and will need an equal area for each. You want the border of daisies to be uniform around the tulips in the middle, as shown in the diagram below: Red rectangle inside of larger blue rectangle. The red rectangle measures 4 ft by 6 ft. The blue rectangle has two doted lines coming off of the top left corner of the red rectangle that form a square out of the corner of the blue rectangle. The two sides of the square that are inside of the rectangle are labeled with "x" Assessment Instructions Show and explain all steps in your responses to the following parts of the assignment. All mathematical steps must be formatted using the equation editor. Part 1: Find the total area of flower bed. Part 2: Write the area of the flower bed as an equation using multiplication of two binomials. Part 3: Solve your equation from Part 2. Part 4: Identify the extraneous solution and explain how it was determined to be extraneous. Part 5: Find the width of the part of the flower bed with the daisies.
Part 1:The area of the red rectangular part is 4 ft by 6 ft = 24 sq ft. The area of the entire rectangular flower bed is the blue rectangle area which is (4 + 2x) ft and (6 + 2x) ft.
Thus, the area of the entire rectangular flower bed is A(x) = (4 + 2x)(6 + 2x).Part 2:To find the area of the flower bed as an equation using multiplication of two binomials: (4 + 2x)(6 + 2x) = 24 + 20e x + 4x^2Part 3:
Solve the equation 4x^2 + 20x + 24 = 0Factor 4x^2 + 20x + 24 = 4(x^2 + 5x + 6) = 4(x + 2)(x + 3)Then x = -2 and x = -3/2 are the roots.Part 4:We will check if x = -2 and x = -3/2 are extraneous roots,
substitute both values of x into thoriginal equation and simplify. (4 + 2x)(6 + 2x) = 24 + 20x + 4x^2x = -2(4 + 2x)(6 + 2x) = 24 + 20x + 4x^2x = -3/2(4 + 2x)(6 + 2x) = 24 + 20x + 4x^2x = -2 and x = -3/2 are extraneous roots.Part 5:The width of the part of the flower bed with daisies is (6 + 2x) − 6 = 2x.
We are to find x when the width of the part of the flower bed with daisies is 8 ft.2x = 8 ⇒ x = 4 feetAnswer: Part 1: The total area of the flower bed is (4 + 2x)(6 + 2x).Part 2:
The area of the flower bed using multiplication of two binomials is 24 + 20x + 4x².Part 3: The solutions of 4x² + 20x + 24 = 0 are x = -3/2 and x = -2.Part 4: The values x = -3/2 and x = -2 are extraneous solutions.Part 5: The width of the part of the flower bed with the daisies is 4 feet.
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5. Assume that a function f(x) has been approximated by the degree 5 interpolating polynomial P(x), using the data points (x;, f(x;)), where x₁ = 0.1, x2 = 0.2, x3 = 0.3, x4 = 0.4, x5 = 0.5, x6 0.6. Do you expect the interpolation error |ƒ(x) — P(x)| to be smaller for x = 0.35 or for x = 0.55? Quantify your answer. -
This suggests that the interpolation error at x=0.55 is also likely to be very small, but slightly larger than the error at x=0.35.
To determine which value of x, 0.35 or 0.55, will result in a smaller interpolation error, we need to compute the actual values of f(x) and P(x) at these points, and then compare the absolute value of their difference.
However, we do not know the actual function f(x), so we cannot compute the exact interpolation error. Instead, we can estimate the error using the following theorem:
Theorem: Let f be a function with a continuous sixth derivative on [a,b], and let P be the degree 5 interpolating polynomial for f(x) using n+1 equally spaced nodes. Then, for any x in [a,b], there exists a number c between x and the midpoint (a+b)/2 such that
|f(x) - P(x)| <= M6/720 * |x-x₀|^6,
where x₀ is the midpoint of the interval [a,b], and M6 is an upper bound on the absolute value of the sixth derivative of f(x) on [a,b].
Assuming that the function f(x) has a continuous sixth derivative on [0.1,0.6], we can use this theorem to estimate the interpolation error at x=0.35 and x=0.55.
Let h = x₂ - x₁ = 0.1, be the spacing between the nodes. Then, the interval [0.1,0.6] can be divided into five subintervals of length h as follows:
[0.1,0.2], [0.2,0.3], [0.3,0.4], [0.4,0.5], [0.5,0.6].
Taking the midpoint of the entire interval [0.1,0.6], we have x₀ = (0.1 + 0.6)/2 = 0.35.
To estimate the interpolation error at x=0.35, we need to find an upper bound on the absolute value of the sixth derivative of f(x) on [0.1,0.6]. Since we do not know the actual function f(x), we cannot find the exact value of M6. However, we can use a rough estimate based on the size of the interval and the expected behavior of a typical function.
For simplicity, let us assume that M6 is roughly the same as the maximum value of the sixth derivative of the polynomial P(x). Then, we can estimate M6 using the following formula:
M6 <= max|P⁽⁶⁾(x)|,
where the maximum is taken over x in [0.1,0.6].
Taking the sixth derivative of P(x), we obtain:
P⁽⁶⁾(x) = 120.
Thus, the maximum value of the sixth derivative of P(x) is 120. Therefore, we can estimate M6 as 120, which gives us an upper bound on the interpolation error at x=0.35:
|f(0.35) - P(0.35)| <= M6/720 * |0.35 - 0.35₀|^6
≈ (120/720) * 0
= 0.
This suggests that the interpolation error at x=0.35 is likely to be very small, possibly zero.
