Prove that every planar graph without a triangle (that is, a cycle of length three) has a vertex of degree three or less. Then, prove that all planar graphs without triangles are four-colorable without using the four-color theorem.

Answers

Answer 1

Every planar graph without a triangle has a vertex of degree three or less, and all planar graphs without triangles are four-colorable.

In a planar graph, each vertex represents a point, and each edge represents a line segment connecting two points. A triangle in a graph is a cycle of length three, which means three vertices are connected in a closed loop. To prove that every planar graph without a triangle has a vertex of degree three or less, we can use the concept of the Handshaking Lemma.

The Handshaking Lemma states that the sum of the degrees of all vertices in a graph is equal to twice the number of edges. In other words, if we add up the degrees of all vertices in a graph and divide the result by 2, we obtain the total number of edges in the graph.

Now, let's assume that every vertex in a planar graph without a triangle has a degree greater than three. If that were the case, the sum of degrees of all vertices would be at least 4 times the number of vertices (since each degree is greater than 3). However, in a planar graph, the number of edges is at most 3 times the number of vertices (known as Euler's formula).

This leads to a contradiction because the sum of degrees would be greater than twice the number of edges, which violates the Handshaking Lemma.

Therefore, there must exist at least one vertex in the planar graph with a degree of three or less. This vertex can be removed, along with its incident edges, without creating any triangles. By repeating this process, we can eventually remove all vertices with degrees greater than three, resulting in a graph where every vertex has a degree of three or less.

Now, let's prove that all planar graphs without triangles are four-colorable without using the four-color theorem. A four-coloring of a graph is an assignment of one of four colors to each vertex, such that no two adjacent vertices have the same color.

Since we have established that every planar graph without a triangle has a vertex of degree three or less, we can start by selecting a vertex with degree three or less and assign it a color. Then, we move to the next vertex and color it with a different color.

Since the graph is planar, each vertex has at most three neighbors, and since we have already colored its neighbors, we can always find a color that is different from its neighbors' colors. By repeating this process for each vertex in the graph, we can ensure that no two adjacent vertices have the same color, resulting in a valid four-coloring.

Learn more about Planar

brainly.com/question/32607121

#SPJ11


Related Questions

The label on a bottle of juice states that the bottle contains 0.5 liters of juice. To determine how many fluid ounces the juice is, Yael uses a calculator and gets the number 16.886543535620053. Discuss whether Yael should describe the amount of juice as 16.886543535620053 fluid ounces, or if not, why not, and what answer would be better.

Answers

Yael should not describe the amount of juice as 16.886543535620053 fluid ounces because it is not a practical or commonly used measurement. A better answer would be to round the number to a more practical and familiar measurement, such as 16.9 fluid ounces.



The number Yael obtained from the calculator is a precise measurement in decimal form. However, fluid ounces are a more commonly used measurement in everyday life, and it would be more practical to express the amount of juice in a rounded, familiar measurement.

Yael should not describe the amount of juice as 16.886543535620053 fluid ounces because it is not a practical or commonly used measurement. While the number is accurate, fluid ounces are typically expressed in rounded, familiar measurements.

It would be more appropriate for Yael to round the number to a more practical measurement, such as 16.9 fluid ounces. This would make it easier for others to understand the amount of juice in relation to other commonly used measurements.

To know more about Measurement visit.

https://brainly.com/question/28913275

#SPJ11

Describe the transformation of \( f(x) \) to get \( g(x) \) if \( g(x)=f(x+2) \).

Answers

The transformation of f(x) to get g(x) if g(x)=f(x+2) is that g(x) is the same as f(x) but shifted horizontally by two units to the left.

In other words, the graph of g(x) will have all the same points as the graph of f(x), but each point will be shifted two units to the left.

For example, if f(3) = 5, then g(1) = 5.

This is because when x = 1 in g(x), x + 2 = 3, so g(1) = f(3) = 5.

Similarly, if f(-2) = 4, then g(-4) = 4.

This is because when x = -4 in g(x), x + 2 = -2, so g(-4) = f(-2) = 4.

In general, to graph g(x) from f(x), you would take the graph of f(x) and shift it two units to the left.

Learn more about transformation from the given link

https://brainly.com/question/29788009

#SPJ11

The count in a bateria culture was initially 400 , and after 35 minutes the population had increased to 1300. Find the doubling time. Round to two decimal places. minutes Find the population after 90 minutes. Round to the nearest whole number bacteria When will the population reach 10000 ? Round to two decimal places. minutes

Answers

The doubling time is approximately 21.47 minutes, the population after 90 minutes is approximately 10328, and the population will reach 10000 bacteria in approximately 151.15 minutes.

To find the doubling time, we can use the formula:

Doubling time = (time taken × log(2)) / log(population after time taken ÷ initial population)

Let's calculate the doubling time using the given information:

Initial population = 400
Population after 35 minutes = 1300

Doubling time = (35 × log(2)) / log(1300 ÷ 400)

Using a calculator, the doubling time is approximately 21.47 minutes (rounded to two decimal places).

Next, let's find the population after 90 minutes. To do this, we'll use the formula for exponential growth:

Population after time t = Initial population × (2^(t / doubling time))

Substituting the given values:

Initial population = 400
Time = 90 minutes
Doubling time = 21.47 minutes (rounded from the previous calculation)

Population after 90 minutes = 400 × (2^(90 / 21.47))

Using a calculator, the population after 90 minutes is approximately 10328 (rounded to the nearest whole number).

Lastly, let's determine when the population will reach 10000 bacteria. We can rearrange the exponential growth formula to solve for time:

Time = doubling time × (log(population / initial population) / log(2))

Substituting the given values:

Initial population = 400
Population = 10000
Doubling time = 21.47 minutes (rounded from the previous calculation)

Time = 21.47 × (log(10000 / 400) / log(2))

Using a calculator, the time it takes for the population to reach 10000 bacteria is approximately 151.15 minutes (rounded to two decimal places).

So, the doubling time is approximately 21.47 minutes, the population after 90 minutes is approximately 10328, and the population will reach 10000 bacteria in approximately 151.15 minutes.

