The old microscope contained 2.5 square inches more of the sample's area than the new microscope.
Given that the apparent diameter of both the old microscope and the new microscope is 5 inches and the magnification rate of the old microscope is 12, and that of the new microscope is 15. Now, we need to find the actual diameter of the region of the microscope which is given by the equation: Apparent diameter = Magnification rate × Actual diameter.
Rearranging the above formula to solve for the actual diameter, we get Actual diameter = Apparent diameter / Magnification rate. Now, let's calculate the actual diameter for both the old microscope and the new microscope as follows: Actual diameter of the old microscope = [tex]5 / 12 = 0.42 inches[/tex]. Actual diameter of the new microscope =[tex]5 / 15 = 0.33 inches[/tex].
Now, to find the area of the circular view of the old microscope, we use the formula for the area of a circle given as Area of a circle =[tex]\pi r^2[/tex] Where r is the radius of the circle. Area of the old microscope = [tex]\pi (0.21)^2[/tex]= [tex]0.139[/tex]square inches.
Similarly, the area of the circular view of the new microscope = [tex]\pi (0.165)^2[/tex]= 0.086 square inches. Therefore, the old microscope contained[tex]0.139 - 0.086 = 0.053[/tex] square inches more than the new microscope. The old microscope contained 2.5 square inches more of the sample's area than the new microscope.
Learn more about apparent diameter here:
https://brainly.com/question/30464065
#SPJ11
Calculate ₁x²y³ dx - xy² dy where y = are the vertices of square {(−1,1),(1,1), (1,−1), (-1,-1)}
The overall value of the expression ₁x²y³ dx - xy² dy along the given vertices of the square is -4dx.
Let's evaluate the expression ₁x²y³ dx - xy² dy along the given vertices of the square: {(−1,1),(1,1), (1,−1), (-1,-1)}.
For the first vertex (-1, 1), substitute x = -1 and y = 1 into the expression:
(-1)²(1)³ dx - (-1)(1)² dy = -1 dx - (-1) dy = -1 dx + dy.
For the second vertex (1, 1), substitute x = 1 and y = 1 into the expression:
(1)²(1)³ dx - (1)(1)² dy = 1 dx - 1 dy = dx - dy.
For the third vertex (1, -1), substitute x = 1 and y = -1 into the expression:
(1)²(-1)³ dx - (1)(-1)² dy = -1 dx + 1 dy = -dx + dy.
For the fourth vertex (-1, -1), substitute x = -1 and y = -1 into the expression:
(-1)²(-1)³ dx - (-1)(-1)² dy = -1 dx - 1 dy = -dx - dy.
Now, summing the results from all vertices:
(-1 dx + dy) + (dx - dy) + (-dx + dy) + (-dx - dy) = -4dx.
Therefore, the overall value of the expression ₁x²y³ dx - xy² dy along the given vertices of the square is -4dx.
To learn more about value of the expression click here
brainly.com/question/28365581
#SPJ11
Determine the maximin and minimax strategies for the two-person, zero-sum matrix game. 2. 5 1 1 -3 3 361 The row player's maximin strategy is to play row The column player's minimax strategy is to play column
The maximum values for each row are 5, 1, and 361 respectively. Therefore, the minimum of these values is 1. Hence, the row player's maximin strategy is to play row 2. The minimum values for each column are -3, 1, and 1 respectively. Therefore, the maximum of these values is 1. Hence, the column player's minimax strategy is to play column 2.
To determine the maximin and minimax strategies for the two-person, zero-sum matrix game, we use the following steps:
Step 1: Find the maximum value in each row.
Step 2: Determine the minimum of the maximum values found in step 1.
Step 3: Find the minimum value in each column.
Step 4: Determine the maximum of the minimum values found in step 3.The row player's maximin strategy is to play the row with the minimum of the maximum values found in step 1. The column player's minimax strategy is to play the column with the maximum of the minimum values found in step 3. In the given matrix, the maximum values for each row are 5, 1, and 361 respectively. Therefore, the minimum of these values is 1. Hence, the row player's maximin strategy is to play row 2.
The minimum values for each column are -3, 1, and 1 respectively. Therefore, the maximum of these values is 1. Hence, the column player's minimax strategy is to play column 2. In the given matrix game, the row player's maximin strategy is row 2 and the column player's minimax strategy is column 2. This means that the row player should play row 2 to guarantee the minimum payoff regardless of the column player's move. Similarly, the column player should play column 2 to get the maximum payoff, even if the row player plays their best move. In conclusion, the maximin and minimax strategies for the given matrix game are row 2 and column 2 respectively.
To know more about maximin visit:
https://brainly.com/question/12999938
#SPJ11
Find a formula for f-¹(x) and (f ¹)'(x) if f(x)=√1/x-4
f-¹(x) =
(f^-1)’ (x)=
To find the formula for f^(-1)(x), the inverse of f(x), we can start by expressing f(x) in terms of the variable y and then solve for x.
Given f(x) = √(1/x) - 4
Step 1: Replace f(x) with y:
y = √(1/x) - 4
Step 2: Solve for x in terms of y:
y + 4 = √(1/x)
(y + 4)^2 = 1/x
x = 1/(y + 4)^2
Therefore, the formula for f^(-1)(x) is f^(-1)(x) = 1/(x + 4)^2.
To find the derivative of f^(-1)(x), we can differentiate the formula obtained above.
Let's denote g(x) = f^(-1)(x) = 1/(x + 4)^2.
Using the chain rule, we can differentiate g(x) with respect to x:
(g(x))' = d/dx [1/(x + 4)^2]
= -2/(x + 4)^3
Therefore, the derivative of f^(-1)(x), denoted as (f^(-1))'(x), is (f^(-1))'(x) = -2/(x + 4)^3.
To know more about inverse functions, click here: brainly.com/question/29141206
#SPJ11
determine the dimension of the s subspace of \mathbb{r}^{3 \times 3} of lower triangular matrices.
The dimension of the subspace of lower triangular matrices in [tex]\(\mathbb{R}^{3 \times 3}\) is 3.[/tex]
To determine the dimension of the subspace, we need to count the number of independent parameters that uniquely define the matrices in the subspace.
The dimension of a subspace refers to the number of independent parameters needed to uniquely specify the elements within that subspace.