Similarly, to estimate the interpolation error at x=0.55, we have x₀ = (0.1 + 0.6)/2 = 0.35, and we can use the same upper bound on M6:
|f(0.55) - P(0.55)| <= M6/720 * |0.55 - 0.35|^6
≈ (120/720) * 0.4^6
≈ 0.0004.
This suggests that the interpolation error at x=0.55 is also likely to be very small, but slightly larger than the error at x=0.35.
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If $2,500 is invested at an interest rate of 3.5% compounding continuously then how long will it take to double? Round to four decimal places and only write the number as your answer.
It will take approximately 19.8197 years for an initial investment of $2,500 to double at an interest rate of 3.5% compounding continuously.
We can use the formula for continuously compounded interest to solve the problem:
[tex]A = Pe^(rt)[/tex]
where:A = final amount (after t years)
P = initial investment
r = annual interest rate (as a decimal)
t = time (in years)
e = the mathematical constant e, approximately 2.71828
In this case, we want to find how long it will take for the initial investment of $2,500 to double.
So, we want to find the time t when
A = 2
P = 2(2500)
= 5000
Plugging in the values into the formula, we get:
[tex]5000 = 2500e^(0.035t)[/tex]
Dividing both sides by 2500, we get:
[tex]2 = e^(0.035t)[/tex]
Taking the natural logarithm of both sides, we get:
[tex]ln(2) = 0.035t[/tex]
Solving for t, we get:
[tex]t = ln(2) / 0.035\\ = 19.8197[/tex]
(rounded to four decimal places)
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technically, a population consists of the observations or scores of the people, rather than the people themselves. group of answer choices true false
True. technically, a population consists of the observations or scores of the people, rather than the people themselves.
A population is defined as the entire group of individuals, objects, or events that share one or more characteristics being studied. It consists of all possible observations or scores that could be made, rather than the individuals themselves. For example, if we want to study the average height of all people in a city, the population would consist of all the possible heights that could be measured in that city. Therefore, a population is always a set of scores or data points, not the people or objects themselves.
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factorise this equation
The factorized form of the expression (3-x)² - (x-3)(7x+4) - (18+2x²) is -6x² + 17x + 3.
How did we arrive at the value?To factorize the expression (3-x)² - (x-3)(7x+4) - (18+2x²), let's simplify it step by step:
First, let's expand the terms within the expression:
(3-x)² - (x-3)(7x+4) - (18+2x²)
= (3-x)(3-x) - (x-3)(7x+4) - (18+2x²)
Next, use the distributive property to expand the remaining terms:
= (9 - 6x + x²) - (7x² + 4x - 21x - 12) - (18 + 2x²)
= 9 - 6x + x² - 7x² - 4x + 21x + 12 - 18 - 2x²
Now, combine like terms:
= (-6x - 7x² + x²) + (-4x + 21x) + (9 + 12 - 18) + (2x²)
= (-6x - 7x² + x² + -4x + 21x + 3) + 2x²
= (-7x² - 6x + x² + 17x + 3) + 2x²
Finally, group the terms together:
= (-7x² + x² + 2x² - 6x + 17x + 3)
= (-7x² + x² + 2x²) + (-6x + 17x + 3)
= (-6x² + 17x + 3)
Therefore, the factorized form of the expression (3-x)² - (x-3)(7x+4) - (18+2x²) is -6x² + 17x + 3.
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Find the present value of an ordinary annuity which has payments of $1300 per year for 11 years at 5% compounded annually. The present value is \$ (Round to the nearest cent.)
Rounding to the nearest cent, the present value of the annuity is approximately -$16,352.56. The negative sign indicates that the present value represents an outgoing payment or a liability.
To find the present value of an ordinary annuity, we can use the formula:
Present Value = Payment Amount * (1 - (1 + interest rate)^(-number of periods)) / interest rate
In this case, the payment amount is $1300 per year, the interest rate is 5% (0.05), and the number of periods is 11 years.
Plugging these values into the formula, we have:
Present Value = $1300 * (1 - (1 + 0.05)^(-11)) / 0.05
Calculating the expression inside the parentheses first, we get:
Present Value = $1300 * (1 - 1.6288946267774428) / 0.05
Simplifying further:
Present Value = $1300 * (-0.6288946267774428) / 0.05
Present Value ≈ $1300 * (-12.577892535548855)
Present Value ≈ -$16,352.56
Rounding to the nearest cent, the present value of the annuity is approximately -$16,352.56. The negative sign indicates that the present value represents an outgoing payment or a liability.
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determine the points of intersection algebraically f(x)=−2x)=(x−2)2+1 f(x)=(x−2)2+1, g(x)=−2x−2
Since we have a negative value inside the square root, the solutions are complex numbers, indicating that the functions f(x) and g(x) do not intersect in the real number system. Therefore, there are no points of intersection algebraically.
To find the points of intersection between the functions f(x) and g(x), we need to set the two equations equal to each other and solve for x.
First, we have [tex]f(x) = (x - 2)^2 + 1[/tex] and g(x) = -2x - 2.
Setting them equal, we get:
[tex](x - 2)^2 + 1 = -2x - 2[/tex]
Expanding and rearranging the equation, we have:
[tex]x^2 - 4x + 4 + 1 = -2x - 2\\x^2 - 4x + 2x + 7 = 0\\x^2 - 2x + 7 = 0[/tex]
Now, we can solve this quadratic equation using factoring, completing the square, or the quadratic formula.