Know more about decimal places here:

https://brainly.com/question/30650781

#SPJ11

1. Assume that there are 50 students that took the exam statistics and economics. Out of these
students 20 passed in statistics, 15 passed in economics and 18 failed in both subjects. If out
of these students one student is selected at random. Find the probability that the student:
A. Passed both exams. B. Failed only in statistics. C. Failed in statistics or
economics

Answers

Given: Total students = 50, Passed in statistics (S) = 20, Passed in economics (E) = 15, Failed in both subjects (B) = 18,   A student is selected at random. So, A. The probability that the student passed both exams is 0.52, B. The probability that the student failed only in statistics is 0.24, C. The probability that the student failed in statistics or economics is 0.02

We need to find the probability of the following events: A. Passed both exams. B. Failed only in statistics. C. Failed in statistics or economics.

Solution: Probability of a student passed in both subjects (A) = P(S ∩ E)

We can use the formula for the probability of the intersection of two events: P(S ∩ E) = P(S) + P(E) – P(S ∪ E) Here, P(S) = Passed in statistics = 20/50 = 0.4

P(E) = Passed in economics = 15/50 = 0.3

P(S ∪ E) = Passed in statistics or economics Or P(S ∪ E) = P(S) + P(E) – P(S ∩ E) ⇒ 0.4 + 0.3 – P(S ∩ E) = 0.7 – P(S ∩ E)⇒ P(S ∩ E) = 0.7 – 0.18 = 0.52. Therefore, the probability of a student passed in both subjects is 0.52.

Probability of failed only in statistics (B')P(B') = Failed in statistics only = Total failed in statistics – Failed in both subjects = (50 - 20) - 18= 12. Probability of failing in statistics or economics (B ∪ E)P(B ∪ E) = P(B) + P(E) – P(B ∩ E)

Here, P(B) = Failed in statistics only = 12/50 = 0.24, P(E) = Failed in economics only = (50 - 15 - 18)/50 = 0.14,

P(B ∩ E) = Failed in both subjects = 18/50 = 0.36

P(B ∪ E) = 0.24 + 0.14 - 0.36 = 0.02. Therefore, the probability of failing in statistics or economics is 0.02. Answer: A. The probability that the student passed both exams is 0.52, B. The probability that the student failed only in statistics is 0.24, C. The probability that the student failed in statistics or economics is 0.02

For more questions on: probability

https://brainly.com/question/30390037

#SPJ8

Beer's Law concerns radiation absorbance: A=ECL A= absorbance E= constant related to the material c= concentration L= path length Calculate the constant for an absorbance of 18.1, a concentration of 1.3, and a path length of 6.7. Round to 1 decimal place. E=

Answers

To calculate the constant (E) in Beer's Law, we can rearrange the formula as follows:

A = ECL

We are given the following values:

Absorbance (A) = 18.1

Concentration (c) = 1.3

Path Length (L) = 6.7

Substituting these values into the equation, we have:

18.1 = E * 1.3 * 6.7

To find E, we can isolate it by dividing both sides of the equation by (1.3 * 6.7):

E = 18.1 / (1.3 * 6.7)

E ≈ 2.02 (rounded to 1 decimal place)

Therefore, the constant (E) for the given parameters is approximately 2.02.

#SPJ11

Learn more about Beer's Law:

https://brainly.com/question/18591932

Compute the determinant of the matrix by cofactor expansion.
[-4 4 -4 2]
[0 -1 2 -2]
[ 0 3 0 0]
[0 -3 1 4]
a 0
b -120
c -30
d 120

Answers

The value of the determinant is 66.Option d is the correct option.

The given matrix A is a 4x4 matrix with the following elements:

$$A = \begin{bmatrix}-4&4&-4&2\\0&-1&2&-2\\0&3&0&0\\0&-3&1&4\\\end{bmatrix}$$

To find the determinant of the matrix, we can use the cofactor expansion method. Expanding the second row of the matrix, we can express the determinant as the sum of four terms involving the cofactors of the matrix elements.

1. By expanding the second row of the matrix, we have:

$$|A| = a_{21}(-1)^{2+1}\begin{vmatrix}a_{32}&a_{33}&a_{34}\\a_{42}&a_{43}&a_{44}\\a_{52}&a_{53}&a_{54}\\\end{vmatrix} + a_{22}(-1)^{2+2}\begin{vmatrix}a_{31}&a_{33}&a_{34}\\a_{41}&a_{43}&a_{44}\\a_{51}&a_{53}&a_{54}\\\end{vmatrix} + a_{23}(-1)^{2+3}\begin{vmatrix}a_{31}&a_{32}&a_{34}\\a_{41}&a_{42}&a_{44}\\a_{51}&a_{52}&a_{54}\\\end{vmatrix} + a_{24}(-1)^{2+4}\begin{vmatrix}a_{31}&a_{32}&a_{33}\\a_{41}&a_{42}&a_{43}\\a_{51}&a_{52}&a_{53}\\\end{vmatrix}$$

2. Simplifying the expression, we calculate the determinants of the smaller matrices.

3. We obtain:

$$|A| = \begin{vmatrix}4&-4&2\\3&0&0\\-3&1&4\\\end{vmatrix} = 4\begin{vmatrix}0&0\\1&4\\\end{vmatrix} + 4\begin{vmatrix}-4&2\\1&4\\\end{vmatrix} - 2\begin{vmatrix}-4&2\\0&0\\\end{vmatrix}$$

4. Evaluating the determinants of the smaller matrices, we have:

$$|A| = 4(0\times4 - 0\times1) - 4(-4\times4 - 2\times1) - 2(0\times(-4) - 0\times2) = 0 - (-66) - 0 = 66$$

Hence, the value of the determinant is 66.

Learn more about the determination of matrices and their applications :

https://brainly.com/question/14218479

#SPJ11

Point D is located at (-2,-4) an a ccordinate plane. Part A What are the coordinates of the point that is 5 units to the left of point D? Enter the answer in the boxes.

Answers

The point that is 5 units to the left of (-2,-4) is (-7,-4).


To find the x-coordinate of the new point, we subtract 5 from the x-coordinate of (-2,-4), which is -2. This gives us -2 - 5 = -7. The y-coordinate remains the same at -4. Therefore, the coordinates of the new point are (-7,-4).

To find the coordinates of the point that is 5 units to the left of (-2,-4), we need to subtract 5 from the x-coordinate. In this case, the x-coordinate is -2. So, if we subtract 5 from -2, we get -7.

The y-coordinate remains the same at -4. Therefore, the coordinates of the point that is 5 units to the left of (-2,-4) are (-7,-4). When we move to the left on a coordinate plane, the x-coordinate decreases while the y-coordinate remains the same.