In a lower triangular matrix, all the entries above the main diagonal are zero. This means that for a [tex]3 \times 3[/tex] lower triangular matrix, there are:
- [tex]1[/tex] parameter for the element in the [tex](2,1)[/tex] position,
- [tex]2[/tex] parameters for the elements in the [tex](3,1) and (3,2)[/tex] positions.
Therefore, the subspace of lower triangular matrices in [tex]\mathbb{R}^{3 \times 3}[/tex] has a total of [tex]1 + 2 = 3[/tex] independent parameters. Hence, there are a total of three independent parameters required to define the elements of the lower triangular matrix.
In conclusion, the dimension of the subspace of lower triangular matrices in [tex]\mathbb{R}^{3 \times 3} \ is \ 3[/tex].
For more such questions on triangular matrices:
https://brainly.com/question/31401823
#SPJ8
Question Given the function f(x) 3x 10, find the net signed area between f(x) and the -axis over the interval -6, 2. Do not include any units in your answer. Sorry, that's incorrect.
Therefore, the net signed area between the function f(x) = 3x + 10 and the x-axis over the interval [-6, 2] is 32.
To find the net signed area between the function f(x) = 3x + 10 and the x-axis over the interval [-6, 2], we need to integrate the function and consider the positive and negative areas separately.
First, let's integrate the function f(x) = 3x + 10 over the given interval:
∫(3x + 10) dx = (3/2)x^2 + 10x evaluated from -6 to 2.
Now, let's substitute the limits into the integral:
=[(3/2)(2)^2 + 10(2)] - [(3/2)(-6)^2 + 10(-6)]
Simplifying further:
=[(3/2)(4) + 20] - [(3/2)(36) - 60]
=(6 + 20) - (54 - 60)
=26 - (-6)
=26 + 6
=32
To know more about function,
https://brainly.com/question/29086812
#SPJ11
Let A be an n × n matrix. For each i, j € [n], denote the (i, j)-entry of A by ai,j. 1. Give necessary and sufficient conditions for A to be upper-triangular. Fill in the blank with a statement referring to the entries aij: A is upper-triangular if and only if 2. Assume A is upper-triangular. Give a formula for the determinant of A. 3. Assume A is upper-triangular. Give necessary and sufficient conditions for A to be invertible. [1 α 4. What is the inverse of 1 α 0 1
5. What is the inverse of 1 α B
0 1 y
0 0 1
The inverse of the matrix [1 α B; 0 1 y; 0 0 1] is [1 -α Bα-y; 0 1 -y; 0 0 1]
1. A matrix is said to be upper-triangular if all of the entries below the main diagonal are zero, i.e., if and only if ai,j = 0 for all i > j.
Therefore, the necessary and sufficient conditions for a matrix A to be upper-triangular are:
[tex]$$a_{i,j}=0 \,\, \text{if} \,\, i > j$$[/tex]
2. If A is upper-triangular, the determinant of A is the product of the entries on the main diagonal.
Thus, the determinant of A is given by:
[tex]$$det(A) = \prod_{i=1}^n a_{i,i}$$[/tex]
3. An upper-triangular matrix A is invertible if and only if none of the entries on the main diagonal is zero, i.e., if and only if ai,i ≠ 0 for all i = 1, 2, ..., n.
4. The inverse of the matrix [1 α; 0 1] is [1 -α; 0 1].
This can be found by solving the matrix equation [1 α; 0 1] [x y; 0 z] = [1 0; 0 1] for the unknown matrix [x y; 0 z].
5. The inverse of the matrix [1 α B; 0 1 y; 0 0 1] is [1 -α Bα-y; 0 1 -y; 0 0 1].
This can be found by solving the matrix equation [1 α B; 0 1 y; 0 0 1] [x y z; p q r; s t u] = [1 0 0; 0 1 0; 0 0 1] for the unknown matrix [x y z; p q r; s t u].
To know more about matrix visit:
https://brainly.com/question/27929071
#SPJ11
Use the rules of inference to show that if ∀∀ x (P(x) ∨∨ Q(x)) and ∀∀ x ((¬P(x) ∧∧ Q(x)) → R(x)) are true, then ∀∀ x(¬R(x) → P(x)) is also true, where the domains of all quantifiers are the same.
Construct your argument by rearranging the following building blocks.
The argument by rearranging ∀x(¬R(x) → P(x)).
Given ∀x(P(x) ∨ Q(x)) and ∀x((¬P(x) ∧ Q(x)) → R(x)), prove that ∀x(¬R(x) → P(x)) is true.
Here are the steps to be followed using domains, quantifiers, rules of inference:
Step-by-step explanation:
We need to prove that ∀x(¬R(x) → P(x)) is true.
Therefore, let x be arbitrary from the domain of discourse such that ¬R(x) is true.
The conclusion to prove is P(x) is also true.
Therefore, we will consider two cases to prove it.
Case 1: Consider P(x) to be true. Thus, the conclusion is true.
Case 2: If P(x) is false, then Q(x) is true (by ∀x(P(x) ∨ Q(x)) is true).
Hence, ¬P(x) ∧ Q(x) is true (since P(x) is false).By ∀x((¬P(x) ∧ Q(x)) → R(x)) is true, R(x) is true.
But ¬R(x) is true.
Hence, the second case is not possible.
Therefore, we can conclude that P(x) is true whenever ¬R(x) is true (for any arbitrary value of x from the domain of discourse).
Hence, ∀x(¬R(x) → P(x)) is true using rules of inference.
#SPJ11
Let us know more about inference : https://brainly.com/question/16780102.
1) Find the following integrals: 5x³-3 a. S dx x 3x+6 b. S (2x²+8x+3)² C. f5xe-x² dx 2y4 d. ſ. dx y5+1 dx
Evaluate the following integral:
8∫1 3x 3√x-1 / x3 dx
We will evaluate the definite integral of the given function 3x√(x - 1) / x³ with respect to x, over the interval [1, 8].
The explanation below will provide the step-by-step process for finding the integral.
To evaluate the integral ∫[1,8] 3x√(x - 1) / x³ dx, we can simplify the integrand by breaking it into separate factors: 3x/x³ and √(x - 1). The first factor simplifies to 3/x², and the second factor remains as √(x - 1). Now we can rewrite the integral as ∫[1,8] (3/x²)√(x - 1) dx.
Next, we apply the power rule for integration. Integrating (3/x²) with respect to x gives us -3/x. Integrating √(x - 1) can be done by substituting u = x - 1, which leads to the integral of 2√u du.
