Write a computer program to implement the dynamic programming algorithm for longest common sequence

Answers

Answer 1

The dynamic programming algorithm for finding the longest common sequence is a technique used to solve the problem of determining the longest subsequence shared by two sequences. It breaks down the problem into smaller subproblems and stores the results in a matrix, allowing for efficient computation of the solution.

The dynamic programming algorithm for the longest common sequence is based on the principle of optimal substructure. It involves constructing a matrix to store the lengths of the longest common sequences at each possible pair of indices from the input sequences.

To begin, we initialize a matrix with dimensions (m+1) x (n+1), where m and n are the lengths of the two input sequences, respectively. We iterate through the elements of the matrix, comparing the corresponding elements of the input sequences.

If the elements are equal, we increment the value in the matrix at the current indices by one plus the value in the upper left diagonal cell. Otherwise, we take the maximum value between the cell above and the cell to the left and store it in the current cell.

Once we have filled the entire matrix, the value in the bottom right cell represents the length of the longest common sequence. We can then backtrack through the matrix to reconstruct the actual sequence itself.

By utilizing this dynamic programming approach, we avoid redundant computations and achieve an efficient solution to finding the longest common sequence between two input sequences.

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Related Questions

What is the current situation of drone technology in emergency rescue and recovery

Answers

Drones are now being used by researchers, notably those at the University of Montana, to forecast how to respond to disasters, particularly forest fires. Drones are equipped with sensors that can monitor wind speed and direction, position, location, humidity, and temperature. Major utility companies are looking into how technologies like drones and artificial intelligence may help to lower the likelihood of future fires and for infrastructure assessment to help minimize fire risk. Drones are now being used by California's emergency services to help find forest fires, which can help determine the kind and quantity of supplies needed on the site. Drones can be equipped with thermal detection sensors, which utilize infrared light to identify heat signatures and aid first responders find hotspots for fires.

Which type of network is best for shayne?

Answers

PAN is known to be the type of network  that is best for shayne.

What is PAN in a network?

A personal area network (PAN) is known to be a form of an interconnection that is made by information technology devices and it is one that is found in the range of a specific person.

Hence, based on the above scenario, PAN is known to be the type of network  that is best for shayne.

See options below

Shayne keeps his home office computer on his desk. He wants to use a wireless keyboard and mouse, and to send output to his printer and receive input from his scanner wirelessly. Which type of network is best for Shayne?

WAN

PAN

MAN

LAN

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To assist a user, a help desk technician is able to take advantage of a Windows proprietary network protocol that allows the technician to open a graphical interface to connect with the user's Windows computer. Which of the following TCP/IP port numbers is the default port used by this protocol

Answers

In order to assist an end user, a help desk technician can use the network protocol with a default TCP/IP port number of 3389.

What is the TCP/IP protocol suite?

The TCP/IP protocol suite is an abbreviation for Transmission Control Protocol and Internet Protocol and it's a standard framework for the transmission (prepare and forward) of information on digital computers over the Internet.

In the Transmission Control Protocol and Internet Protocol (TCP/IP) suite, a help desk technician can use the network protocol with a default TCP/IP port number of 3389 to assist an end user by opening a graphical user interface to connect with the end user's Windows computer.

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Ed wants to make sure that his system is designed in a manner that allows tracing actions to an individual. Which phase of access control is Ed concerned about

Answers

The phase of access control that one can say that Ed is more concerned about is called Accountability.

What is accountability?

Accountability is known to be one that removes the time and effort you that is used on distracting activities and a lot of unproductive behavior and it makes one to be more focused.

Hence, The phase of access control that one can say that Ed is more concerned about is called Accountability.

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If the timer is started on November 17 at 4:00 pm and stopped three seconds later, what will display under Time elapsed:

Answers

If the timer is started on November 17 the thing that display under Time elapsed is that  seconds is undefined.

Which is an undefined variable?