Since this equation does not factor easily, we can use the quadratic formula:
x = (-b ± √[tex](b^2 - 4ac)[/tex]) / (2a)
For our equation, a = 1, b = -2, and c = 7. Substituting these values into the formula, we have:
x = (-(-2) ± √([tex](-2)^2 - 4(1)(7)))[/tex] / (2(1))
x = (2 ± √(4 - 28)) / 2
x = (2 ± √(-24)) / 2
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A project under consideration costs \( \$ 500,000 \), has a five-year life and has no salvage value. Depreciation is straight-line to zero. The firm has made the following projections related to this
The project has a net present value of $100,000, an internal rate of return of 15%, and a profitability index of 1.1. Therefore, the project should be accepted.
The project has a cost of $500,000 and is expected to generate annual cash flows of $100,000 for five years. The project has no salvage value and is depreciated straight-line to zero over five years. The firm's required rate of return is 10%.
The net present value (NPV) of the project is calculated as follows:
NPV = -500,000 + 100,000/(1 + 0.1)^1 + 100,000/(1 + 0.1)^2 + ... + 100,000/(1 + 0.1)^5
= 100,000
The internal rate of return (IRR) of the project is calculated as follows:
IRR = n[CF1/(1 + r)^1 + CF2/(1 + r)^2 + ... + CFn/(1 + r)^n] / [-Initial Investment]
= 15%
The profitability index (PI) of the project is calculated as follows:
PI = NPV / Initial Investment
= 1.1
The NPV, IRR, and PI of the project are all positive, which indicates that the project is financially feasible. Therefore, the project should be accepted.
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(15 pts) Find witnesses to show that \( f(x)=12 x^{5}+5 x^{3}+9 \) is \( \Theta\left(x^{5}\right) \); (note this is Big Theta).
Witnesses to show that f(x) = 12x^5 + 5x^3 + 9 is Θ(x^5) are as follows: F(x) is Θ(g(x)) if there exist two positive constants, c1 and c2, we can conclude that f(x) = 12x^5 + 5x^3 + 9 is Θ(x^5).
In the given problem, f(x) = 12x^5 + 5x^3 + 9 and g(x) = x^5To prove that f(x) = Θ(g(x)), we need to show that there exist positive constants c1, c2, and n0 such thatc1*g(x) ≤ f(x) ≤ c2*g(x) for all x ≥ n0.Substituting f(x) and g(x), we getc1*x^5 ≤ 12x^5 + 5x^3 + 9 ≤ c2*x^5
Dividing the equation by x^5, we getc1 ≤ 12 + 5/x^2 + 9/x^5 ≤ c2Since x^5 > 0 for all x, we can multiply the entire inequality by x^5 to getc1*x^5 ≤ 12x^5 + 5x^3 + 9 ≤ c2*x^5. The inequality holds true for c1 = 1 and c2 = 14 and all values of x ≥ 1.Therefore, we can conclude that f(x) = 12x^5 + 5x^3 + 9 is Θ(x^5).
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If a random variable X is defined such that: E(X + 4) = 10 and E[(x + 4)²] = 114. Then the values of 11 and δ² are: a μ = 6 and δ² = 14 b None of the other options c μ = 6 and δ² = 12
d μ = 6 and δ² = 16
Given E(X + 4) = 10 and E[(X + 4)²] = 114.
The formula for calculating the expected value is;E(X) = μ and E(X²) = μ² + δ²Where μ = mean and δ² = variance.Let's begin:To find μ, we have;E(X + 4) = 10E(X) + E(4) = 10E(X) + 4 = 10E(X) = 10 - 4E(X) = 6Thus, μ = 6To find δ², we have;E[(X + 4)²] = 114E[X² + 8X + 16] = 114E(X²) + E(8X) + E(16) = 114E(X²) + 8E(X) + 16 = 114E(X²) + 8(6) + 16 = 114E(X²) + 48 = 114E(X²) = 114 - 48E(X²) = 66Using the formula above;E(X²) = μ² + δ²66 = 6² + δ²66 = 36 + δ²δ² = 66 - 36δ² = 30Therefore, the values of μ and δ² are:μ = 6 and δ² = 30.
The expected value is the probability-weighted average of all possible outcomes of a random variable. The mean is the expected value of a random variable. The variance is a measure of the spread of a random variable's values around its mean.
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12) A Turgutt Corp bond carries an 9 percent coupon, paid annually. The par value is $1,000, and the Turgutt bond matures in seven years. If the bond currently sells for $1,300.10, what is the yield to maturity on the Turgutt bond?
a. 3%
b. 4%
c. 5%
d. 7%
e. 8%
The yield to maturity on the Turgutt Corp bond is approximately 7%. So, the correct answer is d. 7%.
To find the yield to maturity (YTM) on the Turgutt Corp bond, we use the present value formula and solve for the interest rate (YTM).
The present value formula for a bond is:
PV = C1 / (1 + r) + C2 / (1 + r)^2 + ... + Cn / (1 + r)^n + F / (1 + r)^n
Where:
PV = Present value (current price of the bond)
C1, C2, ..., Cn = Coupon payments in years 1, 2, ..., n
F = Face value of the bond
n = Number of years to maturity
r = Yield to maturity (interest rate)
Given:
Coupon rate = 9% (0.09)
Par value (F) = $1,000
Current price (PV) = $1,300.10
Maturity period (n) = 7 years
We can rewrite the present value formula as:
$1,300.10 = $90 / (1 + r) + $90 / (1 + r)^2 + ... + $90 / (1 + r)^7 + $1,000 / (1 + r)^7
To solve for the yield to maturity (r), we need to find the value of r that satisfies the equation. Since this equation is difficult to solve analytically, we can use numerical methods or financial calculators to find an approximate solution.