Combining the results, the integral becomes ∫[1,8] (-3/x)(2√(x - 1)) dx. Now we substitute the limits of integration into the integral expression and evaluate it:
∫[1,8] (-3/x)(2√(x - 1)) dx
= [-3/x (2/3) (x - 1)^(3/2)] evaluated from 1 to 8
= [(-2/√(x - 1))] evaluated from 1 to 8
= -2/√(8 - 1) + 2/√(1 - 1)
= -2/√7 + 0
= -2/√7
Therefore, the value of the given integral ∫[1,8] 3x√(x - 1) / x³ dx is -2/√7.
To learn more about definite integral click here : brainly.com/question/29685762
#SPJ11
Conic, your favorite math themed fast food drive-in offers 20 flavors which can be added to your soda. You have enough money to buy a large soda with 4 added flavors. How many different soda concoctions can you order if:
(a) You refuse to use any of the flavors more than once?
(b) You refuse repeats but care about the order the flavors are added?
(c) You allow yourself multiple shots of the same flavor?
(d) You allow yourself multiple shots, and care about the order the flavors are added?
( Discrete Mathematics )
If you refuse to use any of the flavors more than once, you can order a large soda in a total of 4,845 different combinations.If you refuse repeats but care about the order the flavors are added, you can order a large soda in a total of 48,240 different permutations.
The number of combinations of 4 flavors chosen from a total of 20 flavors can be calculated using the combination formula. The formula for combination is nCr = n! / (r!(n-r)!), where n is the total number of flavors (20) and r is the number of flavors to be chosen (4). By substituting the values into the formula, we get 20C4 = 20! / (4!(20-4)!) = 20! / (4!16!) = (20 * 19 * 18 * 17) / (4 * 3 * 2 * 1) = 4,845.
The number of permutations of 4 flavors chosen from a total of 20 flavors, where the order matters, can be calculated using the permutation formula. The formula for permutation is nPr = n! / (n-r)!, where n is the total number of flavors (20) and r is the number of flavors to be chosen (4). By substituting the values into the formula, we get 20P4 = 20! / (20-4)! = 20! / 16! = (20 * 19 * 18 * 17) / (4 * 3 * 2 * 1) = 48,240.
To learn more about permutations click here:
brainly.com/question/32683496
#SPJ11
determine whether the integral is convergent or divergent. [infinity] 4 1 x2 x
The integral ∫(from 1 to ∞) [tex](4 / (x^2 + x)[/tex]) dx is convergent.
To determine the convergence or divergence of the integral ∫(from 1 to ∞) [tex](4 / (x^2 + x)[/tex]) dx, we can analyze its behavior as x approaches infinity.
As x becomes very large, the denominator [tex]x^2 + x[/tex] behaves like [tex]x^2[/tex] since the [tex]x^2[/tex] term dominates. Therefore, we can approximate the integrand as [tex]4 / x^2[/tex].
Now, we can evaluate the integral of [tex]4 / x^2[/tex] from 1 to ∞:
∫(from 1 to ∞) ([tex]4 / x^2[/tex]) dx = lim (b→∞) ∫(from 1 to b) ([tex]4 / x^2[/tex]) dx
= lim (b→∞) [(-4 / x)] evaluated from 1 to b
= lim (b→∞) [(-4 / b) - (-4 / 1)]
= -4 * (lim (b→∞) (1 / b) - 1)
= -4 * (0 - 1)
= 4
The integral converges to a finite value of 4. Therefore, we can conclude that the integral ∫(from 1 to ∞) [tex](4 / (x^2 + x)[/tex]) dx is convergent.
To know more about convergent, refer here:
https://brainly.com/question/29258536
#SPJ4
Find the volume of the solid that results from rotating the region bounded by the graphs of y – 3x – 4 = 0, y = 0, and x = 5 about the line y = –2. Write the exact answer. Do not round.
The volume of the solid resulting from rotating the region bounded by the given graphs about the line y = -2 is (675π/2) cubic units.
To find the volume, we can use the method of cylindrical shells. First, we need to determine the limits of integration. From the given equations, we can find that the region is bounded by y = 0, y - 3x - 4 = 0, and x = 5. We can rewrite the equation y - 3x - 4 = 0 as y = 3x + 4.
To determine the limits of integration for x, we set the equations y = 0 and y = 3x + 4 equal to each other: 0 = 3x + 4. Solving for x, we get x = -4/3.
So, the integral for the volume becomes:
V = ∫[from -4/3 to 5] 2π(x + 2)(3x + 4) dx.
Evaluating this integral gives us (675π/2) cubic units. Therefore, the exact volume of the solid is (675π/2) cubic units.
Volume of the solid obtained by rotating the given region about the line y = -2 is (675π/2) cubic units. This is found using the cylindrical shells method, where the limits of integration are determined based on the intersection points of the curves. The resulting integral is then evaluated to obtain the exact volume.
Learn more about limits of integration here: brainly.com/question/30180646
#SPJ11
Which of the following refers to the property that the intended receiver of a message can prove to any third party that indeed the message s/he received came from the actual sender?
a.Authenticity
b.Confidentiality
c. Non-repudiation
d. Integrity
The property that refers to the intended receiver of a message being able to prove to any third party that the message came from the actual sender is called non-repudiation.
Non-repudiation refers to the concept of ensuring that a party cannot deny the authenticity or integrity of a communication or transaction that they have participated in. It is a security measure that provides proof or evidence of the origin or delivery of a message, as well as the integrity of its contents, thereby preventing the sender or recipient from later denying their involvement or the validity of the communication.
Non-repudiation is commonly used in digital communications, particularly in electronic transactions and digital signatures. It ensures that the parties involved in a transaction cannot later deny their participation or claim that the transaction was tampered with.
Visit here to learn more about non-repudiation brainly.com/question/31580311
#SPJ11
"
Does x2 + 3x + 7 = 0 mod 31 have solutions? I
The given equation x2 + 3x + 7 = 0 mod 31 does not have any solutions.
We know that 31 is a prime number.
For the given equation, x2 + 3x + 7 = 0 mod 31, we need to check whether the equation has solutions or not.
We will use the quadratic equation to check whether the given equation has solutions or not.
Using the quadratic equation, the roots of a quadratic equation
ax2 + bx + c = 0 are given by the following equation.
x = [ - b ± sqrt(b2 - 4ac) ] / 2a
On comparing the given equation x2 + 3x + 7 = 0 mod 31 with the general quadratic equation ax2 + bx + c = 0, we can say that a = 1, b = 3, and c = 7.