To know more about Subtract visit.

https://brainly.com/question/13619104

#SPJ11

Find the length of an arc if the radius of the arc is 7.7 cm and the measure of the arc is 2.25 radians. __ cm (round answer to three decimal places)

Answers

The length of the arc is approximately 17.325 cm.

To find the length of an arc, we can use the formula:

Arc Length = radius * angle

Given that the radius of the arc is 7.7 cm and the measure of the arc is 2.25 radians, we can calculate the length of the arc:

Arc Length = 7.7 cm * 2.25 radians

Arc Length ≈ 17.325 cm

Rounding the answer to three decimal places, the length of the arc is approximately 17.325 cm.

Arc length refers to the length of a portion of a curve or an arc on a circle. It is the measure of the distance along the curve between two endpoints.

To calculate the arc length, you need to know the radius of the circle and the angle subtended by the arc at the center of the circle. The formula for calculating the arc length depends on the angle measurement system used (degrees or radians).

In degrees:

Arc Length = (θ/360) × 2πr

In radians:

Arc Length = θr

Where:

Arc Length is the length of the arc.

θ (theta) is the angle subtended by the arc at the center of the circle.

r is the radius of the circle.

It's important to note that when using degrees, the angle θ should be in degrees, and when using radians, the angle θ should be in radians.

To learn more about arc

https://brainly.com/question/1525312

#SPJ11

Find an equation for the line that is perpendicular to y=2x-19 and passes through (7,-2).

Answers

The equation of the line perpendicular to y = 2x - 19 and passing through (7, -2) is y = (-1/2)x + 3/2.

To find a line that is perpendicular to the given line y = 2x - 19, we need to determine the negative reciprocal of its slope.

The given line has a slope of 2, so the negative reciprocal slope is -1/2.

Using the point-slope form of a linear equation, we can write the equation for the perpendicular line passing through (7, -2) as:

y - y₁ = m(x - x₁),

where (x₁, y₁) represents the coordinates (7, -2), and m is the negative reciprocal slope.

Substituting the values, we have:

y - (-2) = (-1/2)(x - 7),

which simplifies to:

y + 2 = (-1/2)x + 7/2.

Rearranging the equation, we get:

y = (-1/2)x + 7/2 - 2,

y = (-1/2)x + 7/2 - 4/2,

y = (-1/2)x + 3/2.

To know more about perpendicular:

https://brainly.com/question/12746252


#SPJ11

how do you find the area of ABC

Answers

Step-by-step explanation:

Using Pyhtagorean Theorem,  calculate length  BD

  then you have two right triangles' areas to add together

       area = 1/2 *  Leg1 * Leg2

(k,3) and (−2,−3) are two elements in the set {(x,y)∣y=ax+5 where a,x,y∈R¹} a. Find the value of a. [Type your response or paste your work] b. Find the value of k. [Type your response or paste your work]

Answers

a = (-2/k), and k = -1

The set can be defined as {(x,y)|y = ax + 5}. Given that (k,3) and (−2,−3) are two elements of the set,{(k,3)|3 = ak + 5} and {(−2,−3)|−3 = a(-2) + 5}a. Finding the value of a by substituting values of x and y in the equation above yields 3 = ak + 5Subtracting both sides of the equation by 5 yields: ak = -2Thus, a = (-2/k) b. To find the value of k, substitute k in the equation obtained above: -2 = a(k) = (−2/k) k = -1. Therefore, k = -1. Answer: a) a = (-2/k), and b) k = -1

To know more about sets: https://brainly.com/question/13458417

#SPJ11

The sum of interior angles in a closed traverse that has n sides can be calculated by the following formula: (note, n is the number of sides of the traverse, such as n=3 for a three sided traverse of n=4 for a four sided traverse) sum(interior angles) =n−2*180 sum(interior angles )=n−2*90 sum(interior angles) =(n−2)*180 sum(interior angles )=(n−2)*90

Answers

The sum of interior angles in a closed traverse with n sides can be calculated using the formula (n-2) * 180 degrees or (n-2) * 90 right angles.

The formula to calculate the sum of interior angles in a closed traverse with n sides is (n-2) * 180 degrees. This formula can also be expressed as (n-2) * 90 degrees if you want to calculate the sum in right angles.

1. To find the sum of interior angles, subtract 2 from the number of sides (n-2).
2. Multiply the result by 180 if you want the sum in degrees, or by 90 if you want the sum in right angles.

For example, let's say we have a closed traverse with 6 sides (hexagon). Using the formula, we can calculate the sum of interior angles:
(n-2) * 180 = (6-2) * 180 = 4 * 180 = 720 degrees.
In summary, to calculate the sum of interior angles in a closed traverse with n sides, use the formula (n-2) * 180 degrees or (n-2) * 90 right angles.

To know more about Hexagon visit.

https://brainly.com/question/4083236

#SPJ11

Fatima Sheroud sells children’s clothing for The Grasshopper Shoppe. She is paid weekly on a straight commission of 4% on sales of $5,000. 00 or less and 5% on sales in excess of $5,000. 0. One week Fatima had a gross pay of $594. 50. What were her total sales for that week?

Answers

To find Fatima's total sales for the week, we can use the given information about her commission rates and gross pay.Fatima's total sales for that week were $12,890.

Let's assume Fatima's total sales for the week were x dollars. We can break down her commission calculation into two parts based on the sales thresholds:

Sales of $5,000 or less: The commission rate for this portion is 4%. The commission earned on this part of the sales is 0.04 * $5,000 = $200.

Sales in excess of $5,000: The commission rate for this portion is 5%. The commission earned on this part of the sales is 0.05 * (x - $5,000).

The total commission earned by Fatima is the sum of the commissions from both parts:

Total Commission = $200 + 0.05 * (x - $5,000)

Given that Fatima's gross pay is $594.50, we can set up the equation:

$594.50 = $200 + 0.05 * (x - $5,000)

Simplifying the equation:

$394.50 = 0.05 * (x - $5,000)

Dividing both sides by 0.05:

$7,890 = x - $5,000

x = $7,890 + $5,000

x = $12,890

Therefore, Fatima's total sales for that week were $12,890.

Learn more about commission here

https://brainly.com/question/28622492

#SPJ11

The length of the slope of a mountain is 2720 m, and it makes an
angle of 14.9° with the horizontal. What is the height of the
mountain (in m), relative to its base?