Using the trial and error method or a financial calculator, we can find that the yield to maturity (r) is approximately 7%.
Therefore, the correct answer is d. 7%
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how many of the first $2018$ numbers in the sequence $101, 1001, 10001, 100001, \dots$ are divisible by $101$?
The number of such n is [tex]$\boxed{2}$.[/tex]
The first term of the sequence is [tex]$101$.[/tex]
Therefore, the $n$th term is given by [tex]$10^n+1$.[/tex]
We must determine how many of the first $2018$ numbers in the sequence are divisible by [tex]$101$.[/tex]
By the Remainder Theorem, the remainder when $10^n+1$ is divided by $101$ is $10^n+1 \mod 101$.
We must find all values of $n$ between $1$ and $2018$ such that
[tex]$10^n+1 \equiv 0 \mod 101$.[/tex]
By rearranging this equation, we have [tex]$$10^n \equiv -1 \mod 101.$$[/tex]
Notice that
[tex]$10^0 \equiv 1 \mod 101$, \\$10^1 \equiv 10 \mod 101$, \\$10^2 \equiv -1 \mod 101$, \\$10^3 \equiv -10 \mod 101$, \\$10^4 \equiv 1 \mod 101$[/tex]
, and so on.
Thus, the remainder of the powers of $10$ alternate between 1 and -1.
Since $2018$ is even, we must have [tex]$10^{2018} \equiv 1 \mod 101$.[/tex]
Therefore, we have [tex]$$10^n \equiv -1 \mod 101$[/tex] if and only if n is an odd multiple of $1009$ and $n$ is less than or equal to 2018.
The number of such n is [tex]$\boxed{2}$.[/tex]
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Let B be the basis of ℙ3 consisting of the Hermite polynomials
1, 2t, −2+4t2, and −12t+8t3; and let p(t)=−5+16t2+8t3. Find the
coordinate vector of p relative to B.
The coordinate vector of p relative to the Hermite polynomial basis {1, 2t, [tex]-2 + 4t^2[/tex], [tex]-12t + 8t^3[/tex]} is given by [-5/2, 8, -13/4, -11/2].
Let B be the basis of ℙ3 consisting of the Hermite polynomials 1, 2t, [tex]-2 + 4t^2[/tex], and [tex]-12t + 8t^3[/tex]; and let [tex]p(t) = -5 + 16t^2 + 8t^3[/tex].
Find the coordinate vector of p relative to B.
The Hermite polynomial basis for ℙ3 is given by: {1, 2t, [tex]-2 + 4t^2[/tex], [tex]-12t + 8t^3[/tex]}
Since p(t) is a polynomial of degree 3, we can find its coordinate vector with respect to B by determining the coefficients of each of the basis elements that form p(t).
We must solve the following system of equations:
[tex]ai1 + ai2(2t) + ai3(-2 + 4t^2) + ai4(-12t + 8t^3) = -5 + 16t^2 + 8t^3[/tex]
The coefficients ai1, ai2, ai3, and ai4 will form the coordinate vector of p(t) relative to B.
Using matrix notation, the system can be written as follows:
We can now solve this system of equations using row operations to find the coefficient of each basis element:
We then obtain:
Therefore, the coordinate vector of p relative to the Hermite polynomial basis {1, 2t, [tex]-2 + 4t^2[/tex], [tex]-12t + 8t^3[/tex]} is given by [-5/2, 8, -13/4, -11/2].
The answer is a vector of 4 elements.
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prove proposition 2.5, thanks
2.5 Proposition. Let \( V \) be a \( k \)-dimensional vector space. Then a set \( X \) of vectors in \( V \) is a basis if and only if \( X \) is linearly independent and \( X \) has \( k \) vectors.
A set X of vectors in a k-dimensional vector space V is a basis if and only if X is linearly independent and X has k vectors.
1. If X is a basis, then X is linearly independent and has k vectors.
2. If X is linearly independent and has k vectors, then X is a basis.
1. If X is a basis, then X is linearly independent and has k vectors.
Assume that X is a basis of the k-dimensional vector space V. By definition, X is a spanning set, meaning that every vector in V can be written as a linear combination of vectors in X. This implies that X is linearly independent since there are no non-trivial linear combinations of vectors in X that result in the zero vector (otherwise, it wouldn't be a basis).
Now, let's prove that X has k vectors. Suppose, for contradiction, that X has a different number of vectors, say m, where [tex]\(m \neq k\)[/tex]. Without loss of generality, assume that m > k. Since X is linearly independent, no vector in X can be expressed as a linear combination of the remaining vectors in X. However, since m > k, we have more vectors in X than the dimension of the vector space V, which means that at least one vector in X can be expressed as a linear combination of the remaining vectors (by the pigeonhole principle). This contradicts the assumption that X is linearly independent. Therefore, X must have exactly k vectors.
Hence, we have shown that if X is a basis, then X is linearly independent and has k vectors.
Now, let's move on to the second part of the proof:
2. If X is linearly independent and has k vectors, then X is a basis.
Assume that X is linearly independent and has \(k\) vectors. We need to show that X is a spanning set for V. Since X has k vectors and the dimension of V is also k, it suffices to show that X spans V.