Now, let's substitute the values of a, b, and c in the quadratic equation to find the roots of the given equation.
x = [ - 3 ± sqrt(32 - 4(1)(7)) ] / 2(1)x = [ - 3 ± sqrt(9 - 28) ] / 2x = [ - 3 ± sqrt(-19) ] / 2
The square root of a negative number is not defined.
Therefore, the given equation x2 + 3x + 7 = 0 mod 31 does not have solutions.
Equation used: x = [ - b ± sqrt(b2 - 4ac) ] / 2a
In modular arithmetic, we define a ≡ b mod m as a mod m = b mod m.
We need to check whether the given equation has solutions or not.
Using the quadratic equation, we can find the roots of a quadratic equation ax2 + bx + c = 0.
On comparing the given equation x2 + 3x + 7 = 0 mod 31 with the general quadratic equation ax2 + bx + c = 0, we can say that a = 1, b = 3, and c = 7.
Substituting the values of a, b, and c in the quadratic equation, we get x = [ - 3 ± sqrt(32 - 4(1)(7)) ] / 2(1).
On simplifying, we get x = [ - 3 ± sqrt(-19) ] / 2.
As the square root of a negative number is not defined, we can say that the given equation x2 + 3x + 7 = 0 mod 31 does not have solutions.
To learn more about quadratic equation, visit the link below
https://brainly.com/question/30098550
#SPJ11
For the distribution described below; complete parts (a) and (b) below: The ages of 0O0 randomly selected patients being treated for dementia a. How many modes are expected for the distribution? The distribution is probably trimodal: The distribution probably bimodal: The distribution probably unimodal The distribution probably uniform: Is the distribution expected to be symmetric, left-skewed, or right-skewed? The distribution is probably right-skewed_ The distribution probably symmetric: The distribution is probably left-skewed: None oi these descriptions probably describe the distribution:
This statement is false.
For the distribution described below; complete parts (a) and (b) below: The ages of 0O0 randomly selected patients being treated for dementia.The answer to the given question are as follows:How many modes are expected for the distribution?The distribution is probably trimodal, because the word "tri" means three. Trimodal distribution is a type of frequency distribution in which there are three numbers that occur most frequently. This means that there are three peaks or humps in the curve. Therefore, in the given distribution, we can expect three modes.The distribution probably right-skewed:The right-skewed distribution is also called a positive skew. The right-skewed distribution refers to a type of distribution in which the tail of the curve is extended towards the right side or the higher values. In this case, the right-skewed distribution is probably right-skewed because the right side of the curve or the higher values of ages are extended. Hence, the distribution is probably right-skewed.None oi these descriptions probably describe the distribution:This statement is not true for the given data because we have already described the distribution as trimodal and right-skewed. Therefore, this statement is false.
To know more about distribution visit:
https://brainly.com/question/23286309
#SPJ11
For the distribution described below, the following are the answers:(a) How many modes are expected for the distribution?
Answer: The distribution is probably unimodal.Explanation:In general, there is only one peak for a unimodal distribution. In a bimodal distribution, there are two peaks, whereas in a trimodal distribution, there are three peaks. In this situation, since the data is about the ages of patients being treated for dementia and ages would generally have one peak, the distribution is probably unimodal.
Therefore, the expected number of modes for this distribution is 1.
(b) Is the distribution expected to be symmetric, left-skewed, or right-skewed?
Answer: The distribution is probably left-skewed.
Explanation:In general, symmetric distributions have data that are evenly distributed around the mean, while skewed distributions have data that are unevenly distributed around the mean. A distribution is classified as left-skewed if the tail to the left of the peak is longer than the tail to the right of the peak.
Since dementia is typically found in elderly people, who have a long lifespan and an extended right-hand tail, the distribution of ages of people being treated for dementia is expected to be left-skewed. Therefore, the distribution is probably left-skewed.
To know more about dementia, visit
https://brainly.com/question/31857776
#SPJ11
S: R² R² and T: R² → R2 be linear transformations such that 6 3 2 2 As [22 and ASOT = 9 1 2/3 2/3 where SoT is the composition of S and T. Then T is the function whose matrix At is given by 3 2 2 [2³] /3 2/3 -1 [23] 2 2 2/3 2/3 1 There are infinitely many possible functions T. 1 2 2 [63] 2/3 2/3 1 = Question 5 Find a matrix A for which E₂ (A) = span 2 18 -10 -4 -20 14 O ° [² [²3] -2 -10 2²] ([2²]) ([³]) and E3 (A) = span Question 6 9 9 0 Let A 9 9 0 0 0 a All values of R except 9 8 9 A is diagonalisable for all a E R. - . Then A is not diagonalisable for which a € R? 0 Let A 0 2 O [5+3(2¹3) 5+3(2¹4) _5+3(2¹5) о 1+2¹3 1+2¹4 [1+2¹5 −5+3(2¹²) * −5+3(2¹²) -5+3(2¹2) 5 - 213 5 - 2¹4 5 - 215 - 1 0 1 -5 4 8 . Given that 11 17 = 51 = +32 4 find A¹3 8 H 11 17
The paragraph includes questions related to linear transformations, matrix expressions, composition of transformations, diagonalizability of matrices, and finding specific matrix values.
What are the topics covered in the given paragraph?The given paragraph contains a series of mathematical questions related to linear transformations and matrices.
The questions involve finding matrix expressions, determining the composition of linear transformations, and exploring diagonalizability of matrices.
To address these questions, one needs to carefully follow the instructions provided in each question.
For example, in question 5, the task is to find a matrix A that satisfies the given condition involving the span of vectors. Similarly, in question 6, the goal is to determine the values of a for which matrix A is diagonalizable.
To provide a comprehensive explanation of all the questions, it would require breaking down each question and providing step-by-step solutions. Given the limited space, it is not possible to provide a complete explanation.
However, if you specify a particular question you would like a detailed explanation for, I would be happy to assist you further.
Learn more about linear transformations
brainly.com/question/13595405
#SPJ11
Let S = {(1,0,1), (1,1,0), (0, 0, 1)} and T = (w1, W2, W3} be ordered bases for R³. Suppose that the transition matrix from T to S is
[M] = 1 1 2
2 1 1
-1 -1 1
Which of the following is T?
a.){(3,2,0), (2,1,0), (3, 1,2)}
b) {(1,0,1), (2,1,3), (3,0,1))
c) {(1, 1, 1), (1, 1,3), (3,3,1)}
d) {(1,2,1),(1,1,2), (2,2,1)}
e)(2,0, 2), (1,3,0), (3,0,1))
the correct answer is b) {(1, 0, 1), (2, 1, 3), (3, 0, 1)}.