Answers

The height of the mountain relative to its base is approximately 665.512 meters.

To find the height of the mountain relative to its base, we can use trigonometry and the given information.

We are given:

Length of the slope (adjacent side) = 2720 m

Angle of the slope with the horizontal = 14.9°

The height of the mountain (opposite side) is what we need to determine.

Using the trigonometric function tangent:

tan(angle) = opposite/adjacent

In this case, the angle is 14.9°, so we have:

tan(14.9°) = opposite/2720

To find the opposite side (height), we rearrange the equation:

opposite = tan(14.9°) * 2720

Using a calculator, we can calculate the value:

opposite ≈ 665.512

Therefore, the mountain is roughly 665.512 metres tall as compared to its base.

Learn more about trigonometric function on:

https://brainly.com/question/25618616

#SPJ11

How would you plot (x, y) data to get a straight line, and how
would you determine a and
b for the equation: log(y) = a(x-1)^3 + b ?

Answers

In order to plot (x, y) data to get a straight line, it is necessary to take logarithms of both sides of the given function. Then the equation will be converted into a straight line equation which can be plotted onto the graph easily. Also, determining a and b for the given equation is quite simple. How would you plot (x, y) data to get a straight line?

To plot (x, y) data to get a straight line, it is necessary to take logarithms of both sides of the given function as follows: log(y) = a(x-1)^3 + b log e y = a(x-1)^3 + bIf we let Y = log(y) and X = x - 1, then our equation will become;Y = aX³ + bThis equation is linear in form and can easily be plotted onto the graph. To get the straight line, we will take log of the y-axis and plot the graph between the values of Y and X. How would you determine a and b for the equation: log(y) = a(x-1)^3 + b?The values of a and b for the given equation can be determined by comparing the equation with the equation of straight line which is given as;Y = mx + cThe equation of the given line is Y = aX³ + b, where X = x - 1 and Y = log(y).Therefore, Y = log(y) and X³ = (x - 1)³We can write our equation in the form of Y = mx + c as;Y = a(x-1)³ + bWe compare this equation with the equation of the straight line given above, Y = mx + c.Here, a is the slope of the graph which can be determined by taking three points from the graph. Whereas, b is the y-intercept of the line which can be determined by drawing the line parallel to the x-axis. Therefore, by following the aforementioned procedure, the values of a and b can be determined.

log(y) = a(x-1)^3 + b and plot (x, y) : https://brainly.com/question/10662770

#SPJ11

Answer in Interval Notation
4x² + 5x > 6
|2-5x/7| ≤ 1

Answers

The solutions in interval notation are:

1) 4x² + 5x > 6: (1/2, +∞)

2) |2 - 5x/7| ≤ 1: [7/5, 21/5]

To express the solutions in interval notation, we first solve each inequality separately.

1) 4x² + 5x > 6:

To solve this quadratic inequality, we can first find the critical points by setting the expression equal to zero:

4x² + 5x - 6 = 0

Factoring the quadratic equation, we get:

(2x - 1)(2x + 6) > 0

Now we can analyze the signs of each factor and determine the intervals where the inequality is satisfied:

For (2x - 1) > 0, x > 1/2

For (2x + 6) > 0, x > -3/2

Since both factors are positive, the inequality is satisfied for x > 1/2 and x > -3/2. Taking the intersection of these intervals, we have:

x > 1/2

Therefore, the solution to 4x² + 5x > 6 in interval notation is (1/2, +∞).

2) |2 - 5x/7| ≤ 1:

To solve this absolute value inequality, we consider two cases:

Case 1: 2 - 5x/7 ≥ 0

In this case, we have |2 - 5x/7| = 2 - 5x/7, so the inequality becomes:

2 - 5x/7 ≤ 1

Solving for x, we get:

-5x/7 ≤ -1

x ≥ 7/5

Case 2: 2 - 5x/7 < 0

In this case, we have |2 - 5x/7| = -(2 - 5x/7), so the inequality becomes:

-(2 - 5x/7) ≤ 1

Solving for x, we get:

-2 + 5x/7 ≤ 1

5x/7 ≤ 3

x ≤ 21/5

Taking the intersection of the solutions from both cases, we have:

x ≥ 7/5 and x ≤ 21/5

Therefore, the solution to |2 - 5x/7| ≤ 1 in interval notation is [7/5, 21/5].

In summary:

1) 4x² + 5x > 6: (1/2, +∞)

2) |2 - 5x/7| ≤ 1: [7/5, 21/5]

learn more about "equation":- https://brainly.com/question/29174899

#SPJ11

Find the arc length s, of an arc with central angle θ=315∘ and radius r=4 cm. a) 7π/4 cm b) 7π/2 cm c) 14πcm d) 2520πcm e) 7πcm f) None of the above.

Answers

The arc length of the given arc is 7π cm. The correct answer is e) 7π cm.

To find the arc length of an arc, you can use the formula:

s = θ * r

Where:
s is the arc length,
θ is the central angle in radians, and
r is the radius.

In this case, the central angle θ is given as 315∘. To use the formula, we need to convert this angle to radians. Remember that 180∘ is equal to π radians.

To convert 315∘ to radians, we can use the conversion factor:

π radians / 180∘

So, 315∘ is equal to:

315∘ * (π radians / 180∘) = 7π/4 radians

Now we can substitute the values into the formula:

s = (7π/4) * 4 cm

Simplifying the equation, we have:

s = 7π cm

Therefore, the arc length of the given arc is 7π cm.

The correct answer is e) 7π cm.

Know more about arc length here:

https://brainly.com/question/29141691

#SPJ11

In an End Centered Bravais lattice, the number of lattice points per unit cell is A) 6 B) 2 C) none of the choices shown D) 4

Answers

In an end-centered Bravais lattice, the number of lattice points per unit cell is 4.

An end-centered Bravais lattice is a Bravais lattice that includes one or two additional lattice points in the body-centered cubic (BCC) and face-centered cubic (FCC) unit cells' conventional cells. Consider a cubic unit cell with atoms at each corner. In the cubic unit cell, a lattice point is located at each corner. The conventional unit cell of the BCC structure contains two atoms, one at each corner and one at the cell center. A conventional unit cell for FCC contains four atoms, with one at each corner and one in the center of each face. In an end-centered lattice, one or two additional lattice points are added to the conventional cell's body center or face centers. Each additional lattice point is situated on one of the conventional cell's faces' centers and has a fractional coordinate of 1/2 in the appropriate direction. There are two lattice points in an end-centered cell.

