kyra, a 16-year-old high school girl, is skeptical about her first day at a new school. she believes that nobody will talk to her and that her new teachers will be rude to her. she enters the class in a negative mood and speaks rudely to everyone. eventually, she sees that her beliefs about the new school and teachers come true. which of the following is most likely exemplified in this scenario?

Answers

Answer 1

The most likely example exemplified in this scenario is self-fulfilling prophecy, where Kyra's negative beliefs about the new school and teachers influenced her behavior.

This is causing others to respond negatively towards her, thereby confirming her beliefs.

Self-fulfilling prophecy is a phenomenon where an individual's expectations or beliefs about a situation or person can lead to behaviors that result in the expected outcome. In this case, Kyra's negative expectations caused her to behave rudely, leading others to respond negatively towards her, thus fulfilling her beliefs.

This cycle can reinforce negative beliefs and create a self-fulfilling prophecy. It is important to recognize and challenge negative thoughts and beliefs to avoid this pattern and improve interactions with others.

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Related Questions

give an example of the difference between augmented feedback and inherent feedback in driving a car with a manual transmission.

Answers

An example of augmented feedback would be a beep or a light that informs the driver when they need to shift gears. In contrast, inherent feedback is the sensory information that the driver receives through the car's clutch, gear shifter, and engine sound, which allows them to feel the speed and the gear changes.

Augmented feedback is information that is provided to the driver by an external source. For example, a driving instructor telling a student driver to shift gears at a certain speed. Inherent feedback, on the other hand, is feedback that is naturally perceived by the driver. In the case of driving a manual transmission car, inherent feedback would be the sound and feel of the engine, which the driver uses to determine when to shift gears.

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Discuss on forced convection heat transfer with real examples.

Answers

Answer:

forced convection

Explanation:

When a fan, pump or suction device is used to facilitate convection, the result is forced convection. Everyday examples of this can be seen with air conditioning, central heating, a car radiator using fluid, or a convection oven.

To determine the viscosity of a liquid of specific gravity 0.95, you fill to a depth of 12 cm a large container that drains through a 30 cm long vertical tube attached to the bottom. The tube diameter is 2 mm, and the rate of draining is found to be 1.9 cm3 /s. What is the fluid viscosity (assume laminar flow)

Answers

Answer:

Fluid viscosity, \(\mu = 2.57 * 10^{-3} kgm^{-1}s^{-1}\)

Explanation:

Container depth, D = 12 cm = 0.12 m

Tube length, l = 30 cm = 0.3 m

Specific Gravity, \(\rho\) = 0.95

Tube diameter, d = 2 mm = 0.002 m

Rate of flow, Q = 1.9 cm³/s = 1.9 * 10⁻⁶ m³/s

Calculate the velocity at point 2 ( check the diagram attached)

Rate of flow at section 2, \(Q = A_2 v_2\)

\(Area, A_2 = \pi d^{2} /4\\A_2 = \pi/4 * 0.002^2\\A_2 = 3.14159 * 10^{-6} m^2\)

\(v_{2} = Q/A_{2} \\v_{2} =\frac{1.9 * 10^{-6}}{3.14 * 10^{-6}} \\v_{2} = 0.605 m/s\)

Applying the Bernoulli (energy flow) equation between Point 1 and point 2 to calculate the head loss:

\(\frac{p_{1} }{\rho g} + \frac{v_{1}^2 }{2 g} + z_1 = \frac{p_{2} }{\rho g} + \frac{v_{2}^2 }{2 g} + z_2 + h_f\\ z_1 = L + l = 0.12 + 0.3\\z_1 = 0.42\\p_1 = p_{atm}\\v_1 = 0\\z_2 = 0\\\frac{p_{atm} }{\rho g} + \frac{0^2 }{2 g} + 0.42= \frac{p_{atm} }{\rho g} + \frac{0.605^2 }{2 *9.8} +0 + h_f\\h_f = 0.401 m\)