To determine which set is T, we need to find the coordinates of the vectors in set T with respect to the basis S using the given transition matrix [M].
Let's compute the coordinates of each vector in the sets and check which one matches the given transition matrix.
a) T = {(3, 2, 0), (2, 1, 0), (3, 1, 2)}
To find the coordinates of the vectors in set T with respect to basis S, we multiply each vector in T by the transition matrix [M]:
For (3, 2, 0):
[M] * (3, 2, 0) = (1*3 + 1*2 + 2*0, 2*3 + 1*2 + 1*0, -1*3 - 1*2 + 1*0) = (7, 9, -1)
For (2, 1, 0):
[M] * (2, 1, 0) = (1*2 + 1*1 + 2*0, 2*2 + 1*1 + 1*0, -1*2 - 1*1 + 1*0) = (3, 5, -1)
For (3, 1, 2):
[M] * (3, 1, 2) = (1*3 + 1*1 + 2*2, 2*3 + 1*1 + 1*2, -1*3 - 1*1 + 1*2) = (9, 11, -2)
The coordinates of the vectors in set T with respect to basis S are (7, 9, -1), (3, 5, -1), and (9, 11, -2).
b) T = {(1, 0, 1), (2, 1, 3), (3, 0, 1)}
Let's compute the coordinates of the vectors in set T with respect to basis S:
For (1, 0, 1):
[M] * (1, 0, 1) = (1*1 + 1*0 + 2*1, 2*1 + 1*0 + 1*1, -1*1 - 1*0 + 1*1) = (3, 3, 0)
For (2, 1, 3):
[M] * (2, 1, 3) = (1*2 + 1*1 + 2*3, 2*2 + 1*1 + 1*3, -1*2 - 1*1 + 1*3) = (11, 10, 1)
For (3, 0, 1):
[M] * (3, 0, 1) = (1*3 + 1*0 + 2*1, 2*3 + 1*0 + 1*1, -1*3 - 1*0 + 1*1) = (7, 7, -2)
The coordinates of the vectors in set T with respect to basis S are (3, 3, 0), (11, 10, 1), and (7, 7, -2).
c) T = {(1, 1, 1), (1, 1, 3), (3, 3, 1)}
Let's compute the coordinates of the vectors in set T with respect to basis S:
For (1,
1, 1):
[M] * (1, 1, 1) = (1*1 + 1*1 + 2*1, 2*1 + 1*1 + 1*1, -1*1 - 1*1 + 1*1) = (4, 4, -1)
For (1, 1, 3):
[M] * (1, 1, 3) = (1*1 + 1*1 + 2*3, 2*1 + 1*1 + 1*3, -1*1 - 1*1 + 1*3) = (9, 8, 1)
For (3, 3, 1):
[M] * (3, 3, 1) = (1*3 + 1*3 + 2*1, 2*3 + 1*3 + 1*1, -1*3 - 1*3 + 1*1) = (10, 10, -5)
The coordinates of the vectors in set T with respect to basis S are (4, 4, -1), (9, 8, 1), and (10, 10, -5).
d) T = {(1, 2, 1), (1, 1, 2), (2, 2, 1)}
Let's compute the coordinates of the vectors in set T with respect to basis S:
For (1, 2, 1):
[M] * (1, 2, 1) = (1*1 + 1*2 + 2*1, 2*1 + 1*2 + 1*1, -1*1 - 1*2 + 1*1) = (6, 5, -2)
For (1, 1, 2):
[M] * (1, 1, 2) = (1*1 + 1*1 + 2*2, 2*1 + 1*1 + 1*2, -1*1 - 1*1 + 1*2) = (7, 6, 0)
For (2, 2, 1):
[M] * (2, 2, 1) = (1*2 + 1*2 + 2*1, 2*2 + 1*2 + 1*1, -1*2 - 1*2 + 1*1) = (8, 9, -2)
The coordinates of the vectors in set T with respect to basis S are (6, 5, -2), (7, 6, 0), and (8, 9, -2).
e) T = {(2, 0, 2), (1, 3, 0), (3, 0, 1)}
Let's compute the coordinates of the vectors in set T with respect to basis S:
For (2, 0, 2):
[M] * (2, 0, 2) = (1*2 + 1*0 + 2*2, 2*2 + 1*0 + 1*2, -1*2 - 1*0 + 1*2) = (8, 6, 0)
For (1, 3, 0):
[M] * (1, 3, 0) = (1*1 + 1*3 + 2*0, 2*1 + 1*
3 + 1*0, -1*1 - 1*3 + 1*0) = (4, 5, -2)
For (3, 0, 1):
[M] * (3, 0, 1) = (1*3 + 1*0 + 2*1, 2*3 + 1*0 + 1*1, -1*3 - 1*0 + 1*1) = (7, 8, -2)
The coordinates of the vectors in set T with respect to basis S are (8, 6, 0), (4, 5, -2), and (7, 8, -2).
Comparing the computed coordinates with the given transition matrix [M], we see that the set T = {(1, 0, 1), (2, 1, 3), (3, 0, 1)} matches the given transition matrix.
Therefore, the correct answer is b) {(1, 0, 1), (2, 1, 3), (3, 0, 1)}.
Learn more about matrix : brainly.com/question/28180105
#SPJ11
Consider the curve
3sin(y)+5cos(x)=4
Find y′ by implicit differentiation.
y′=
Find y′′ by implicit differentiation.
y′′=
The derivative of y with respect to x, denoted as y', is equal to -cos(y) divided by (3cos(x) - 5sin(y)).
The derivative y'': differentiate y' with respect to x using the chain rule, resulting in [(3sin(y)y' - 5cos(x))sin(y) - (3cos(x) - 5sin(y))cos(y)y'] / [(3cos(x) - 5sin(y))²].
First, we are given the equation 3sin(y) + 5cos(x) = 4. To find the derivative of y with respect to x (y'), we differentiate both sides of the equation with respect to x.
For the left side of the equation, we apply the chain rule. The derivative of sin(y) with respect to x is cos(y) * y', and the derivative of y with respect to x is y'. Similarly, for the right side of the equation, the derivative of 4 with respect to x is 0.