Lattice points are a set of points in a particular pattern, such as a crystal lattice, that are identical in every direction. The location of the lattice points is used to define a Bravais lattice. A Bravais lattice is an infinite array of discrete points in a space that are related to each other by a set of translation vectors.

end-centered Bravais lattice, and  lattice points: https://brainly.com/question/33732420

#SPJ11

HELP ASAP.

A biologist is studying the growth of a particular species of algae. She writes the following equation to show the radius of the algae, f(d), in mm, after d days:

f(d) = 7(1.06)d

Part A: When the biologist concluded her study, the radius of the algae was approximately 13.29 mm. What is a reasonable domain to plot the growth function? (4 points)

Part B: What does the y-intercept of the graph of the function f(d) represent? (2 points)

Part C: What is the average rate of change of the function f(d) from d = 4 to d = 11, and what does it represent?

Answers

Part A: The reasonable domain for the growth function is d ≥ 0, allowing for positive days and future growth.

Part B: The y-intercept is 7, indicating the initial radius of the algae when the study began.

Part C: The average rate of change from d = 4 to d = 11 is approximately 0.55 mm/day, representing the daily increase in radius during that period.

Part A: To determine a reasonable domain to plot the growth function, we need to consider the context of the problem. The biologist's equation for the radius of the algae is given by f(d) = 7(1.06)^d, where d represents the number of days.

Since time (d) cannot be negative or non-existent, the domain for the growth function should be restricted to positive values.

Additionally, we can assume that the growth function is applicable within a reasonable range of days that align with the biologist's study. It's important to note that the given equation does not impose any upper limit on the number of days.

Based on the information given, a reasonable domain for the growth function would be d ≥ 0, meaning the number of days should be greater than or equal to zero.

This allows us to include the starting point of the study and extends the domain indefinitely into the future, accommodating any potential growth beyond the conclusion of the study.

Part B: The y-intercept of a function represents the value of the dependent variable (in this case, the radius of the algae) when the independent variable (days, d) is zero. In the given equation, f(d) = 7(1.06)^d, when d = 0, the equation becomes:

f(0) = 7(1.06)^0

f(0) = 7(1)

f(0) = 7

Therefore, the y-intercept of the graph of the function f(d) is 7. In the context of the problem, this means that when the biologist started her study (at d = 0), the radius of the algae was approximately 7 mm.

Part C: To calculate the average rate of change of the function f(d) from d = 4 to d = 11, we need to find the slope of the line connecting the two points on the graph.

Let's evaluate the function at d = 4 and d = 11:

f(4) = 7(1.06)^4

f(4) ≈ 7(1.26)

f(4) ≈ 8.82 mm

f(11) = 7(1.06)^11

f(11) ≈ 7(1.81)

f(11) ≈ 12.67 mm

The average rate of change (slope) between these two points is given by the difference in y-values divided by the difference in x-values:

Average rate of change = (change in y) / (change in x)

= (12.67 - 8.82) / (11 - 4)

= 3.85 / 7

≈ 0.55 mm/day

The average rate of change of the function f(d) from d = 4 to d = 11 is approximately 0.55 mm/day. This represents the average daily increase in the radius of the algae during the period from day 4 to day 11.

For more question on domain visit:

https://brainly.com/question/26098895

#SPJ8

Radioactive decay can be described by the following equation lnA=lnA0​−kt where A0​ is the original amount of the substance, A is the amount of the substance remaining after time t, and k is a constant that is characteristic of the substance. For the radioactive isotope strontium- 80 , k is 4.08×10−1 bours −1. If the original amount of strontium-80 in a sample is 62.1mg, how much strontium- 80 remains after 1.59 hours have passed? mg 5 question attempts remaining

Answers

After 1.59 hours, the amount of strontium-80 remaining can be calculated using the equation lnA = lnA0 - kt.

Given that the original amount of strontium-80 (A0) is 62.1 mg and the decay constant (k) is 4.08×10^(-1) hours^(-1), we can substitute these values into the equation and solve for A.

lnA = ln(62.1) - (4.08×10^(-1) × 1.59)

A = e^(ln(62.1) - (4.08×10^(-1) × 1.59))

Using a calculator, we can compute the value of A to find the amount of strontium-80 remaining after 1.59 hours.

After evaluating the above expression, we find that the amount of strontium-80 remaining after 1.59 hours is approximately 25.9 mg.

Learn more about radioactive decay.

brainly.com/question/1770619

#SPJ11

Problem 5. (2 points) Let f(x) = 7x−3 and g(x) = x 2 −4x+5. Then
(f ◦ g)(x) = , (g ◦ f)(x) = . Answer(s) submitted:

Answers

(g ◦ f)(x) = 49x^2 - 70x + 26.

To find (f ◦ g)(x), we need to substitute g(x) into f(x).

First, let's find g(x):

g(x) = x^2 - 4x + 5

Now, substitute g(x) into f(x):

f(g(x)) = 7(g(x)) - 3
        = 7(x^2 - 4x + 5) - 3
        = 7x^2 - 28x + 35 - 3
        = 7x^2 - 28x + 32

So, (f ◦ g)(x) = 7x^2 - 28x + 32.

To find (g ◦ f)(x), we need to substitute f(x) into g(x).

First, let's find f(x):

f(x) = 7x - 3

Now, substitute f(x) into g(x):

g(f(x)) = (f(x))^2 - 4(f(x)) + 5
        = (7x - 3)^2 - 4(7x - 3) + 5
        = (49x^2 - 42x + 9) - (28x - 12) + 5
        = 49x^2 - 42x + 9 - 28x + 12 + 5
        = 49x^2 - 70x + 26

So, (g ◦ f)(x) = 49x^2 - 70x + 26.

Know more about substitute here:

https://brainly.com/question/29383142

#SPJ11

Callie wants to build a fence halfway between her house and her neighbor's house. Callie's house is 10yd and it's 28yd between the neighbors yard.
How far away from Callie's house should the fence be built?

Answers

The fence should be built 19 yards away from Callie's house.

To find out the distance the fence should be built away from Callie's house, we have to use the following formula: D = (a + b) / 2. Where D represents the distance from Callie's house, a represents the length of Callie's house, and b represents the length of the neighbor's house. Now we can substitute the values in the given formula: D = (a + b) / 2D = (10 yd + 28 yd) / 2D = 38 / 2D = 19. Therefore, the fence should be built 19 yards away from Callie's house.