For laminar flow, the head loss is given by the formula:

\(h_f = \frac{128 Q \mu l}{\pi \rho g d^4} \\\\0.401 = \frac{128 * 1.9 * 10^{-6} * 0.3 \mu}{\pi *0.95* 9.8* 0.002^4}\\\\\\\mu = \frac{0.401 * \pi *0.95* 9.8* 0.002^4}{128 * 1.9 * 10^{-6} * 0.3} \\\\\mu = 2.57 * 10^{-3} kgm^{-1}s^{-1}\)

To determine the viscosity of a liquid of specific gravity 0.95, you fill to a depth of 12 cm a large

Answer:

0.00257 kg / m.s

Explanation:

Given:-

- The specific gravity of a liquid, S.G = 0.95

- The depth of fluid in free container, h = 12 cm

- The length of the vertical tube , L = 30 cm

- The diameter of the tube, D = 2 mm

- The flow-rate of the fluid out of the tube into atmosphere, Q = 1.9 cm^3 / s

Find:-

To determine the viscosity of a liquid

Solution:-

- We will consider the exit point of the fluid through the vertical tube of length ( L ), where the flow rate is measured to be Q = 1.9 cm^3 / s

- The exit velocity ( V2 ) is determined from the relation between flow rate ( Q ) and the velocity at that point.

                              \(Q = A*V_2\)

Where,

             A: The cross sectional area of the tube

- The cross sectional area of the tube ( A ) is expressed as:

                                \(A = \pi \frac{D^2}{4} \\\\A = \pi \frac{0.002^2}{4} \\\\A = 3.14159 * 10^-^6 m^2\)

- The velocity at the exit can be determined from the flow rate equation:

                              \(V_2 = \frac{Q}{A} \\\\V_2 = \frac{1.9*10^-^6}{3.14159*10^-^6} \\\\V_2 = 0.605 \frac{m}{s}\)

- We will apply the energy balance ( head ) between the points of top-surface ( free surface ) and the exit of the vertical tube.

                    \(\frac{P_1}{p*g} + \frac{V^2_1}{2*g} + z_t_o_p = \frac{P_2}{p*g} + \frac{V^2_2}{2*g} + z_d_a_t_u_m + h_L\)

- The free surface conditions apply at atmospheric pressure and still ( V1 = 0 ). Similarly, the exit of the fluid is also to atmospheric pressure. Where, z_top is the total change in elevation from free surface to exit of vertical tube.

- The major head losses in a circular pipe are accounted using Poiessel Law:

                           \(h_L = \frac{32*u*L*V}{S.G*p*g*D^2}\)

Where,

                  μ: The dynamic viscosity of fluid

                  L: the length of tube

                  V: the average velocity of fluid in tube

                  ρ: The density of water

- The average velocity of the fluid in the tube remains the same as the exit velocity ( V2 ) because the cross sectional area ( A ) of the tube remains constant throughout the tube. Hence, the velocity also remains constant.

- The energy balance becomes:

                      \(h + L = \frac{V_2^2}{2*g} + \frac{32*u*L*V_2}{S.G*p*g*D^2} \\\\0.42 = \frac{0.605^2}{2*9.81} + \frac{32*u*(0.3)*(0.605)}{0.95*998*9.81*0.002^2} \\\\u = 0.00257 \frac{kg}{m.s}\)

- Lets check the validity of the Laminar Flow assumption to calculate the major losses:

                     \(Re = \frac{S.G*p*V_2*D}{u} \\\\Re = \frac{0.95*998*0.605*0.002}{0.00257} \\\\Re = 446 < 2100\)( Laminar Flow )

                             

What is the relationship between green building and self-interest? (Select all that apply.)

Green building is burdensome but has advantages in terms of public image.
Green building should be considered when necessary resources are in short supply.
Green building practices can lead to planning and budget efficiencies in general.
Green building is attractive because of its long-term growth potential as a market.