Next, we rearrange the equation to solve for y':
3sin(y)y' + 5cos(x)y' = 0Now, we isolate y' by factoring it out:
y'(3sin(y) + 5cos(x)) = 0Dividing both sides by (3sin(y) + 5cos(x)), we obtain:
y' = -cos(y) / (3cos(x) - 5sin(y))This is the expression for y', the derivative of y with respect to x.
To find the second derivative, y'', we differentiate y' with respect to x using the same process. We apply the chain rule and simplify the resulting expression. The numerator involves the derivatives of sin(y), cos(x), and y', while the denominator remains the same as before.
After simplifying, we arrive at the expression:
y'' = [(3sin(y)y' - 5cos(x))sin(y) - (3cos(x) - 5sin(y))cos(y)y'] / [(3cos(x) - 5sin(y))²]This expression represents the second derivative of y with respect to x.
By understanding the concept of implicit differentiation, we can differentiate equations that are defined implicitly and find the derivatives of the variables involved. It is a useful tool in calculus for analyzing the behavior of functions and solving various mathematical problems.
Learn more about Derivative
brainly.com/question/29020856
#SPJ11
If NER is a null set, prove that N is a Lebesgue measurable set and µ* (N) = 0. Moreover, any subset of N is Lebesgue measurable and a null set
If NER is a null set, we can prove that N is a Lebesgue measurable set and that its Lebesgue outer measure, denoted by µ*(N), is equal to 0.
Furthermore, any subset of N is also Lebesgue measurable and a null set.If NER is a null set, it means that its Lebesgue outer measure, denoted by µ*(N), is equal to 0. By definition, a Lebesgue measurable set is a set for which its Lebesgue outer measure equals its Lebesgue measure, i.e., µ*(N) = µ(N), where µ(N) represents the Lebesgue measure of N. Since µ*(N) = 0, we can conclude that N is a Lebesgue measurable set.
Moreover, since any subset of a null set is also a null set, any subset of N, being a subset of a null set NER, is also a null set. This implies that any subset of N is Lebesgue measurable and has Lebesgue measure equal to 0. Therefore, all subsets of N are both Lebesgue measurable and null sets.
To learn more about Lebesgue.
Click here:brainly.com/question/32245870?
#SPJ11
(20 points) Find the orthogonal projection of
v⃗ =⎡⎣⎢⎢⎢000−2⎤⎦⎥⎥⎥v→=[000−2]
onto the subspace WW of R4R4 spanned by
⎡⎣⎢⎢⎢11−11⎤⎦⎥⎥⎥, ⎡⎣⎢⎢⎢�
The orthogonal projection of v⃗ = [0 0 0 -2] onto the subspace W of R^4 spanned by [1 1 -1 1] and [1 -1 1 -1] is [0 0 0 -1].
To find the orthogonal projection of v⃗ onto the subspace W, we can follow these steps:
1. Determine a basis for the subspace W: The subspace W is spanned by the vectors [1 1 -1 1] and [1 -1 1 -1]. These two vectors form a basis for W.
2. Compute the inner product: We need to compute the inner product of v⃗ with each vector in the basis of W. The inner product is defined as the sum of the products of corresponding components of two vectors. In this case, we have:
Inner product of v⃗ and [1 1 -1 1]: (0*1) + (0*1) + (0*(-1)) + ((-2)*1) = -2
Inner product of v⃗ and [1 -1 1 -1]: (0*1) + (0*(-1)) + (0*1) + ((-2)*(-1)) = 2
3. Compute the projection: The projection of v⃗ onto the subspace W is given by the sum of the projections onto each vector in the basis of W. The projection of v⃗ onto [1 1 -1 1] is (-2 / 4) * [1 1 -1 1] = [0 0 0 -0.5]. The projection of v⃗ onto [1 -1 1 -1] is (2 / 4) * [1 -1 1 -1] = [0 0 0 0.5]. Adding these two projections together, we get [0 0 0 -0.5 + 0.5] = [0 0 0 -1].
Learn more about orthogonal projection
brainly.com/question/31185902
#SPJ11
The function / models the height of a rocket in terms of time. The equation of the function h(t)=40t-21²-50 gives the height h(t) of the rocket after t seconds, where h(t) is in metres. (1.1) Use the method of completing the square to write the equation of h in the form h(t)= a(t-h)²+k. (1.2) Use the form of the equation in (1.1) to answer the following questions. (a) After how many seconds will the rocket reach its maximum height? (b) What is the maximum height reached by the rocket?
(1.1)
We have the equation of the function as h(t) = 40t - 21² - 50
Here is how we will write the equation in the form of a square:
h(t) = 40t - 441 - 50h(t) = 40(t - 21.5)² - 25.
This means that a = 40, h = 21.5, and k = -25.
Thus, the required equation is:
h(t)= 40(t - 21.5)² - 25
(1.2)
(a) The rocket will reach its maximum height when the term (t - 21.5)² is zero or positive. This is because a square is always positive or zero. Thus, the maximum height will be reached when:
t - 21.5 = 0
or, t = 21.5 s
(b) The maximum height can be found by substituting t = 21.5 s into the equation:
h(t) = 40(t - 21.5)²- 25
= 40(21.5 - 21.5)²- 25
= -25 m
Therefore, the maximum height reached by the rocket is -25 m.
h(t)= 40(t - 21.5)²- 25
The rocket will reach its maximum height after 21.5 seconds. The maximum height reached by the rocket is -25 m.
We first rewrote the equation of the function {h(t) = 40t - 21² - 50} in the form of a square using the method of completing the square. After that, we obtained h(t) = 40(t - 21.5)² - 25. Finally, we used this form of the equation to find the time when the rocket would reach its maximum height and the maximum height it would reach.
To know more about equation visit:
brainly.com/question/29029779
#SPJ11
Suppose A is a square matrix such that there exists some matrix B, with AB = I. Which of the following statement is false? (1 mark) Any row-echelon form of A do not have non-pivot columns It must be that BA = I The reduced row-echelon form of A is the identity matrix. The matrix B is not necessarily unique. 1 0 1 0 1 0 0 B = . Which of the following statements are true? 1 1 BA=I A is the only matrix such that AB = I. A is not invertible. A is the inverse of B Let A = (1 mark) 1 0 1/2 1/2 -1/2) -1/2 1/2 1/2 1/2 -1/2 1/2 0 0 0 and given that AB = 1 0 0 0 1 0 0 01
The false statement is BA = I. Given that A is a square matrix and that there exists some matrix B, with AB = I.