An undefined variable is known to be a kind of a variable that is often used in a kind of a program that was said to be not previously declared in a source code.

In a lot of programming languages, this can lead to an error. Hence, If the timer is started on November 17 the thing that display under Time elapsed is that  seconds is undefined.

See full question below

Code Example 11-1

from datetime import datetime, time

def main():

input("Press Enter to start...")

start = datetime.now()

month = start.strftime("%B")

day = start.strftime("%d")

hours = start.strftime("%I")

minutes = start.strftime("%M")

am_pm = start.strftime("%p")

print("Start time:",month,day,"at",hours,":",minutes,am_pm)

input("Press Enter to stop...")

stop = datetime.now()

month = stop.strftime("%B")

day = stop.strftime("%d")

hours = stop.strftime("%I")

minutes = stop.strftime("%M")

am_pm = stop.strftime("%p")

print("Stop time: ",month,day,"at",hours,":",minutes,am_pm)

elapsed_time = stop - start

new_days = elapsed_time.days

new_minutes = elapsed_time.seconds // 60

new_hours = new_minutes // 60

new_minutes = new_minutes % 60

print("Time elapsed: ")

if new_days > 0:

print("days:",new_days)

print("hours:", new_hours, ", minutes:", new_minutes)

if __name__ == "__main__":

main()

Refer to Code Example 11-1: If the timer is started on November 17 at 4:00 pm and stopped on November 18 at 6:30 pm, what is the value of seconds at the end of the program?

a. 95400

b. seconds is undefined

c. 1800

d. cannot tell

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Which type of loop is specifically designed to initialize, test, and increment or decrement a counter variable

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A type of loop which is specifically designed and written to initialize, test, and increment or decrement a counter variable is referred to as a for loop.

What is a for statement?

A for statement can be defined as a type of statement (loop) that is designed and written by a computer programmer to repeat an action or event in a software program for a specific number of time.

In Computer programming, a for statement is a type of loop which contains three expressions and these include the following:

InitializationTestUpdate (increment or decrement).

In conclusion, we can infer and logically deduce that a for loop is a type of loop which is specifically designed and written to initialize, test, and update (increment or decrement) a counter variable

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What component of a change management program includes final testing that the software functions properly

Answers

A component of a change management program which includes final testing that the software functions properly is: C) Release management.

What is SDLC?

SDLC is an acronym for software development life cycle and it can be defined as a strategic methodology that defines the key steps, phases, or stages for the design, development and implementation of high quality software programs (applications).

In Computer science, there are seven (7) phases involved in the development of a software program and these include the following;

PlanningAnalysisDesignDevelopment (coding)TestingDeploymentMaintenance

At the final testing stage, a component of a change management program which ensure that the software functions properly is known as release management.

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Complete Question:

What component of a change management program includes final testing that the software functions properly?

A) Request management

B) Change management

C) Release management

D) Iteration management

Write a while loop that adds 5 to userNum while userNum is less than 20, displaying the result after each addition. Ex: For userNum

Answers

#The loop that adds 5 to userNum while userNum is less than 20, displaying the result after each addition is given below.

What is a loop?

A loop is a set of instructions in computer programming that is repeatedly repeated until a given condition is met.

The sample code related to the above function is given as?

// declaring variable userNum

var userNum = 5;

// variable ans to store all answers and print them in single line

// (as expected in sample output)

var ans = "";

// while loop, while userNum is <= 20

// (to get output 25 on screen, we need to run loop till less-than-equal) while(userNum <= 20) {

  userNum += 5;

  ans += userNum + " ";

}

// displaying final output on console

console.log(ans);  

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what are the uses of recycle bin​

Answers

Answer:

use of recycle bin-

It provides users the option to recover deleted files in Windows operating systems

Compared with a large-scale integrated multi-purpose computer, a quantum computer is a ____ computer.

Answers

Answer:

Compared with a large-scale integrated multi-purpose computer, a quantum computer is a high-powered multipurpose application of a quantum computer.