Answers

The relationship between green building and self-interest include the following:

Green building is burdensome but has advantages in terms of public imageGreen building is attractive because of its long-term growth potential as a market.

What is Green building?

This is the process of reducing the environmental impact of buildings. This therefore leads to enhancement of the health of people.

Its relationship with self interest can seen listed above as the most appropriate choice.

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What is the meaning of Warning Signs?

Answers

A warning sign is a sort of sign that signals a potential threat, barrier, or circumstance that calls for extra care. Some are road dangers that are indicated by traffic signs but may not be immediately obvious to a vehicle.

Although warning traffic signs come in a variety of styles, they often have an equilateral triangle shape with a white background and a heavy red border. They appear with a black border and a yellow background in the People's Republic of China (apart from Macau and Hong Kong). They have a crimson border with an amber backdrop in Poland, North Macedonia, Serbia, Bosnia and Herzegovina, Greece, Finland, and Sweden. The Svalbard polar bear warning sign has switched from showing a black bear on a white background to one that is white.

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What is an example of an appropriate element to consider when evaluating a game review? Select one: a. Do I like the personality of the game reviewer? b. Did the reviewer agree with my personal opinion about the game? c. What are the most important factors to this reviewer? d. Is the reviewer an intelligent person?

Answers

Answer:

c. What are the most important factors to this reviewer?

Explanation:

When evaluating a game, there are certain factors that a good reviewer should have in mind. These factors would serve as a guide as he writes the review. First and foremost, he should dedicate his time to play the game and then consider factors such as;

graphicsplayabilitysound

Factoring these important aspects of the game would help him to make a quality review.

10.16.1: LAB: Interstate highway numbers (Python)


Primary U.S. interstate highways are numbered 1-99. Odd numbers (like the 5 or 95) go north/south, and evens (like the 10 or 90) go east/west. Auxiliary highways are numbered 100-999, and service the primary highway indicated by the rightmost two digits. Thus, I-405 services I-5, and I-290 services I-90.


Given a highway number, indicate whether it is a primary or auxiliary highway. If auxiliary, indicate what primary highway it serves. Also, indicate if the (primary) highway runs north/south or east/west.


Ex: If the input is:


90


the output is:


I-90 is primary, going east/west.


Ex: If the input is:


290


the output is:


I-290 is auxiliary, serving I-90, going east/west.


Ex: If the input is:


0


the output is:


0 is not a valid interstate highway number.


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

The code I have is:


highway_number = int(input())


if 1 <= highway_number <= 999:

if highway_number <= 99:

if highway_number % 2 == 0:

print("I-" + str(highway_number) + " is primary, going east/west.")

else:

print("I-" + str(highway_number) + " is primary, going north/south.")


else:

primary_number = highway_number

highway_number %= 100

if highway_number % 2 == 0:

print("I-" + str(primary_number) + " is auxiliary, serving I-" + str(highway_number) + ", going east/west.")

else:

print("I-" + str(primary_number) + " is auxiliary, serving I-" + str(highway_number) + ", going north/south.")

else:

print(str(highway_number) + " is not a valid interstate highway number.")

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

How do I get 200 to say it is not a valid interstate highway number?

Answers

Hope it helps. Thanks
10.16.1: LAB: Interstate highway numbers (Python)Primary U.S. interstate highways are numbered 1-99.

The program is an illustration of conditional statements.

The program in Python where comments are used to explain each line is as follows:

highwayNumber = int(input("Highway number: "))

#This checks if the highwayNumber is not between 1 and 999 (inclusive)

if (highwayNumber <1 or highwayNumber > 999):

   #If yes, the highwayNumber is invalid

   print(str(highwayNumber)+" is not a valid interstate highwayNumber number.")

#If otherwise

else:

   #This checks if highwayNumber is less than 100

   if (highwayNumber< 100):

       if (highwayNumber%2 == 0):

           #Even highwayNumber are primary going east/west

           print("I-"+str(highwayNumber)+" is primary, going east/west.")

       else:

           #Odd highwayNumber are primary going north/south

           print("I-"+str(highwayNumber)+" is primary, going north/south.")