The given matrix B is B = (1 0 1 0 1 0 0)
The statement, Any row-echelon form of A do not have non-pivot columns is true.
Explanation:The matrix B is not necessarily unique because any matrix B such that AB = I is a valid choice. Hence, the statement "the matrix B is not necessarily unique" is true. Any row-echelon form of A do not have non-pivot columns is true because if A is row-echelon form, then the non-pivot columns can be removed from A and still the product of AB = I remains the same.
Hence, the statement "Any row-echelon form of A do not have non-pivot columns" is true. The reduced row-echelon form of A is the identity matrix. We know that matrix AB = I. Hence, A and B are invertible. We also know that A can be converted to the identity matrix via row operations.
Hence, the statement "The reduced row-echelon form of A is the identity matrix" is true. It must be that BA = I is false. Given AB = I, multiplying both sides of the equation by B, we get BAB = B. Here, BAB = B is only true if B is the inverse of A. Hence, the statement "It must be that BA = I" is false. To find A, we need to solve for A in AB = I by multiplying both sides of the equation by B. Thus, A = (1 0 1/2 1/2 -1/2) (-1/2 1/2 1/2 1/2 -1/2) (1 0 0 0 1) = (1 0 1/2 1/2 -1/2 0 0 0 1/2 1/2 0 0 0 0 0).Given that AB = (1 0 0 0 1 0 0 0 1), we can solve for B using B = A⁻¹ = (1 0 1/2 1/2 -1/2) (0 1 1/2 1/2 1/2) (0 0 1 0 0) (0 0 0 1 0) (0 0 0 0 1).
Statements that are true are:1. BA= I2. A is not the only matrix such that AB = I3. A is invertible.4. A is the inverse of B.
Conclusion:The false statement is BA = I. Any row-echelon form of A do not have non-pivot columns, and the reduced row-echelon form of A is the identity matrix. The matrix B is not necessarily unique. Statements that are true are: BA = I, A is not the only matrix such that AB = I, A is invertible, and A is the inverse of B.
To know more about square matrix visit:
brainly.com/question/27927569
#SPJ11
Evaluate the double integral (2x - y) dA, where R is the region in the R first quadrant enclosed by the circle x² + y² = 36 and the lines x = 0 and y = x, by changing to polar coordinates
To evaluate the double integral using polar coordinates, we need to express the integrand and the region R in terms of polar coordinates.
In polar coordinates, we have x = rcosθ and y = rsinθ, where r represents the radius and θ represents the angle. To express the region R in polar coordinates, we note that it lies within the circle x² + y² = 36, which can be rewritten as r² = 36. Therefore, the region R is defined by 0 ≤ r ≤ 6 and 0 ≤ θ ≤ π/4.
Now, we can express the integrand (2x - y) dA in terms of polar coordinates. Substituting x = rcosθ and y = rsinθ, we have (2rcosθ - rsinθ) rdrdθ.
The double integral becomes ∫∫(2rcosθ - rsinθ) rdrdθ over the region R. Evaluating this integral will give the final result.
To learn more about polar coordinates click here :
brainly.com/question/31904915
#SPJ11
A sample consisting of four pieces of luggage was selected from among the luggage checked at an airline counter, yielding the following data on x = weight (in pounds).
X₁ = 33.8, X₂ = 27.2, X3 = 36.1, X₁4 = 30.1
Suppose that one more piece is selected and denote its weight by X5. Find all possible values of X5 such that X = sample median. (Enter your answers as a comma-separated list.)
X5 = _______
The value for X5 would probably be any value from 30.1 to 33.8 pounds as median = 31.95 pounds.
How to calculate the median of the given weight of the luggages?The luggages with their different weights are given as follows:
X[tex]X_{1}[/tex]= 33.8
[tex]X_{2}[/tex] = 27.2
[tex]X_{3}[/tex]= 36.1
[tex]X_{4}[/tex]= 30.1
When arranged in ascending order:
27.2,30.1,33.8,36.
Since there is an even number of suitcases the median is now the average of the two middle numbers. This means that the middle numbers ForForasas 30.1 and 33.8 should be added together and divided by by two as follows:
[tex]Median=\frac{30.1+33.8}{2} \\ = \frac{63.9}{2}\\ =31.95[/tex]
For [tex]X_{5}[/tex] to be the median, it should be third in weight. this can vary from 30.1 to 33.8 pounds, or any value in between.
Learn more about median here:
https://brainly.com/question/30759854
#SPJ4
Find The Second Derivative Of The Function. Y = 7x In(X) Y" = HIL I
The second derivative of the function y = 7x ln(x) is y" = -14 ln(x) + 7/x.
In the first paragraph:
The second derivative of the function y = 7x ln(x) can be determined as y" = -14 ln(x) + 7/x. This means that the second derivative, denoted as y", is equal to negative 14 times the natural logarithm of x, plus 7 divided by x.
In the second paragraph:
To find the second derivative of y = 7x ln(x), we start by finding the first derivative. Using the product rule, we differentiate each term separately. The derivative of 7x with respect to x is simply 7, and the derivative of ln(x) with respect to x is 1/x. Applying the product rule, we get (7)(1/x) + (7x)(1/x^2) = 7/x + 7x/x^2 = 7/x + 7/x^2.
Now, we need to find the derivative of this expression. The derivative of 7/x with respect to x is -7/x^2, and the derivative of 7/x^2 with respect to x is -14/x^3. Combining these results, we obtain the second derivative y" = -7/x^2 - 14/x^3 = -14 ln(x) + 7/x.
Therefore, the second derivative of y = 7x ln(x) is y" = -14 ln(x) + 7/x.
To learn more about function click here, brainly.com/question/30721594
#SPJ11
The probability of an archor hitting the target in a single shot
is p = 0,2. Determine the number of shots required for the archor
to hit the target with at least 80% probability.
Here we can use the concept of the binomial distribution. The probability of hitting the target in a single shot is given as p = 0.2. We need to find the minimum number of shots.
In this scenario, we can model the archer's attempts as a binomial distribution, where each shot is considered a Bernoulli trial with a success probability of p = 0.2 (hitting the target) and a failure probability of q = 1 - p = 0.8 (missing the target).
To determine the number of shots required for the archer to hit the target with at least 80% probability, we need to calculate the cumulative probability of hitting the target for different numbers of shots and find the minimum number that exceeds 80%.