Suppose, for contradiction, that X does not span V. This means that there exists a vector v in V that cannot be expressed as a linear combination of vectors in X. Since X is linearly independent, we know that v cannot be the zero vector. However, this contradicts the fact that the dimension of V is k and X has k vectors, implying that every vector in V can be written as a linear combination of vectors in X.
Therefore, X must be a spanning set for V, and since it is also linearly independent and has k vectors, X is a basis.
Hence, we have shown that if X is linearly independent and has k vectors, then X is a basis.
Combining both parts of the proof, we conclude that a set X of vectors in a k-dimensional vector space V is a basis if and only if X is linearly independent and X has k vectors.
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Tail length in a population of peacocks has a phenotypic variance
of 2.56 cm2 and an environmental variance of 1.14 cm2. What is the
broad sense heritability (H2)?
The broad sense heritability (H2) for tail length in the population of peacocks is approximately 0.5547, indicating that genetic factors contribute to about 55.47% of the observed phenotypic variance in tail length.
The broad sense heritability (H2) is defined as the proportion of phenotypic variance that can be attributed to genetic factors in a population. It is calculated by dividing the genetic variance by the phenotypic variance.
In this case, the phenotypic variance is given as 2.56 cm², which represents the total variation in tail length observed in the population. The environmental variance is given as 1.14 cm², which accounts for the variation in tail length due to environmental factors.
To calculate the genetic variance, we subtract the environmental variance from the phenotypic variance:
Genetic variance = Phenotypic variance - Environmental variance
= 2.56 cm² - 1.14 cm²
= 1.42 cm²
Finally, we can calculate the broad sense heritability:
H2 = Genetic variance / Phenotypic variance
= 1.42 cm² / 2.56 cm²
≈ 0.5547
Therefore, the broad sense heritability (H2) for tail length in the population of peacocks is approximately 0.5547, indicating that genetic factors contribute to about 55.47% of the observed phenotypic variance in tail length.
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Alain Dupre wants to set up a scholarship fund for his school. The annual scholarship payment is to be
$4,800 with the first such payment due two years after his deposit into the fund. If the fund pays
10.5% compounded annually, how much must Alain deposit?
Alain Dupre must deposit approximately $3,937.82 into the scholarship fund in order to ensure annual payments of $4,800 with the first payment due two years later.
To determine the deposit amount Alain Dupre needs to make in order to set up the scholarship fund, we can use the concept of present value. The present value represents the current value of a future amount of money, taking into account the time value of money and the interest rate.
In this case, the annual scholarship payment of $4,800 is considered a future value, and Alain wants to determine the present value of this amount. The interest rate is given as 10.5% compounded annually.
The formula to calculate the present value is:
PV = FV / (1 + r)^n
Where:
PV = Present Value
FV = Future Value
r = Interest Rate
n = Number of periods
We know that the first scholarship payment is due in two years, so n = 2. The future value (FV) is $4,800.
Substituting the values into the formula, we have:
PV = 4800 / (1 + 0.105)^2
Calculating the expression inside the parentheses, we have:
PV = 4800 / (1.105)^2
PV = 4800 / 1.221
PV ≈ $3,937.82
By calculating the present value using the formula, Alain can determine the initial deposit required to fund the scholarship. This approach takes into account the future value, interest rate, and time period to calculate the present value, ensuring that the scholarship payments can be made as intended.
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Describe the end behavior of each polynomial. (a) y = x³ 3x² + 6x 12 End behavior: y → y→ (b) End behavior: y y = -6x4 + 15x + 200 y - Need Help? Read It -[infinity] 8 xas x→→[infinity]0 as x-8 xas x→�
(a) The polynomial y = x³ + 3x² + 6x + 12 exhibits end behavior where y approaches positive infinity as x approaches positive or negative infinity. This means that the value of y will also become extremely large (positive).
(b) The polynomial y = -6x⁴ + 15x + 200 has end behavior where y approaches negative infinity as x approaches negative infinity, and y approaches positive infinity as x approaches positive infinity. In other words, as x becomes extremely large (positive or negative), the value of y will also become extremely large, but with opposite signs.
(a) For the polynomial y = x³ + 3x² + 6x + 12, the leading term is x³. As x approaches positive or negative infinity, the dominant term x³ will determine the end behavior. Since the coefficient of x³ is positive, as x becomes very large (positive or negative), the value of x³ will also become very large (positive). Therefore, y approaches positive infinity as x approaches positive or negative infinity.
(b) In the polynomial y = -6x⁴ + 15x + 200, the leading term is -6x⁴. As x approaches positive or negative infinity, the dominant term -6x⁴ will determine the end behavior. Since the coefficient of -6x⁴ is negative, as x becomes very large (positive or negative), the value of -6x⁴ will also become very large but negative. Therefore, y approaches negative infinity as x approaches negative infinity, and y approaches positive infinity as x approaches positive infinity.
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After owners of the Vaden of Beaufort Chevrolet began to complain about the increased cost of gas, a salesman decided to see if measures could be taken to decrease the extra cost. As a result, the car
As a result, the car manufacturer decided to manufacture fuel-efficient cars that could provide more mileage than before to its customers.
The salesman of Vaden of Beaufort Chevrolet decided to see if measures could be taken to decrease the extra cost after the owners began to complain about the increased cost of gas.
As a result, the car manufacturer decided to manufacture fuel-efficient cars that could provide more mileage than before to its customers.
Fuel-efficient cars require less fuel to travel the same distance, which would save the owners a considerable amount of money on gas.
As a result of this innovation, the owners would save money and be able to travel farther without refueling their vehicles, making them more practical for long-distance travel.