What are the three modes of data communication and briefly explain each of them?

Answers

The three modes of data communication

The Full-duplex modeThe simplex mode The  half-duplex mode

What are three data transmission modes?

The Full-duplex mode is known to have a good and better performance when compared to simplex and half-duplex mode as it is known to often doubles the utilization in terms of the capacity of the communication channel.

The simplex mode in terms of its signal is known to be sent in one direction. In half duplex mode, the signal is said to be often sent in both directions, but it is also seen as one at a time.

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What is an effective fully automated way to prevent malware from entering your system as an email attachment

Answers

An effective fully automated way to prevent malware from entering your system as an email attachment is to ensure that all security patches and updates are installed.

What is malware?

Malware is any software intentionally designed to cause disruption to a computer, server, client, or computer network, leak private information, gain unauthorized access to information or systems, deprive users access to information or which unknowingly interferes with the user's computer security and privacy.

Effective fully automated way to prevent malware

The following ways can be used to prevent malware;

Make sure all security patches and updates are installedInstall updates and patches as soon as possible to protect against malware and other digital threats. Turn on automatic updates whenever possible. use unique and strong passwords to secure your account.

Thus,  an effective fully automated way to prevent malware from entering your system as an email attachment is to ensure that all security patches and updates are installed.

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The ____________ layer of the osi model is responsible for data format translation

Answers

Answer:

Presentation

Explanation:

The sixth layer of the OSI model, responsible for translation, encryption, authentication, and data compression.

Data Blank______ is the collection of data from various sources for the purpose of data processing. Multiple choice question. summary management aggregation

Answers

Answer: data aggregation

Explanation:

data aggregation

In a DTP project, Fiona is looking for a way to make a page layout attractive to readers. Help Fiona pick the correct word to complete the sentence.
You’ll need a(n) _____ to capture the attention of your audience. It can be an illustration, a photograph, a block of bold text, or a quote in a column of white space.

Answers

You’ll need a(n)  a block of bold text to capture the attention of your audience.

How do you make text bold in pages?

First one need to select Format  and then Font and then Bold.

Note that  by bolding a selected text, it can capture the mind of the people to the page layout.

Hence, You’ll need a(n)  a block of bold text to capture the attention of your audience.

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(Convert decimals to fractions) Write a program that prompts the user to enter a decimal number and displays the number in a fraction. Hint: read the decimal number as a string, extract the integer part and fractional part from the string, and use the BigInteger implementation of the Rational class in Programming

Answers

The given program that prompts the user to enter a decimal number and displays the number in a fraction is:

import java.math.BigInteger;

import java.util.Scanner;

public class Exercise_13_19 {

/** Main method */

public static void main(String[] args) {

 Scanner input = new Scanner(System.in);

 // Prompt the user to enter a decimal number

 System.out.print("Enter a decimal number: ");

 String[] decimal = input.nextLine().split("[.]");

 // Create a Rational object of the integer part of the decimal number

 Rational r1 = new Rational(new BigInteger(decimal[0]), BigInteger.ONE);

 // Create a Rational object of the fractional part of the decimal number

 Rational r2 = new Rational(new BigInteger(decimal[1]), new BigInteger(

  String.valueOf((int)Math.pow(10, decimal[1].length()))));

 // Display fraction number

 System.out.println("The fraction number is " +

  (decimal[0].charAt(0) == '-' ? (r1).subtract(r2) : (r1).add(r2)));

}

}

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What is the correct term for files copied to a secondary location for preservation purposes?.

Answers

The correct term for files copied to a secondary location for preservation purposes is backup.

What is a Backup?

This refers to the movement of files from one location to another for storage purposes.

Hence, we can see that this is done in order to preserve the files so that should the first memory location get compromised, it can be easily retrieved and this helps to prevent data loss.