To know more about distance: https://brainly.com/question/17962336

#SPJ11

Final answer:

To build the fence halfway between her and her neighbor's house, Callie needs to find the midpoint of the distance between the two houses. Since the total distance is 28 yards, dividing this by 2 gives us 14 yards. Therefore, the fence should be built 14 yards away from Callie's house.

Explanation:

If Callie wants to build a fence halfway between her house and her neighbor's house, she needs to find the midpoint of the distance between the two houses. Since the distance between the two houses is 28 yards, the halfway point would be half of this distance. To calculate the halfway point, she would divide the total distance by 2:

28yd ÷ 2 = 14yd

Therefore, the fence should be built 14 yards away from Callie's house.

Learn more about halfway point here:

https://brainly.com/question/37988631

#SPJ12

The plan of a piece of land is drawn to the scale 1 : 4000. What
is its actual area and its perimeter?

Answers

The actual perimeter of the land is 4000P meters. Answer: Actual area of land = 16000000A square units and the actual perimeter of land = 4000P meters.

Given: The plan of a piece of land is drawn to the scale 1:4000.Solution:The scale of a map is the ratio between the distances on the map and the corresponding distances on the ground. The actual distance or area is calculated by multiplying the map distance or area by the map scale. Let's calculate the actual area of the land:Assume, the area of the land on the map is A square units. Area of land on the ground= Actual area= 4000 × 4000 A = 16000000 A square units. The actual area of the land is 16000000A square units. Now, let's calculate the actual perimeter of the land: Let, the perimeter of the land on the map is P units. The actual perimeter of the land= Actual perimeter= 4000 P meters.

Let's learn more about perimeter:

https://brainly.com/question/19819849

#SPJ11

The formula ω= θ/t can be rewritten as θ=ωt. Using ot for θ changes s=rθ to s=rωt. Use the formula s= rot to find the value of the missing variable. s=7πcm,r=2 cm,ω= π/6 radian per sec t=sec (Type an integer or a fraction.)

Answers

The missing variable is 3.5 cm.

To find the value of the missing variable in the equation s = rot, where s = 7π cm, r = 2 cm, ω = π/6 radian per second, and t = sec, we can substitute the given values into the equation and solve for the missing variable.

Using the formula s = rot, we have 7π cm = (2 cm) * ω * t.

Substituting the value of ω = π/6 radian per second, we get 7π cm = (2 cm) * (π/6 radian per second) * t.

We can simplify the equation by canceling out the units of cm and radians, leaving us with 7π = (2/6) * π * t.

Next, we can cancel out the common factor of π and simplify further to get 7 = (1/3) * t.

To isolate t, we multiply both sides of the equation by 3, giving us 21 = t.

Therefore, the missing variable t is equal to 21 seconds.

By substituting s = 7π cm, r = 2 cm, ω = π/6 radian per second, and t = 21 seconds into the equation s = rot, we find that 7π cm = (2 cm) * (π/6 radian per second) * 21 seconds, which confirms the validity of our solution.The given formulas are:ω = θ/t ---------(1)θ = ωt -----------(2)s = rθ ------------(3)Putting the values of r and ω in the formula s = rωt, we get:s = 2 × (π/6) × ts = (π/3)ts = rtso, 7π = 2π/3ts = (2/3) tPutting the values of s and r in the formula s = rt, we get:7π = 2tπ/3t = 7/2 cm = 3.5 cmHence, the missing variable is 3.5 cm.

Learn more about  variable :

https://brainly.com/question/29430246

#SPJ11

Consider the following normal form game: L U 0,0 D 2-3 R 2, -2 1,-1 Assume that x > 0. Moreover, assume that Player Row chooses U with probability p and Player Column chooses L with probability q. a) Derive and plot players' best response functions (p on the horizontal axis and q on the vertical axis). b) Find all the Nash equilibria (pure and mixed strategies) of the above game. Illustrate your answer in a graph (p on the horizontal axis and q on the vertical axis. Comment. Consider now the following two-player simultaneous-move game, called the rock-paper-scissors-lizard game. R stands for rock, P for paper, S for scissors, and L for lizard. R beats S but loses against P and L; P beats R but loses against S and L; S beats P and L but loses against R; L beats R and P but loses against S. The payoff for winning is 1 and that for losing is -1; when both players choose the same strategy they each get 0. Assume that Player Row chooses R with probability r, P with probability p, and S with probability $ (similarly for Player Column). c) Write down the normal form representation of the game. d) Find all the Nash equilibria (pure and mixed strategies) of the game. Comment.

Answers

(a) Player Column's best response is given by:

BR_Column(p) = { L if p < 1/2, R if p > 1/2 (indifferent if p = 1/2)

(b) Where both players are indifferent between their available strategies.

(c)  The normal form representation of the game is above.

(d) No player can gain an advantage by deviating from this strategy.

This equilibrium results in an expected payoff of 0 for each player.

(a) To derive the best response functions, we need to find the strategies that maximize the payoffs for each player given the mixed strategy of the other player.

Player Row's best response function:

If Player Column chooses L with probability q, Player Row's expected payoff for choosing U is 0q + 2(1-q) = 2 - 2q.

If Player Column chooses R with probability 1-q, Player Row's expected payoff for choosing U is 0*(1-q) + 1*q = q.

Therefore, Player Row's best response is given by:

BR_Row(q) = { U if q < 1/3, D if q > 1/3 (indifferent if q = 1/3)

Player Column's best response function:

If Player Row chooses U with probability p, Player Column's expected payoff for choosing L is 0p + 2(1-p) = 2 - 2p.

If Player Row chooses D with probability 1-p, Player Column's expected payoff for choosing L is 0*(1-p) + (-1)*p = -p.

Therefore, Player Column's best response is given by:

BR_Column(p) = { L if p < 1/2, R if p > 1/2 (indifferent if p = 1/2)

Plotting the best response functions on a graph with p on the horizontal axis and q on the vertical axis will result in two line segments: BR_Row(q) is horizontal at U for q < 1/3 and horizontal at D for q > 1/3, while BR_Column(p) is vertical at L for p < 1/2 and vertical at R for p > 1/2.

The two segments intersect at the point (p, q) = (1/2, 1/3).

(b) To find the Nash equilibria, we look for the points where the best response functions intersect. In this case, the only Nash equilibrium is at (p, q) = (1/2, 1/3), where both players are indifferent between their available strategies.