   #Otherwise

   else:

       if ((highwayNumber%100) % 2 == 0):

           #Even highwayNumber are auxiliary going east/west

           print("I-"+str(highwayNumber)+" is auxiliary, going east/west.");

       else:

           #Even highwayNumber are auxiliary going north/south

           print("I-"+str(highwayNumber)+" is auxiliary, going north/south.");

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. Convert 350 lb* ft In Joules?​

Answers

Answer:

474.536 Joules

Explanation:

Use a converter machine.

1lb = 1.355818 j

350 = 1.355818 j *350

= 474.536

The inverted U-tube is used to measure the pressure difference between two points A and B in an inclined pipeline through which water flows. The differenceof level h=0.4m ; X=0.2; and Y=0.3m. Calculate the pressure difference between point B and A if the top of the manometer is filled with:
i) Air
ii) paraffin of relative density of 0.75

Answers

Answer:

i) 0.610 m or 610 mm

ii) 0.4 m or 400 mm

Explanation:

The pressure difference between the pipes is

a) Air

Pa + πha +Ha = Pb + πhb +Hb

Pa - Pb = π(hb-ha) + Hb-Ha

Relative density of air = 1.2754 kg /m3

Pa - Pb = 1.2754 * 0.4 + (0.3-0.2) = 0.610 m or 610 mm

b) paraffin of relative density of 0.75

Pa - Pb = π(hb-ha) + Hb-Ha

Pa - Pb = 0.75 * 0.4 + (0.3-0.2) = 0.4 m or 400 mm

List three types of concurrent engineering in manufacturing.
Give three examples of concurrent engineering in manufacturing industries.

Answers

Answer:

A famous example of concurrent engineering is the development of the Boeing 777 commercial aircraft. The aircraft was designed and built by geographically distributed companies that worked entirely on a common product database of C A TIA without building physical mock-ups but with digital product definitions.

what are the besl measures used for data variation or dispersion

Answers

Answer:

STANDARD DAVIATION OR SD

Explanation:

BECAUSE it is commonly in measuring of dispersion and it also the most roubst measure of variability

might give brainliest

Complete the following sentence.
_______ is a communication system that is composed of images that represent words.

Answers

Answer:

Blissymbols

Explanation:

Blissymbols is a constructed language with hundreds of basic symbols that represent words.

Answer:

Blissymbols

Explanation:

Obtain the power factor for the given circuit. Determine whether the power factor is leading or lagging. Assume R-8 Ω. -j2 Ω -j2 Ω The power factor for the given circuit is ?

Answers

The power factor of the circuit with R = 8 Ω and two capacitors with reactance -j2 Ω each is 0.788, indicating a lagging power factor.

To determine the power factor for the given circuit, we need to first calculate the impedance of the circuit.

The circuit has three impedance, R = 8 Ω, and two capacitors with reactance -j2 Ω.

To find the total impedance Z of the circuit, we need to add the impedance of the components in series.

The reactance of capacitors adds in series as if they were resistances in parallel, so we can calculate it using the formula:

1/Zc = 1/jwC = -j/(wC)

where w is the angular frequency (in radians/second) and

C is the capacitance (in farads).

Let's assume that the frequency of the AC source is 50 Hz, which corresponds to an angular frequency of w = 2*π*50 = 314.16 rad/s.

The impedance of the circuit can be calculated as follows:

Z = R + Zc1 + Zc2

Z = 8 - J/(wC) - J/(wC)

Z = 8 - J(1/(314.162*10⁻⁶) + 1/(314.162*10⁻⁶))

Z = 8 - J(3183.1 + 3183.1)

Z = 8 - J*6366.2

The magnitude of the impedance is |Z| = 6366.5 Ω, and the phase angle of the impedance is θ = -39.26 degrees.