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An application is hosted on an EC2 instance in a VPC. The instance is in a subnet in the VPC, and the instance has a public IP address. There is also an internet gateway and a security group with the proper ingress configured. But your testers are unable to access the instance from the Internet. What could be the problem

Answers

In this scenario, the most likely problem is to: D. add a route to the route table, from the subnet containing the instance, to the Internet Gateway.

What is RIP?

RIP is an acronym for Routing Information Protocol and it can be defined as an intradomain routing protocol which is typically designed and developed based on distance vector routing.

The types of RIP.

In Computer networking, there are two main types of Routing Information Protocol (RIP) and these include:

RIP version 1.RIP version 2.

RIP version 2 such as an EC2 instance in a VPC are generally designed and developed to include subnet masks. This ultimately implies that, the most likely solution to the problem is to add a route to the subnet’s routing table, which is from the subnet containing the instance and then to the Internet Gateway.

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Complete Question:

An application is hosted on an EC2 instance in a VPC. The instance is in a subnet in the VPC, and the instance has a public IP address. There is also an internet gateway and a security group with the proper ingress configured. But your testers are unable to access the instance from the Internet. What could be the problem?

A. Make sure the instance has a private IP address.

B. Add a route to the route table, from the subnet containing the instance, to the Internet Gateway.

C. A NAT gateway needs to be configured.

D. A Virtual private gateway needs to be configured.

Enter a formula in cell C13 to look up the registration fee for the first vehicle. Use the vehicle type in cell C4 as the Lookup_value argument. Use the RegistrationFees named range as the Table_array argument. The registration fees are located in column 2 of the data table. Require an exact match.

Answers

The formula that depicts the registration fee on the computer is Formula at C13 : =VLOOKUP(C4,Data!$B$10:$C$17,2,0)

How to illustrate the information?

A computer program is a sequence or set of instructions in a programming language for a computer to execute.

Computer programs are one component of software, which also includes documentation and other intangible components. A computer program in its human-readable form is called source code

In this case, enter a formula in cell C13 to look up the registration fee for the first vehicle.

Then, one can use the vehicle type in cell C4 as the Lookup_value argument and then use the RegistrationFees named range as the Table_array argument.

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What is the advantage of 2023 murano’s available intelligent awd working in conjunction with vehicle dynamic control?.

Answers

The advantage of 2023 Murano's available intelligent awd working in conjunction with vehicle dynamic control is that helps the driver to be able to stand or maintain cornering control.

What is cornering stability control?

The Cornering Stability Control is known to be the kicks in a car that if it senses that the car is going on a sharp corner, it can help to monitor the amount of braking force that is exerted on each wheel and help the car keep a straight line.

Hence, The advantage of 2023 Murano's available intelligent awd working in conjunction with vehicle dynamic control is that helps the driver to be able to stand or maintain cornering control.

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Which are the three most used languages for data science?

Answers

Answer: python, JavaScript, scala

Explanation:

What port on a name server is used for user datagram protocol (udp) name request packets?

Answers

The port name that is used on the server is port 53 over UDP for name resolution communications.

What is datagram protocol?

A datagram protocol is a member of the internet protocol. With this system, we can send messages and texts to the other protocol systems in applications, and other hosts on internet data protocol.

Port 53 is used for sending requests to other ports, and it is a single request service used by UDP. It requires a single UDP request from the clients.

Thus, port 53 on a name server is used for user datagram protocol.

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A project manager has designed a new secure data center and has decided to use multifactor locks on each door to prevent unauthorized access. Compare the following types of locks that the project manager may use to determine which example the facility is utilizing.

Answers

The types of locks that the project manager may use to determine which example the facility is utilizing is said to be a lock that needs an employee to be able to use a smart card and also a  pin to enter at the same time.

How does multi-factor authentication work?

Multi-factor Authentication (MFA) is known to be a kind of an authentication method that needs the user to give two or a lot of verification factors to be able to have access to a given resource e.g. application.