Now let's move on to the rock-paper-scissors-lizard game:

(c) The normal form representation of the game can be written as follows:

    R    P    S    L

------------------------

R | 0,0 -1,1 1,-1 1,-1

P | 1,-1 0,0 -1,1 1,-1

S | -1,1 1,-1 0,0 -1,1

L | -1,1 -1,1 1,-1 0,0

(d) To find the Nash equilibria, we look for any strategy profiles where no player can unilaterally deviate to improve their payoff.

In this game, there are no pure strategy Nash equilibria since each strategy can be countered by another strategy with a higher payoff.

However, there is a mixed strategy Nash equilibrium where each player chooses their actions with equal probabilities: r = p = s = l = 1/4.

In this case, no player can gain an advantage by deviating from this strategy.

This equilibrium results in an expected payoff of 0 for each player.

In summary, the rock-paper-scissors-lizard game has a unique mixed strategy Nash equilibrium where each player randomly chooses their actions with equal probabilities.

Learn more about Nash equilibrium from this link:

https://brainly.com/question/29398344

#SPJ11

A water wheel has a radius of 17 feet. The wheel is rotating at 15 revolutions per minute. Find the linear speed, in feet per minute, of the water.

Answers

The linear speed of the water in the water wheel is 510π feet per minute.

To calculate the linear speed of the water, we need to determine the circumference of the wheel and then multiply it by the number of revolutions per minute.

The circumference of a circle can be found using the formula C = 2πr, where C represents the circumference and r represents the radius of the circle. In this case, the radius of the water wheel is 17 feet.

C = 2π × 17

  = 34π feet

Next, we multiply the circumference by the number of revolutions per minute to find the linear speed:

Linear speed = C × revolutions per minute

                = 34π × 15

                = 510π feet per minute

Therefore, the linear speed of the water in the water wheel is 510π feet per minute.

To know more about calculating linear speed, refer here:

https://brainly.com/question/30397189#

#SPJ11

A car is driving away from a crosswalk. The formula d=t^2+3t expresses the car's distance from the crosswalk in feet, d, in terms of the number of seconds, t, since the car started moving. a. Suppose t varies from t=1 to t=4. i. Does the car travel at a constant speed over this interval of time? ii. What is the car's average speed over this interval of time? feet per second b. Suppose t varies from t=1.4 to t=2.2. i. Does the car travel at a constant speed over this interval of time? ii. What is the car's average speed over this interval of time? feet per second

Answers

a) i)The derivative of d = t^2 + 3t is d' = 2t + 3.

ii) The average speed over this interval of time is 24 feet / 3 seconds = 8 feet per second.

b) i) The derivative of d = t^2 + 3t is d' = 2t + 3.

ii) The average speed over this interval of time is 8 feet / 0.8 seconds = 10 feet per second.

a. i. To determine if the car travels at a constant speed over the interval from t=1 to t=4, we need to check if the distance, d, changes linearly with time, t. We can do this by finding the derivative of the distance formula. The derivative of d = t^2 + 3t is d' = 2t + 3.

Since the derivative is not a constant value (it depends on t), we can conclude that the car does not travel at a constant speed over this interval of time.

a. ii. To find the average speed over the interval from t=1 to t=4, we need to calculate the total distance traveled and divide it by the total time elapsed. We can find the total distance by substituting the values of t into the distance formula and finding the difference between the final and initial distances.

Using the distance formula d = t^2 + 3t, we find:
- At t=1, d = 1^2 + 3(1) = 4 feet
- At t=4, d = 4^2 + 3(4) = 28 feet

So, the total distance traveled is 28 - 4 = 24 feet.

The total time elapsed is 4 - 1 = 3 seconds.

Therefore, the average speed over this interval of time is 24 feet / 3 seconds = 8 feet per second.

b. i. To determine if the car travels at a constant speed over the interval from t=1.4 to t=2.2, we need to check if the distance, d, changes linearly with time, t. We can do this by finding the derivative of the distance formula. The derivative of d = t^2 + 3t is d' = 2t + 3.

Since the derivative is not a constant value (it depends on t), we can conclude that the car does not travel at a constant speed over this interval of time.

b. ii. To find the average speed over the interval from t=1.4 to t=2.2, we follow the same process as in part a.ii.

Using the distance formula d = t^2 + 3t, we find:
- At t=1.4, d = (1.4)^2 + 3(1.4) = 7.84 feet
- At t=2.2, d = (2.2)^2 + 3(2.2) = 15.84 feet

So, the total distance traveled is 15.84 - 7.84 = 8 feet.

The total time elapsed is 2.2 - 1.4 = 0.8 seconds.

Therefore, the average speed over this interval of time is 8 feet / 0.8 seconds = 10 feet per second.

Know more about distance formula here:

https://brainly.com/question/12864470

#SPJ11

Evaluate variable expressions with whole Find the value of the expression 53-(5*r) for r=8

Answers

the value of the expression `53-(5*r)` for `r=8` is `13`.

To evaluate variable expressions with whole, you should substitute the given value into the expression and simplify the answer to get easily understand. The terms that need to be included in the answer are "variable", "expression", and "value".

the term expression is An expression is a set of terms combined using the operations +, -, x or ÷, for example 4 x − 3 or 5 x 2 − 3 x y + 17 . An equation is a statement with an equals sign, which states that two expressions are equal in value, for example 4 b − 2 = 6 .

The given expression is `53-(5*r)` with `r=8`.

To find the value of the expression,

we substitute `r=8` into the given expression.`53 - (5 × r)`

when `r = 8` becomes `53 - (5 × 8)`

Simplifying gives `53 - 40 = 13`.

Therefore, the value of the expression `53-(5*r)` for `r=8` is `13`

learn more about this Expression:

https://brainly.com/question/723406

#SPJ11

caros lives 5 miles from school. On wednesday he started riding his bike home at speed of 12 miles per hour. But he got a flat tire after 20 minutes and walked the remaining distance at a speed of 3 miles per hour. How long did his trip home take?

Answers

Carlo's trip home took 40 minutes.

To calculate the total time it took for Carlo to complete his trip home, we need to consider the time he spent biking and walking separately.