The power factor of the circuit is given by the cosine of the phase angle, so:

PF = cos(θ)

PF = cos(-39.26)

PF = 0.788

Since the power factor is positive, we know that it is a lagging power factor.

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the institute of electrical and electronics engineers is responsible for standards in which two areas? (choose two.)

Answers

IEEE is responsible for standards in the areas of electrical and electronics engineering.

What is engineer?
Engineers
are professionals who create, design, analyse, construct, test, and evaluate machines, complex systems, structures, gadgets, and materials to satisfy functional objectives and requirements while taking into account the practicality, regulation, safety, and cost constraints. The Latin words ingeniare as well as ingenium are the origin of the English word engineer. A four-year bachelor's degree in engineering, or in some jurisdictions, a master's degree in engineering, along with four to six years of peer-reviewed professional practise, and passing the engineering board examinations make up the fundamental requirements for becoming an engineer. A person who is registered with an engineering council is typically considered a professional engineer. The link between scientific advancements as well as their subsequent applications to meet the needs of people and businesses and improve quality of life is formed by engineers' work.

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a(n) _____ is a formal agreement that a user signs stating that a phase of the installation or the complete system is approved.

Answers

A user acceptance agreement is a formal agreement that a user signs stating that a phase of the installation or the complete system is approved.

What is a signed user acceptance agreement?

User acceptance agreements play a crucial role in the implementation of new systems or software. When a company or organization introduces a new system or software, it is essential to ensure that it meets the requirements and expectations of the end-users. This is where the user acceptance agreement comes into play.

A user acceptance agreement is a formal contract or document that outlines the terms and conditions under which the user agrees to accept and approve a specific phase of the installation or the entire system. By signing this agreement, the user acknowledges that they have reviewed and tested the system or software and are satisfied with its performance, functionality, and usability.

The purpose of the user acceptance agreement is to establish clear guidelines and expectations for both the provider and the user. It helps to mitigate potential disputes or misunderstandings by defining the criteria for acceptance and approval. This agreement typically includes details such as the scope of the installation, testing procedures, acceptance criteria, and any specific terms or conditions related to the user's approval.

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We need to use the signal from a piezoelectric vibration sensor in a computer-aided instrumentation system. The signal is known to contain components with frequencies up to 40 kHz. What is the minimum sampling rate that should be specified? Suppose that we want the resolution of the sampled values to be .1 percent (or better) of the full range of the ADC. What is the fewest number of bits that should be specificed for the ADC?

Answers

The fewest number of bits that should be specified for the ADC is 10.

How to explain the information

The minimum sampling rate that should be given is twice the signal's highest frequency component, which is 40 kHz.

The amount of bits in the ADC determines the resolution of the sampled values. If we want the resolution to be 0.1 percent (or better) of the ADC's full range, we need at least 10 bits. This is due to the following equation describing an ADC's resolution:

where n denotes the ADC's bit count. So, n = 10 is required for 0.1 percent resolution.

As a result, the ADC should be defined with the fewest bits possible.

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The building areas where loose fill insulation is most commonly used are

Answers

Answer:

Loose-fill insulation can be installed in either enclosed cavities such as walls, or unenclosed spaces such as attics

Explanation:

Answer in one of my classes

What does it mean when the service engine light is on?
The engine oil is hot or low
O The engine coolant is too hot or low
O The alternator is not charging the battery
O The engine needs to be checked right away

Answers

I’m pretty sure the answer is the engine needs to be checked right away

Essence of check line in chain surveying

Answers

Answer:

Following are the description on the chain surveying:

Explanation:

The checking which is also called a beginning of the test is indeed a line uniting the summit of a triangular with other fixed locations from both sides of a triangle. To verify the overall precision of a framework, the check-line is measured. When assessed mostly on the ground, every length of an examination line should match its height. It also is called a proof line that connects the top of the triangle with any fixed location in the contrary direction. It is utilized for verifying the preciseness of a work.

a cylindrical tank of length 30m and diameter 1.5kg contains 25kg of air. Determine the specific volume and density of the air in the tank.

