Computer SciencePython programming languagePlease help me with these Review questions with as much explanation as possible. I really need to understand this Problem 1: RandomizationAn important tool in algorithm design is randomization.[a] Describe two ways that we can obtain random numbers, one from actual data and another using generator functions.(This question is not about how to use a package like Python's "random" to generate random numbers. That is somewhatbeing tested in problem 1b.)[b] Give four examples from our course of how randomziation was used in data structures or algorithms. Don't just name it,be very clear how the randomization was used. (Multiple algorithms that use randomization in the same way count as justone example.) For each, explain whether it is a Las Vegas or Monte Carlo and why.[c] For each of those four examples, describe an alternative approach to solving the same problem that does not entalrandomization.

Randomization is a technique in algorithm design that involves introducing randomness into the…

n important tool in algorithm design is randomization. ] Describe two ways that we can obtain random numbers, one from actual data and another using generator functions. This question is not about how to use a package like Python's "random" to generate random numbers. That is somewhat eing tested in problem 1b.) ] Give four examples from our course of how randomziation was used in data structures or algorithms. Don't just name it, e very clear how the randomization was used. (Multiple algorithms that use randomization in the same way count as just ne example.) For each, explain whether it is a Las Vegas or Monte Carlo and why. ]For each of those four examples, describe an alternative approach to solving the same problem that does not ental andomization.

n important tool in algorithm design is randomization. ] Describe two ways that we can obtain random numbers, one from actual data and another using generator functions. This question is not about how to use a package like Python's "random" to generate random numbers. That is somewhat eing tested in problem 1b.) ] Give four examples from our course of how randomziation was used in data structures or algorithms. Don't just name it, e very clear how the randomization was used. (Multiple algorithms that use randomization in the same way count as just ne example.) For each, explain whether it is a Las Vegas or Monte Carlo and why. ]For each of those four examples, describe an alternative approach to solving the same problem that does not ental andomization.

C++ Programming: From Problem Analysis to Program Design

8th Edition

ISBN:9781337102087

Author:D. S. Malik

Publisher:D. S. Malik

Chapter15: Recursion

Section: Chapter Questions

Problem 6PE

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Computational Systems

The computation systems can be defined as the systems that are capable of solving a problem that includes calculations either mathematical or logical, and are able to produce the result as an output. For example, a simple calculator that is given a set of numbers and operators as input and produces the result as an output can be defined as a computational system. The above example is a simple illustration only, the computational systems range from simple devices to complex devices such as the systems that control the SpaceX companies, Starlink satellites which are being quite recently seen in the skies at many places globally.

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Computer Science

Python programming language

Please help me with these Review questions with as much explanation as possible. I really need to understand this

Problem 1: Randomization
An important tool in algorithm design is randomization.
[a] Describe two ways that we can obtain random numbers, one from actual data and another using generator functions.
(This question is not about how to use a package like Python's "random" to generate random numbers. That is somewhat
being tested in problem 1b.)
[b] Give four examples from our course of how randomziation was used in data structures or algorithms. Don't just name it,
be very clear how the randomization was used. (Multiple algorithms that use randomization in the same way count as just
one example.) For each, explain whether it is a Las Vegas or Monte Carlo and why.
[c] For each of those four examples, describe an alternative approach to solving the same problem that does not ental
randomization.

Process by which instructions are given to a computer, software program, or application using code.

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Question 2 One of the important tasks in computational biology is to find short repeating patterns from DNA sequences. These patterns help the biologists to analyze the functionality of different parts in a living being. As a computer science student, you are asked to write a program that will find all the patterns of a given length from a DNA sequence and their number of presence in that sequence. This information will help to find the dominant pattern of a given length in the sequence. You will also find the dominant pattern. Dominant pattern is the sequence which has maximum occurrence. If there are multiple dominant pattern the program will print "No Dominant Pattern found." Sample Input: ATTCGATCG 3 Sample Output: ATT 1 TTC 1 TCG 2 CGA 1 GAT 1 АTC 1 Dominant Pattern: TCG
Please help. I don’t understand
solve in C programming and step by step please also please be quick
Using Python Recursion is the concept of a function calling itself until the problem is solved when the Base Case is met. Study Recursion: See slides in Modules, Practice Slides, lab12 and also Recursion is in chapter 9 of the textbook. Some examples of recursion are: compute [ factorial of a number, towers of Hanoi, fractals (as shown in the textbook), and many more]. Example: See slides Page 2 For this assignment we'll use Collatz Cojecture (see Wikipedia). Collatz Conjecture algorithm: Given a number n, first call to the function: f(n): In the function: if n == 1 return 1: if n is even then f(n/2), i.e. call self with the new value. else (n is odd) call self with the new value, f((n*3)+1) and repeat. All numbers eventually end up with 1. The program should test for the base case which is: if n == 1, in which case it returns to the caller with 1. This problem is perfect to demonstrate Recursion.Create a list with random numbers (you can just do this part manually) in the list as 1,…
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Answer 12....
We have discussed two data structures -- arrays and array lists. Both can be used to store multiple data items of the same data type. When writing code, a programmer must decide between these two data structures. Initial Post: State a situation in which an array would be the preferred data structure and one in which an array list would be the preferred data structure. Give reasoning for each choice.
Answer the following mention question with opps and JS
Recursion can be direct or indirect. It is direct when a function calls itself and it is indirect recursion when a function calls another function that then calls the first function. To illustrate solving a problem using recursion, consider the Fibonacci series: - 1,1,2,3,5,8,13,21,34...The way to solve this problem is to examine the series carefully. The first two numbers are 1. Each subsequent number is the sum of the previous two numbers. Thus, the seventh number is the sum of the sixth and fifth numbers. More generally, the nth number is the sum of n - 2 and n - 1, as long as n > 2.Recursive functions need a stop condition. Something must happen to cause the program to stop recursing, or it will never end. In the Fibonacci series, n < 3 is a stop condition. The algorithm to use is this: 1. Ask the user for a position in the series.2. Call the fib () function with that position, passing in the value the user entered.3. The fib () function examines the argument (n). If n < 3…
Question in image. Please solve by explaining. Question 2.1 writing a Python Fibonacci function should be implement using recursion method.
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