1.Using genetic algorithm maximize f(x)=? over (0...31). Choose the initial population as (13,24,8,16). Fill the below table (first one is shown as example) Xvalue(InitialPopulation)1324816InitialpopulationRepresentationas binary String01101fx=x²169f(x)/ sum of allf(x)=169/1065-0.16RouletteWheel (Portionthat coversEach X)16%

Genetic algorithms are a type of optimization algorithm inspired by the process of natural selection…

Answered: 1.Using genetic algorithm maximize…

1.Using genetic algorithm maximize f(x)=? over (0...31). Choose the initial population as (13,24,8,16). Fill the below table (first one is shown as example)

Database System Concepts

7th Edition

ISBN:9780078022159

Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Chapter1: Introduction

Section: Chapter Questions

Problem 1PE

See similar textbooks

Related questions

Q: 6.2. Use the algorithm described in Proposition 6.5 to solve each of the following subset-sum…

A: The subset-sum problem is a computational problem in computer science and mathematics. It involves…

Q: If we choose to represent each genotype as a partial permutation, then provide an algebraic…

A: genotype as a partial permutation, then provide an algebraic expression, in terms of n, for the size…

Q: If we add a positive constant to each of the array of values, then the z-score of an observation…

A: If we add a positive constant to each of the array of values, then the z-score of an observation…

Q: In Python, Solve using Least Squares method for linear regression given the following data points.…

A: We need to solve using Least Squares method for linear regression in Python for the given data…

Q: s it True or False, when using gradient descent, we have to set the learning rate carefully. To be…

A: Learning rate : It is used to scale the magnitude of parameter on the updates during gradient…

Q: Using R codes 3.6 Let X be a random variable with pmf given by p(x) = 1/10 for a = 1,..., 10 and…

A: Given : Value x can take = 1 to 10 Probability of taking any value = 1/10

Q: Use the pigeonhole principle to determine how many people are needed in a group to say that at least…

A: The answer is given in the below step

Q: CLT: Distribution Problem#1 of Sample Mean 17. A simple random sample of size n = 49 is obtained…

A: Algorithm: Load the stats package to use the dnorm and pnorm functions for the normal distribution.…

Q: given P(D|M) P(M\D)P(D) solve the followin %3D p(M)

Q: Consider a Random Number generator algorithm whose seed, Xo = 7,869. Using the Mid-Square method,…

A: #include<stdio.h>int main(){ long int seed = 7869; int i, n, random; printf("Number…

Q: Let f(x1, x₂) = x₁ cos(x₂) e-*₁. What is the gradient Vf(x) of f?

A: In Calculus, a gradient is a term used for the differential operator, which is applied to the…

Q: Solve the recurrence relations below. Fill in the blanks for the closed form expression and rate of…

A: Solution given for the recurrence relation sum,

Q: Task 1 Complete the gradient_descent function below. You do not need to work on the graphs below. If…

Q: CLT: Distribution of Sample Proportion Problem#3 13. A simple random sample of size = 1,000 is…

A: Answer is given below

Q: Write Algorithm for Round robin tournament including a scoring for the match results.…

A: given data: in: sequence P of n players (1 ≤ n)out: sequence R of n players with attribute…

Q: please try to simulate the probability of rolling a Die with Sample Space* S={1,2,3,4,5,6} and the…

A: The sample space when we for the dice is s = {1,2,3,4,5,6}. Sample space is set of all the…

Q: Given the graph below. The graph is: * all answers are correct (except “all answers are incorrect")…

A: A graph is a cluster of nodes connected among themselves via edges.

Q: Fill in the bubbles for ALL correct choices: there may be more than one correct choice, but there is…

A: A foundational technique in machine learning for both classification and regression problems is the…

Q: 10. What is the probability that in a random group of 10 people at least two have the same birthday?

A: As per guideline, one question is answered at a time. Kindly, post remaining question separately.