Answers

Answer: chrome-extension://efaidnbmnnnibpcajpcglclefindmkaj/http://www.velhightech.com/Documents/ME8391%20Engineering%20Thermo%20Dynamics.pdf

click this link for the best explaination

Explanation:

It is okay to lift one end of the vehicle:
A) As long as two swing arms are being used
B) As long as the wheels have been chocked
C) As long as the swing arm restraints are engaged
D) None of the above

Answers

It is okay to lift one end of the vehicle B) As long as the wheels have been chocked.

What is a Safety Procedure?

This refers to the processes that are undertaken in order to undertake a task safely, both for the person executing the task and others around.

Hence, we can see that It is okay to lift one end of the vehicle B) As long as the wheels have been chocked

This is because it would enable the vehicle to be safely positioned so the wheels would not roll off and cause an accident.

This safety procedure allows a person to raise one end of a vehicle, if the wheels have been chocked, to keep them in place.

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In which model of the system, the change in order is generated depending on the system activities. *
Static Model
Dynamic Model
Analytical Model
Numerical Model

Answers

Answer:

Static Model

Explanation:

Question 3 a data analyst is working on a dataset and begins the transform data phase of analysis. what are some of the actions that they will take? select all that apply.

Answers

A data analyst working on a dataset when begins the transform data phase of analysis will be taking these two actions: one is finding the correlation between data and the other is performing calculations on data. Therefore, options (c) and (d) hold the correct answers.

Data analysis refers to the technique of examing data sets in order to discover trends and build conclusions about the information the data sets contain. The transform phase is a phase data of analysis where a data analyst identifies patterns and relationships between different data sets. For doing so, the data analyst finds correlations between several data sets and performs calculations on them as well.

"

Here is the complete question

A data analyst is working on a dataset and begins the transform data phase of analysis. what are some of the actions that they will take? select all that apply.

a)  Filtering data

b)  Sorting data

c)  Finding a correlation in data

d)  Performing a calculaiton with data

"

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the switch in the circuit of fig. p8.17 has been in position a for a long time. at t=0 the switch moves instantaneously to position b. find vo(t) for t≥0. How would you use transient analysis in MultiSim and how would you get that graph onto an excel sheet?

Answers

To use transient analysis in MultiSim to find vo(t) for t≥0, Open MultiSim and create a new schematic.  Add the components of the circuit of fig. p8.17: a voltage source, a resistor, a capacitor, and a switch.

Set the start time to 0 and the stop time to a value that is long enough to capture the behavior of the circuit after the switch has moved. For example, if the time constant of the circuit is RC, where R is the resistance of the resistor and C is the capacitance of the capacitor, set the stop time to 5RC.

Run the simulation and observe the waveform of vo(t) on the oscilloscope. To get that graph onto an Excel sheet, select "File" > "Export" > "Export Waveform Data" from the menu bar. Choose the waveform you want to export and set the format to "CSV". Open Excel and import the CSV file as a new worksheet.

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What's the "most common" concern with using variable frequency drives (VFDs)? 1) carrier frequency 2) harmonic distortion 3) hertz modulation

Answers

Also I want the answer please

The common" concern with using variable frequency drives (VFDs) is C. hertz modulation.

What is variable frequency drive?

It should be noted that a variable frequency drive simply means a type of motor drive that us used in mechanical drive system.

In this case, common" concern with using variable frequency drives (VFDs) is hertz modulation

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2. describe the phase portrait for when a < 0. what qualitative features of this flow change as a passes from negative to positive?

Answers

The phase portrait when a < 0 typically represents a stable spiral or focus, where trajectories converge towards a fixed point in the center.