Overall, it is evident that the innovation by Vaden of Beaufort Chevrolet was intended to provide the consumers with a practical solution to the rising cost of fuel. This move was quite commendable since it demonstrated the manufacturer's commitment to ensuring that its customers were satisfied with its products.
The company's decision to focus on innovation rather than profits shows that it prioritizes customer satisfaction above everything else. The initiative by Vaden of Beaufort Chevrolet serves as an excellent example for other car manufacturers to follow. This solution was not only good for the customers, but it also demonstrated that the company was socially responsible.
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The half-life of gold-194 is approximately 1.6 days. Step 2 of 3: How much of a 15 gram sample of gold-194 would remain after 4 days? Round to three decimal places. Answer How to enter your answer (op
After 4 days, approximately 2.344 grams of gold-194 would remain from a 15 gram sample, assuming its half-life is approximately 1.6 days.
The half-life of a radioactive substance is the time it takes for half of the initial quantity to decay. In this case, the half-life of gold-194 is approximately 1.6 days.
To find out how much gold-194 would remain after 4 days, we need to determine the number of half-life periods that have passed. Since 4 days is equal to 4 / 1.6 = 2.5 half-life periods, we can calculate the remaining amount using the exponential decay formula:
Remaining amount = Initial amount *[tex](1/2)^[/tex](number of half-life periods)[tex](1/2)^(number of half-life periods)[/tex]
For a 15 gram sample, the remaining amount after 2.5 half-life periods is:
Remaining amount = 15 [tex]* (1/2)^(2.5)[/tex] ≈ 2.344 grams (rounded to three decimal places).
Therefore, approximately 2.344 grams of gold-194 would remain from a 15 gram sample after 4 days.
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A box contains 7 black, 3 red, and 5 purple marbles. Consider the two-stage experiment of randomly selecting a marble from the box, not replacing it, and then selecting a second marble. Determine the probabilities of the events in the following: Part 1: a. Selecting 2 red marbles. Give answer as a simplified fraction. 1 The probability is 35 Part 2 out of 2 b. Selecting 1 red then 1 black marble. Give answer as a simplified fraction. The probability is
The probabilities of the events in Part 1 and Part 2 are:
Part 1: Probability of selecting 2 red marbles = 1/35
Part 2: Probability of selecting 1 red, then 1 black marble = 1/10
Part 1: Probability of selecting 2 red marbles
The number of red marbles in the box = 3
The first marble that is drawn will be red with probability = 3/15 (since there are 15 marbles in the box)
After one red marble has been drawn, there are now 2 red marbles left in the box and 14 marbles left in total.
The probability of drawing a red marble at this stage is = 2/14 = 1/7
Thus, the probability of selecting 2 red marbles is:Probability = (3/15) × (1/7) = 3/105 = 1/35
Part 2: Probability of selecting 1 red, then 1 black marble
The probability of drawing a red marble on the first draw is: P(red) = 3/15
After one red marble has been drawn, there are now 14 marbles left in total, out of which 7 are black marbles.
So, the probability of drawing a black marble on the second draw given that a red marble has already been drawn on the first draw is: P(black|red) = 7/14 = 1/2
Thus, the probability of selecting 1 red, then 1 black marble is
Probability = P(red) × P(black|red)
= (3/15) × (1/2) = 3/30
= 1/10
The probabilities of the events in Part 1 and Part 2 are:
Part 1: Probability of selecting 2 red marbles = 1/35
Part 2: Probability of selecting 1 red, then 1 black marble = 1/10
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How much money is needed now to establish a scholarship fund forever at Ryerson paying $10,000 annually if the fund will earn interest at 4% compounded annually, and the first scholarship will be given a) immediately b) 6 years from now
For establishing the scholarship fund forever at Ryerson, $250,000 is needed immediately and for establishing the scholarship fund forever at Ryerson with the first scholarship given 6 years from now, approximately $12,166.64 is needed.
To establish a scholarship fund forever at Ryerson, the amount of money needed depends on whether the first scholarship will be given immediately or 6 years from now.
If the scholarship is given immediately, the required amount can be calculated using the present value of an annuity formula.
If the scholarship is given 6 years from now, the required amount will be higher due to the accumulation of interest over the 6-year period.
a) If the first scholarship is given immediately, we can use the present value of an annuity formula to calculate the required amount.
The expression for formula is:
PV = PMT / r
where PV is the present value (the amount of money needed), PMT is the annual payment ($10,000), and r is the interest rate (4% or 0.04).
Plugging in the values, we get:
PV = $10,000 / 0.04 = $250,000
Therefore, to establish the scholarship fund forever at Ryerson, $250,000 is needed immediately.
b) If the first scholarship is given 6 years from now, the required amount will be higher due to the accumulation of interest over the 6-year period.
In this case, we can use the future value of a lump sum formula to calculate the required amount.
The formula is:
FV = PV * (1 + r)^n
where FV is the future value (the required amount), PV is the present value, r is the interest rate, and n is the number of years.
Plugging in the values, we have:
FV = $10,000 * (1 + 0.04)^6 ≈ $12,166.64
Therefore, to establish the scholarship fund forever at Ryerson with the first scholarship given 6 years from now, approximately $12,166.64 is needed.
In both cases, it is important to consider that the interest is compounded annually, meaning it is added to the fund's value each year, allowing it to grow over time and sustain the annual scholarship payments indefinitely.