Note that it is said to be a vital aspect of a strong identity and access management (IAM) policy and therefore, the types of locks that the project manager may use to determine which example the facility is utilizing is said to be a lock that needs an employee to be able to use a smart card and also a  pin to enter at the same time.

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What tool allows you to search external competitive intelligence research?

Answers

Answer:

SocialPeta

Explanation:

The crosstab query wizard asks you to select fields for the _____, column headings, and values

Answers

The crosstab query wizard asks you to select fields for the row headings, column headings, and values.

What is crosstab?

Image result for Crosstab Query Wizard prompts you to select the fields for the row titles, column titles and values. A crosstab query is a type of query. When you run a crosstab query, the results are displayed in a datasheet that has a different structure than other types of datasheets.

The row heading or row header is the gray-colored column located to the left of column 1 in the worksheet containing the numbers (1, 2, 3, etc.) used to identify each row in the worksheet.

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________ is the process of converting an algorithm into a language the computer can understand.

Answers

Answer:

coding

Explanation:

A process of assigning a code to something for classification. The process or activity writing computer program

The five components of accounting systems are source documents, input devices, information processors, information storage, and output devices. Group startsTrue or False

Answers

Answer:

True

Explanation:

Source documents are business documents that track business transactions.

Input devices, like bar code scanners, keyboards, and modems, are tools used to enter transaction information into the accounting system.

Information processors take the raw data from the input devices and post it to ledgers, journals, and reports.

Information storage is the component of the system that stores the reports and ledgers created by the information processors.

Output devices like monitors, printers, and projectors are any devices that take information from the system storage and display it in a useful way.

These components are all what help an accounting system gather financial data, translate it into useful information, and communicate it with decision makers.

Answer:

true cause they are used to process information

Amber, a network administrator, is conducting VoIP training for other IT team members. Melanie, a new team member, is confused about the difference between latency and jitter. What is the BEST way to explain the difference

Answers

The best way to explain the difference is option A: Jitter is the up and down variation in latency.

What are VoIP services?

Voice over Internet Protocol (VoIP), is known to be a form of a technology that gives one room to be able to make voice calls via the use of a broadband Internet connection.

In the case above, The best way to explain the difference is option A: Jitter is the up and down variation in latency as it is the only best option.

See options below

Jitter is the up and down variation in latency.

Latency is the up and down variation in jitter.

Jitter is caused by an inadequate codec.

Latency is caused by sampling; jitter is not.

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Define a function ConvertVolume() that takes one integer parameter as total Quartz, and two integer parameters passed by reference as gallons and quarts. The function converts total Quarts to gallons and quarts. The function does not return any value. Ex: If the input is 23, then the output is: 5 gallons and 3 quarts Note: totalQuarts / 4 computes the number of gallons, and totalQuarts % 4 computes the remaining quarts.

Answers

The program that illustrates the function ConvertVolume() that takes one integer parameter is illustrated below.

How to illustrate the program?

The program based on the information will be:

#include<iostream>

using namespace std;

void ConvertVolume(int totalTablespoons, int &cups, int &tablespoons) {

   // compute the cups and tablespoons

   // as they are passed by reference,

   // the change will also reflect in the main function

   cups = totalTablespoons / 16;

   tablespoons = totalTablespoons % 16;

}

int main() {

   int usrCups;

   int usrTablespoons;

   int totalTablespoons;

   

   // user input

   cin>>totalTablespoons;

   

   // call the function

   ConvertVolume(totalTablespoons, usrCups, usrTablespoons);

   

   // print the output

   cout<<usrCups<<" cups and "<<usrTablespoons<<" tablespoons"<<endl;

   

   return 0;

}

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A data analyst uses the SMART methodology to create a question that encourages change. This type of question can be described how

Answers

A data analyst uses the SMART methodology to create a question that encourages change, which can be described as an action-oriented question.

What is a data analyst?

A data analyst is a professional that studies information in order to obtain any type of outcome.