As 'a' passes from negative to positive the qualitative features of this flow change from a stable spiral to an unstable spiral causing trajectories to diverge away from the fixed point instead of converging towards it. We must compute the derivatives y′1 and y′2 at t=0 on a grid spanning the range of y1 and y2 values that are relevant to us in order to get the phase picture.

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What time ----–- the train arrve? ​​

Answers

I think it’s TIME FOR U TO GET A WATCH !!! lol I’m jk jk I believe it arrives at 12:33

A site is underlain by a soil that has a unit weight of 118 lb/ft3. From laboratory shear strength tests that closely simulated the field conditions, the total stress parameters were measured to be C total = 250 lb/ft2 and φ total = 29°. Estimate the shear strength on a horizontal plane at a depth of 12 ft below the ground surface at this site in lbs/ sq ft

Answers

Answer: the shear strength at a depth of 12 ft is 1034.9015 lb/ft²

Explanation:

Given that;

Weight of soil r = 118 lb/ft³

stress parameter C = 250 lb/ft²

φ total = 29°

depth Z = 12 ft

The shear strength on a horizontal plane at a depth of 12ft

ζ = C + δtanφ

where δ = normal stress

normal stress δ = r × z = 118 × 12 = 1416

so

ζ = C + δtanφ

ζ = 250 + 1416(tan29°)

ζ = 250 + 1416(tan29°)

ζ = 250 + 784.9016

ζ = 1034.9015 lb/ft²

Therefore the shear strength at a depth of 12 ft is 1034.9015 lb/ft²

Consider the following eight two-dimensional data points: i (15, 10), x2(3, 10), xz(15,12), r4(3, 14), s (18, 13), 6 (1,7), 7 10,1), s (10,30) You are required to use the k-means algorithm to cluster these points. You need to show the information (a) 1 Mark If k 2 and the initial means are (10,1) and (10,30), what is the output of the algorithm? (b) Mark If k 3 and the initial means are (10,), (10,30), and (3,10), what is the output of the (c)1 Mark]If k 4 and the initial means are (10,1), (10,30), (3,10), and (15,10), what is the output of (d) 2 Marks] What are the advantages and disadvantages of algorithm k-means? For each disadvantage, about each final cluster (including the mean of the cluster and all data points in this cluster) algorithm? the algorithm? please also give a suggestion to enhance the algorithm

Answers

The algorithm k-means can be enhanced by selecting multiple starting positions randomly. Running the algorithm several times can reduce the risk of a local minimum.

(a) If k=2 and the initial means are (10,1) and (10,30), what is the output of the algorithm?Cluster 1:

i (15, 10), xz(15, 12), s (18, 13)Cluster 2: x2(3, 10), r4(3, 14), 6 (1,7), s (10,30)

The output of the algorithm is the above two clusters.

(b) If k=3 and the initial means are (10,1), (10,30), and (3,10).

Cluster 1: i (15, 10), xz(15, 12), s (18, 13)Cluster 2: 6 (1,7), r4(3, 14)Cluster 3: x2(3, 10), s (10,30)The output of the algorithm is the above three clusters.

(c) If k=4 and the initial means are (10,1), (10,30), (3,10), and (15,10),

Cluster 1: 6 (1,7)Cluster 2: x2(3, 10), r4(3, 14)

Cluster 3:

i (15, 10), xz(15, 12), s (18, 13)Cluster 4: s (10,30) The output of the algorithm is the above four clusters.

(d) Advantages and disadvantages of the algorithm k-means: Advantages:

It is easy to implement.

Cluster size balances out. It is faster to compute.

The algorithm always converges.

Disadvantages: Difficult to predict the number of clusters before starting the algorithm. The results are highly dependent on initial starting conditions.

The algorithm can converge to a local minimum or a false convergence. Can be tricked with outlier data points.Suggestion to enhance the algorithm:

The algorithm k-means can be enhanced by selecting multiple starting positions randomly. Running the algorithm several times can reduce the risk of a local minimum.

To learn about algorithms here:

https://brainly.com/question/13902805

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Answer:

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