First, let's calculate the time he spent biking. We know that Carlo's speed while biking was 12 miles per hour, and he rode for 20 minutes. We can convert the time to hours by dividing 20 minutes by 60 (since there are 60 minutes in an hour):

Time biking = 20 minutes ÷ 60 = 1/3 hour

Next, let's calculate the time he spent walking. Carlo's speed while walking was 3 miles per hour, and he walked the remaining distance after getting a flat tire. Since the total distance from school to home is 5 miles and he already biked a portion of it, the remaining distance he walked can be calculated as:

Remaining distance = Total distance - Distance biked

Remaining distance = 5 miles - 12 miles/hour × 1/3 hour

Remaining distance = 5 miles - 4 miles

Remaining distance = 1 mile

To calculate the time spent walking, we can divide the remaining distance by Carlo's walking speed:

Time walking = Remaining distance ÷ Walking speed

Time walking = 1 mile ÷ 3 miles/hour

Time walking = 1/3 hour

Finally, to find the total time of Carlo's trip home, we add the time spent biking and walking:

Total time = Time biking + Time walking

Total time = 1/3 hour + 1/3 hour

Total time = 2/3 hour

Since 2/3 hour is equivalent to 40 minutes, Carlo's trip home took a total of 40 minutes.

To know more about calculating time, refer here:

https://brainly.com/question/30895034#

#SPJ11

measurement basis used when a reliable estimate of fair value is not available.
t
f

Answers

The measurement basis used when a reliable estimate of fair value is not available is the historical cost basis.

Historical cost basis refers to the original cost of acquiring an asset or incurring a liability. Under this basis, assets are recorded at the amount paid or the consideration given at the time of acquisition, and liabilities are recorded at the amount of consideration received in exchange for incurring the obligation.

This measurement basis is used when a reliable estimate of fair value is not available because fair value requires market prices or observable inputs, which may not be readily available in certain situations. In such cases, historical cost provides a more objective and verifiable measure of an asset's value.

For example, if a company purchases a building for $500,000, the historical cost of the building will be recorded as $500,000 on the balance sheet. Even if the fair value of the building increases or decreases over time, the historical cost will remain unchanged unless there are subsequent events that require a different measurement basis, such as impairment.

In summary, when a reliable estimate of fair value is not available, the historical cost basis is used as a measurement basis to record assets and liabilities at their original acquisition or incurrence cost.

Know more about liability here:

https://brainly.com/question/28391469

#SPJ11

Other Questions
canyou give me a summary of each cardiopulmonary diseases Endosperm is a tissue that is present in which of the following structures?A. the eggs of green algaeB. the spores of bryophytes C. the spores of lycophytes D. the seeds of gymnosperms E. the seeds of angiosperms Match the following (can have more than one answer and not all answers are used) by writing the numbers in the blanks A) JJ Thompson B) Robert Millikan C) Ernest Rutherford 1)Oil Drops experiment 2)electron discovery 3) neutron discovery 4) gold foil 5) law of conservation of mass 6) proton discovery 7) cathode ray experiment 8) Saturn model 9) nuclear model 10) plumb pudding model Using Table F.1 provided, calculate the residual volume of 60 grams of saturated steam at 250.9C, giving your answer in cm 3 to 1 decimal place. Take the MW of H 2O as 18.016 g/mol and R=8.314 J/mol.K. when 69.0 g of lead was heated im excess oxygen, 79.6 g of an oxide of lead was obtained. what is the empirical formula of the oxide? relative atomic mass: O: 16; Pb: 207 The most persuasive channel of communication seems to be: A) audiotaped. B) videotaped C) written. D) live. 3 . Explain with examples the need for the housekeeping department to liaise with other departments? (Minimum150 words) 4 . How do you establish PAR level? Provide examples in your description. (Minimum 50 words) Read the Leadership Development: Cases for Analysis -The New Boss on pages 160-161 and answer the following questions. What are some of the assumptions that shape the mindset of Sam Nolan? Of Tom Carr? Do you think it is possible for Carr to shift to a new mental model? If you were Sam Nolan, what would you do? what kinds of molecules will scatter the low frequencies of light? How does human sexual motivation differ from that of other species?Human sexual motivation varies more dramatically from individual to individual than does the sexual motivation of other species.Which of the fo Which statement is MOST true?A risk has one serious loss every year for five years, an insurance company would want to write this risk.If a risk has severity and frequency issues they could be a poor riskIf a risk has a lot of small claims they may have a severity riskInsurance companies rather have a risk with a lot of small claims than one large claim True or False? The solar declination is the angle of the sun above the horizon at solar noon. True or False? The solar declination is never greater than 23.5 degrees latitude. According to the documentary Latino Americans, as many as ______ Mexicans were lynched in California during the gold rush period. all of the following are constitutional powers of the president except theFiring Supreme Court judges.Pardoning criminals.Vetoing Congressional legislation.Appointing Cabinet members. "1) Describe chronic inflammation.a) Define chronic inflammation and describe its three potentialcauses.b) Contrast the type of leukocyte infiltration involved inchronic inflammation with the type" The example of how real estate agents earn money by contractually maintaining or creating distance or contact between potential buyers and sellers ? Observations, evidence, and alternate theories Suppose you have observed that people with pets tend to be in better shape than those without pets. You form the theory that pets make people happy and happy people are more likely to be in good shape. From this theory, you predict that giving people pets will improve their fitness level. A friend objects that this isn't a good theory because it isnt fair that people with pets should be healthier than people without pets. According to an economist: a- This is not a valid criticism of the theory b- This is a valid criticism of the theory A friend suggests an alternate hypothesis: that the primary reason pet owners are fitter than non-pet owners is that healthier people tend to have more energy for owning pets than less healthy people, and thus are more likely to own pets in the first place . An economist would recommend that you (A-test, b-do not test ) this theory, because once you have developed one theory to explain an observation: a- You should concentrate on testing your initial theory until you have proved it either correct or incorrect b- You should only test additional theories that would generate similar predictions to your initial theory c- You should try to build other theories to explain that same initial observation what is the economic reason why the sras curve slopes up? electromagnetic radiation with wavelengths between 0.4 and 0.7 micrometers is called Which of the choices below is not a description of the exploratory research design? A. The exploratory research design is useful when research questions or problems are well defined B. The primary focus of the exploratory research design is on gaining insights and familiarity for later investigation or developing tentative theories or hypotheses C. The exploratory research design is flexible and can address all types of research questions (what, why, how) D. The exploratory research design generally utilizes small sample sizes and, thus, findings are typically not generalizable to the entire population of interest