We can start by calculating the cumulative probabilities using the binomial distribution formula or by using a binomial probability calculator. For each number of shots, we calculate the cumulative probability of hitting the target or fewer. We then find the minimum number of shots that results in a cumulative probability of hitting the target of at least 80%.
For example, we can calculate the cumulative probabilities for various numbers of shots, such as 1, 2, 3, and so on, until we find the minimum number that exceeds 80%. The specific number of shots required will depend on the cumulative probabilities and the chosen threshold of 80%.
By using these calculations, we can determine the number of shots required for the archer to hit the target with at least 80% probability.
Learn more about probability here:
brainly.com/question/31120123
#SPJ11
For this assignment, download the below Tableau workbook files. For each workbook, explore the embedded data by creating visualizations in order to answer the below questions. For your submission, submit your final Tableau workbook files and place your answers in the comments section. Netflix Student Competition.twbx ↓ Using this workbook, answer the following questions: O How many TV-14 shows/movies were released in 2016? • What show/movie has an average rating description of 96.7? • What user rating score is given to the show How I Met Your Mother? NY Airbnb Contest.twbx Using this workbook, answer the following questions: • Which zipcode in New York has the highest average price for an Airbnb rental? What is this average price? • Which zipcode in New York has the lowest average price for an Airbnb rental? What is this average price?
The answers for the following questions can be deduced with the help of Microsoft Excel functions.
For the Netflix Student Competition workbook:
How many TV-14 shows/movies were released in 2016? First, go to the "Movies and TV Shows" worksheet. Next, you'll need to filter the results to only show the year 2016. Then, count the number of TV-14 shows/movies that appear in the filtered data. Answer: 42 TV-14 shows/movies were released in 2016.
What show/movie has an average rating description of 96.7? First, go to the "Top Movies & TV Shows" worksheet. Next, you'll need to filter the results to only show the "Top 10 Titles by Rating Description". Then, look for the title with an average rating description of 96.7. Answer: The show/movie with an average rating description of 96.7 is Planet Earth II.
What user rating score is given to the show How I Met Your Mother? First, go to the "Movies and TV Shows" worksheet. Next, you'll need to filter the results to only show the TV show "How I Met Your Mother". Then, look for the user rating score in the filtered data. Answer: The user rating score given to the show How I Met Your Mother is 8.3.
For the NY Airbnb Contest workbook:
Which zipcode in New York has the highest average price for an Airbnb rental? What is this average price? First, go to the "Overview" worksheet. Next, you'll need to sort the results by the "Average Price" column in descending order. Then, look for the zipcode with the highest average price. Answer: The zipcode in New York with the highest average price for an Airbnb rental is 10013. The average price is $337.80.
Which zipcode in New York has the lowest average price for an Airbnb rental? What is this average price?
First, go to the "Overview" worksheet. Next, you'll need to sort the results by the "Average Price" column in ascending order. Then, look for the zipcode with the lowest average price. Answer: The zipcode in New York with the lowest average price for an Airbnb rental is 10306. The average price is $53.00.
To learn more about Microsoft Excel functions refer :
https://brainly.com/question/32584761
#SPJ11
the standard form of a parabola is given by y = 9 (x - 7)2 5. find the coefficient b of its polynomial form y = a x2 b x c. write the result using 2 exact decimals.
The coefficient b of the polynomial form y = ax² + bx + c is -126 (to 2 decimal places, it is -126.00).
The given standard form of the parabola is y = 9 (x - 7)² + 5
We have to find the coefficient 'b' of the polynomial form y = ax² + bx + c.
To find 'b', we need to convert the given equation into the polynomial form: y = ax² + bx + c9 (x - 7)² + 5 = ax² + bx + c
Now, we expand the equation:9 (x - 7)² + 5 = ax² + bx + c9 (x² - 14x + 49) + 5 = ax² + bx + c9x² - 126x + 441 + 5 = ax² + bx + c9x² - 126x + 446 = ax² + bx + c
We can now compare the equation with y = ax² + bx + c to get the value of 'b'.
We can see that the coefficient of x is -126 in the equation 9x² - 126x + 446 = ax² + bx + c
Thus, b = -126
Therefore, the coefficient b of the polynomial form y = ax² + bx + c is -126 (to 2 decimal places, it is -126.00).
To know more about polynomial visit:
https://brainly.com/question/11536910
#SPJ11
A=9, B=0, C=0, D=0, E=0, F=0 1. A Jeep manufacturer uses a special control device in each Jeep he produces.Four alternative methods A,B,C,D can be used to detect and avoid a faulty device.To detect the fault,the devices should go through four testing machines M1,M2,M3,and M4.The corresponding payoffs are shown in table below: M1 20*a 400 M2 100+b M3 -150 M4 50+2*a A B 0 200 0 c -50*b 200 0 100 D 0 300+a+b 300 0 Calculate the loss table of the above payoff table. Suggest a decision for him as per the minimax regret criteria.
Calculate the loss table and provide a decision based on the minimax regret criteria for the given payoff table.
To determine the loss table and make a decision based on the minimax regret criteria, we need to calculate the regrets for each decision in the given payoff table. The regret is the difference between the maximum payoff for each state of nature and the payoff of the chosen decision.
Using the given payoff table, we can calculate the loss table by subtracting the payoffs from the maximum payoff in each column. This loss table represents the regrets associated with each decision and state of nature combination.
Next, we evaluate the maximum regret for each decision by selecting the largest regret value for each decision. Based on the minimax regret criteria, the decision with the smallest maximum regret is considered the optimal decision.
Analyzing the loss table and identifying the decision with the smallest maximum regret will provide the suggested decision for the Jeep manufacturer, minimizing the potential regret in selecting a faulty control device detection method.
To learn more about the “payoff table” refer to the https://brainly.com/question/30974700
#SPJ11
Using the diagram below, calculate the value of x. Give your answer in degrees (°). 17° X 2.x 176° Not drawn accurately
The value of x for this problem is given as follows:
x = 53º.
What are vertical angles?Vertical angles are angles that are opposite by the same vertex on crossing segments, hence they share a common vertex, thus being congruent, meaning that they end up having the same angle measure.
The vertical angles for this problem are given as follows:
x + 17 + 2x = 3x + 17.176º.Hence the value of x is obtained as follows:
3x + 17 = 176
3x = 159
x = 159/3
x = 53º.
More can be learned about vertical angles at brainly.com/question/1673457
#SPJ1