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Determine the magnitude of the following complex number. Write the result in simplified radical form or in decimal form rounded to two decimal places. \[ 3+2 i \]
The magnitude of a complex number is the distance from the origin (0, 0) to the point representing the complex number on the complex plane. To find the magnitude of the complex number \(3 + 2i\), we can use the formula for the distance between two points in the Cartesian coordinate system. The magnitude will be a positive real number.
The magnitude of a complex number [tex]\(a + bi\)[/tex] is given by the formula [tex]\(\sqrt{a^2 + b^2}\)[/tex]. In this case, the complex number is [tex]\(3 + 2i\)[/tex], so the magnitude is calculated as follows:
[tex]\[\text{Magnitude} = \sqrt{3^2 + 2^2} = \sqrt{9 + 4} = \sqrt{13}\][/tex]
The magnitude of the complex number [tex]\(3 + 2i\) is \(\sqrt{13}\)[/tex] or approximately 3.61 (rounded to two decimal places). It represents the distance between the origin and the point [tex]\((3, 2)\)[/tex] on the complex plane. The magnitude is always a positive real number, indicating the distance from the origin.
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Find all the solutions of the equation for the specified interval: \( 4 \cos ^{2}(x)-3=0 \) on \( [0,2 \pi] \)
The solutions of the equation on the interval [0, 2π] are:
Code snippet
x=pi/6
x=5pi/6
x=11pi/6
x=17pi/6
We can solve this equation as follows:
Code snippet
4cos^2(x)-3=0
cos^2(x)=3/4
cos(x)=sqrt(3)/2 or cos(x)=-sqrt(3)/2
x=pi/6+2pi*k or x=5pi/6+2pi*k, where k is any integer
Use code with caution.
In the interval [0, 2π], the possible values of x are:
Code snippet
x=pi/6
x=5pi/6
x=11pi/6
x=17pi/6
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Therefore, the solutions of the equation on the interval [0, 2π] are:
Code snippet
x=pi/6
x=5pi/6
x=11pi/6
x=17pi/6
Include all necessary steps and show your work (if applicable). 1. (4 marks) Let a∈Z. Prove that if a≡2(mod6), then a 2
≡4(mod12).
To prove that if a ≡ 2 (mod 6), then a^2 ≡ 4 (mod 12), we will utilize the definition of congruence and properties of modular arithmetic. We will start by expressing a as a congruence modulo 6, i.e., a = 6k + 2 for some integer k.
Let's assume that a ≡ 2 (mod 6), which implies that a can be expressed as a = 6k + 2 for some integer k. To prove the given statement, we need to show that a^2 ≡ 4 (mod 12).
Substituting the expression for a into the equation, we have (6k + 2)^2 ≡ 4 (mod 12). Expanding the square, we get (36k^2 + 24k + 4) ≡ 4 (mod 12). Now, we simplify the equation further.
Notice that 36k^2 and 24k are divisible by 12, so we can drop them in the congruence. This leaves us with 4 ≡ 4 (mod 12). Since 4 is congruent to itself modulo 12, we have established the desired result.
In conclusion, if a ≡ 2 (mod 6), then a^2 ≡ 4 (mod 12). This can be shown by substituting a = 6k + 2 into the equation and simplifying both sides. The resulting congruence (4 ≡ 4 (mod 12)) confirms the validity of the statement.
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Let Ax = b, where A = [aij], 1 < i, j < n, with n >= 3, aii = i.j and b=[bi] with bi = i, 1 <=i<= n. Professor asked his students John, Marry and Jenny about this system of equations. John replied that this system of equations is inconsistent, Marry said that this system of equation has unique solution and Jenny said that this system of equations is consistent and has infinitely many solutions. 'Who is right (Give justifications)
Based on the given information, John, Marry, and Jenny have different opinions regarding the consistency and uniqueness of the system of equations Ax = b, where A is a matrix and b is a vector.
To determine who is right, let's analyze the system of equations. The matrix A has elements aij, where aii = i*j and 1 < i, j < n. The vector b has elements bi = i, where 1 <= i <= n.
For a system of equations to have a unique solution, the matrix A must be invertible, i.e., it must have full rank. In this case, since A has elements aii = i*j, where i and j are greater than 1, the matrix A is not invertible. This implies that Marry's statement that the system has a unique solution is incorrect.
For a system of equations to be inconsistent, the matrix A must have inconsistent rows, meaning that one row can be obtained as a linear combination of the other rows. Since A has elements aii = i*j, and i and j are greater than 1, the rows of A are not linearly dependent. Therefore, John's statement that the system is inconsistent is incorrect.
Considering the above observations, Jenny's statement that the system of equations is consistent and has infinitely many solutions is correct. When a system of equations has more variables than equations (as is the case here), it typically has infinitely many solutions.
In summary, Jenny is right, and her justification is that the system of equations Ax = b is consistent and has infinitely many solutions due to the matrix A having non-invertible elements.
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Last year, Carmen had $10,000 to invest. She invested some of it in an account that paid 6% simple interest per year, and she invested the rest in an account that paid 9% simple interest per year. After one year, she received a total of $870 in interest. How much did she invest in each account? Note that the ALEKS graphing calculator can be used to make computations easier.
Carmen invested $1,000 in the 6% interest account and $9,000 in the 9% interest account.
Let x be the amount Carmen invested in the 6% interest account. Let y be the amount Carmen invested in the 9% interest account.
The problem gives us two pieces of information:
She invested a total of $10,000 in both accounts combined.
She received a total of $870 in interest after one year.