In computers, data analysts can use the SMART methodology which includes diverse criteria to increase the chances of success.

In conclusion, a data analyst uses the SMART methodology to create a question that encourages change, which can be described as an action-oriented question.

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Direct democracy works best with...1: small populations.2: people who are mature and can govern themselves.3: wealthy people. A researcher wants to determine whether the number of minutes adults spend online per day is related to gender. A random sample of 315 adults was selected and the results are shown below. Find the expected frequency for the cell E2,2 to determine if there is enough evidence to conclude that the number of minutes spent online per day is related to gender. Round to the nearest tenth if necessary. Gender| 0-30| 30-60| 60-90| 90+ Male| 23|35|76|46 Female|31|42|46|16 A bowl of Pho soup costs $7.25. The cost of the small bowl was $5 and it had 3 ingredients. What was the cost of each ingredient? (each ingredient was the same price). Explain using examples the three measures of measuring GDP Guiding Questions:Why did cities emerge? Why do cities attract people? What factors affected the growth and distribution of the U.S. urban population?Why did suburbs develop? (1) Farmer Ben has only ducks and cows 21 in total. He cant remember how many of each he has. He knowsthat the animals have a total of 52 legs. Assuming that each animal has all legs intact and no extralimbs, how many of each animal does farmer Ben have? Draw a clear diagram to answer this question.(2) On a merry-go-round, 12 horses are evenly spaced on the outside perimeter. Abe is opposite to the firsthorse. It takes 4 seconds for the fourth horse to reach Abe. How long will it take the merry-go-round togo around once? Draw a clear diagram to answer this question. Make a Diagram and solve this problem.(3) Charmins daughter has $6.00 she wants to spend on a comic books and superhero cards. Comic bookscost 75 cents each, and deluxe packages of superhero cards cost $1.50 each. List all the ways she canspend all of her money on comic books, superhero cards , or both.(4) In how many ways can one add only three positive even numbers and get 22? 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She tries to sit on her mother's lap but her mother tries to urge her to play with the toys. Her mom hands her a toy and she begins to play with it. The stranger enters the room and shortly after her mother leaves. Miley throws her toy and begins to cry. When Miley's mother returns, Miley cries and looks very angry then hits her mother. can someone help me solve this equation?-11v-14=v-14 Why would people want to join the Ottoman Empire army ? Hudson is selling water bottles at a baseball game to help raise money for new uniforms. Before the game, he buys two cases of 24 water bottles for a total of $18.50. At the game, he sells all of the bottles for $1.25 each. How much profit does Hudson make? PLSSS HELPPPP I WILLL GIVE YOU BRAINLIEST!!!!!! PLSSS HELPPPP I WILLL GIVE YOU BRAINLIEST!!!!!! PLSSS HELPPPP I WILLL GIVE YOU BRAINLIEST!!!!!! PLSSS HELPPPP I WILLL GIVE YOU BRAINLIEST!!!!!!PLSSS HELPPPP I WILLL GIVE YOU BRAINLIEST!!!!!! PLSSS HELPPPP I WILLL GIVE YOU BRAINLIEST!!!!!! 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Do you think they are speaking the truth? The dot plot shows the results of two random samples measuring the mean time, in hours, spent working out in a given week. Which statement is true? a The students in sample 1 are better at taking tests than the students in sample 2 because the mean study time in sample 1 is noticeable less than the mean study time in sample 2. b The students in sample 1 are better at taking tests than the students in sample 2 because the mean study time in sample 1 is noticeable greater than the mean study time in sample 2. c The study time spent by the students in sample 1 varies more than the study time spent by the students in sample 2 because the range for sample 1 is larger.d The study time spent by the students in sample 1 and the study time spent by the students in sample 2 vary by the same amount because the ranges are equal. you have 60 oz of egg noodles. yiu need 5 oz to make one serving of chicken noodle soup. how maby servings can you make