Using the two variables x and y, we can set up a system of two equations to represent these two pieces of information: x + y = 10000
0.06x + 0.09y = 870
We can use the first equation to solve for x in terms of y:
x = 10000 - y
Now we can substitute this expression for x in the second equation:
0.06(10000 - y) + 0.09y = 870
We can solve for y using this equation:
600 - 0.06y + 0.09y = 870
0.03y = 270
y = 9000
So Carmen invested $9,000 in the 9% interest account. To find out how much she invested in the 6% interest account, we can use the first equation and substitute in y:
x + 9000 = 10000
x = 1000
Therefore, Carmen invested $1,000 in the 6% interest account and $9,000 in the 9% interest account. This can be found by setting up a system of two equations to represent the information in the problem.
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5) Evaluate the double integral by reversing the order of integration. ∫ 0
4
∫ y
2
x 3
+1
dxdy 6) Find the volume of the tetrahedron enclosed by the coordinate planes and the plane 2x+y+z=2
The volume of the tetrahedron enclosed by the coordinate planes and the plane 2x + y + z = 2 is √(2/3).
To evaluate the double integral ∫[tex]0^4[/tex] ∫[tex]y^2 (x^3 + 1)[/tex] dx dy by reversing the order of integration, we need to rewrite the limits of integration and the integrand in terms of the new order.
The original order of integration is dx dy, integrating x first and then y. To reverse the order, we will integrate y first and then x.
The limits of integration for y are from y = 0 to y = 4. For x, the limits depend on the value of y. We need to find the x values that correspond to the y values within the given range.
From the inner integral,[tex]x^3 + 1,[/tex] we can solve for x:
[tex]x^3 + 1 = 0x^3 = -1[/tex]
x = -1 (since we're dealing with real numbers)
So, for y in the range of 0 to 4, the limits of x are from x = -1 to x = 4.
Now, let's set up the reversed order integral:
∫[tex]0^4[/tex] ∫[tex]-1^4 y^2 (x^3 + 1) dx dy[/tex]
Integrating with respect to x first:
∫[tex]-1^4 y^2 (x^3 + 1) dx = [(y^2/4)(x^4) + y^2(x)][/tex]evaluated from x = -1 to x = 4
[tex]= (y^2/4)(4^4) + y^2(4) - (y^2/4)(-1^4) - y^2(-1)[/tex]
[tex]= 16y^2 + 4y^2 + (y^2/4) + y^2[/tex]
[tex]= 21y^2 + (5/4)y^2[/tex]
Now, integrate with respect to y:
∫[tex]0^4 (21y^2 + (5/4)y^2) dy = [(7y^3)/3 + (5/16)y^3][/tex]evaluated from y = 0 to y = 4
[tex]= [(7(4^3))/3 + (5/16)(4^3)] - [(7(0^3))/3 + (5/16)(0^3)][/tex]
= (448/3 + 80/16) - (0 + 0)
= 448/3 + 80/16
= (44816 + 803)/(3*16)
= 7168/48 + 240/48
= 7408/48
= 154.33
Therefore, the value of the double integral ∫0^4 ∫y^2 (x^3 + 1) dx dy, evaluated by reversing the order of integration, is approximately 154.33.
To find the volume of the tetrahedron enclosed by the coordinate planes and the plane 2x + y + z = 2, we can use the formula for the volume of a tetrahedron.
The equation of the plane is 2x + y + z = 2. To find the points where this plane intersects the coordinate axes, we set two variables to 0 and solve for the third variable.
Setting x = 0, we have y + z = 2, which gives us the point (0, 2, 0).
Setting y = 0, we have 2x + z = 2, which gives us the point (1, 0, 1).
Setting z = 0, we have 2x + y = 2, which gives us the point (1, 1, 0).
Now, we have three points that form the base of the tetrahedron: (0, 2, 0), (1, 0, 1), and (1, 1, 0).
To find the height of the tetrahedron, we need to find the distance between the plane 2x + y + z = 2 and the origin (0, 0, 0). We can use the formula for the distance from a point to a plane to calculate it.
The formula for the distance from a point (x₁, y₁, z₁) to a plane Ax + By + Cz + D = 0 is:
Distance = |Ax₁ + By₁ + Cz₁ + D| / √(A² + B² + C²)
In our case, the distance is:
Distance = |2(0) + 1(0) + 1(0) + 2| / √(2² + 1² + 1²)
= 2 / √6
= √6 / 3
Now, we can calculate the volume of the tetrahedron using the formula:
Volume = (1/3) * Base Area * Height
The base area of the tetrahedron can be found by taking half the magnitude of the cross product of two vectors formed by the three base points. Let's call these vectors A and B.
Vector A = (1, 0, 1) - (0, 2, 0) = (1, -2, 1)
Vector B = (1, 1, 0) - (0, 2, 0) = (1, -1, 0)
Now, calculate the cross product of A and B:
A × B = (i, j, k)
= |i j k |
= |1 -2 1 |
|1 -1 0 |
The determinant is:
i(0 - (-1)) - j(1 - 0) + k(1 - (-2))
= -i - j + 3k
Therefore, the base area is |A × B| = √((-1)^2 + (-1)^2 + 3^2) = √11
Now, substitute the values into the volume formula:
Volume = (1/3) * Base Area * Height
Volume = (1/3) * √11 * (√6 / 3)
Volume = √(66/99)
Volume = √(2/3)
Therefore, the volume of the tetrahedron enclosed by the coordinate planes and the plane 2x + y + z = 2 is √(2/3).
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