Q: In R-Studio Problem 2. Find a large set of integers (with at least 10000 observations)…

A: Answer: I have given algorithms in the handwritten format

Q: or n=5 , In base there are more than 5 stars, however it should be equal to 5 like I shared picture…

A: In this question we have to write a python program for the hollow triangle with a same number of all…

Q: eate and describe a general m-round winner tournament for players P called…

A: Round-Winner-Tournament(P,m) is a tournament format where players are paired at random in m rounds,…

Q: Write Algorithm for Round robin tournament including a scoring for the match results.…

A: Description: The algorithm does the following: Input is taken for a sequence of n players. For each…

Q: rtificial Neural Networks (Hebb Network): Using Hebb Network, train and update the weights. i-)…

A: Hebbian rule Hebbian Learning Rule, also known as Hebb Learning Rule, was proposed by Donald O…

Q: Write Algorithm for Round robin tournament including a scoring for the match results.…

A: Description The algorithm does the following: Input is taken for a sequence of n players, P. For…

Q: Suppose you have n items with non-negative weights w1, ... , wn. For each subset S of the items,…

A: To prove that OPT > maxj wj, we can start by assuming that OPT <= maxj wj. Then, there must…

Q: lease show step by step working, if python code can be provided, it will be good!

A: It is defined as a powerful general-purpose programming language. It is used in web development,…

Q: Suppose we want to pick two numbers from {1,2,⋯,100} randomly. What is the probability that the sum…

A: I have provided solution in step2.

Q: Consider the same house rent prediction problem where you are supposed to predict price of a house…

A: The solution to the above question is:

Q: Prove that I(X; Y |Z) ≥ I(X; Y ) . Note: X, Y, and Z are random variables. X and Z are…

A: The question is asking to prove that the conditional mutual information I(X; Y |Z) is greater than…

Q: Suppose we increased the value of 3 to become 3.5, what impact would that have on the asymptotic…

A: The recurrence relation T(n) = 81T(35n/100) + 192n³ represents the time complexity of an algorithm…

Q: The minimal frame size in a CSMA/CD network with a data throughput of 10 Mbps is discovered to be…

A: Question :- The minimal frame size in a CSMA/CD network with a data throughput of 10 Mbps is…

Q: Write an expression for the decomposition of selection bias in each of the following cases. Which is…

Q: Consider the same house rent prediction problem where you are supposed to predict price of a house…

A: The problem is about linear regression with L1 regularization (also known as Lasso Regression). The…

Q: Consider the equation (123),= (x8), with x and y as unknown. The number of possible solutions %3D 5.

A: Introduction :

Q: Answer the following questions given the figure (topic is about the A* algorithm): Legend:…

A: Here's an Algorithm We create two lists – Open List and Closed List (just like Dijkstra Algorithm)…

Q: Baby Ehab will just cut and not stick. He begins with a piece of paper with an exhibit an of length…

A: Here have to determine about the exhibit an of length problem statement.

Q: Fill in the blanks for the closed form expression and rate of growth.

Q: C={c1,c2,… ,cm} (c1<c2<… <cm) be the arrangement of individuals who hold cardboards of 'C'. Let…

A: Here have to determine about the who hold cardboards programming problem statement.

Q: case there are at least two lines with equivalent worth in this segment, their overall request…

A: Here have to determine about the program problem statement.

Q: 1. Implement and plot a simple linear regression for the above data, where the temperature is “x",…

A: Linear regression is used to predict analysis between the components. Explanation: In the main…

Concept explainers

Random Variables

A random variable Z is a real valued function of the type Z: S → R on a sample space S. That means the function assigns a real number to every primitive event in the sample space. In other words, a random variable is a function mapping a sample space S to a set of real numbers R.

Question

1.Using genetic algorithm maximize f(x)=? over (0...31). Choose the initial population as (13,24,8,16). Fill the below table (first one is shown as example)

X
value(Initial
Population)
13
24
8
16
Initial
population
Representation
as binary String
01101
fx=x²
169
f(x)/ sum of all
f(x)
=169/1065-0.16
Roulette
Wheel (Portion
that covers
Each X)
16%

Process or set of rules that allow for the solving of specific, well-defined computational problems through a specific series of commands. This topic is fundamental in computer science, especially with regard to artificial intelligence, databases, graphics, networking, operating systems, and security.

Expert Solution

This question has been solved!

Explore an expertly crafted, step-by-step solution for a thorough understanding of key concepts.

SEE SOLUTION Check out a sample Q&A here

Step 1: Introduction

VIEW

Step 2: Complete table

VIEW

Solution

VIEW

Step by step

Solved in 3 steps

SEE SOLUTION Check out a sample Q&A here

Knowledge Booster

Learn more about

Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, computer-science and related others by exploring similar questions and additional content below.

Similar questions

Machine Learning You are given the scatter of points (x,y) = (1, 1.5), (4, 3.5), (7, 9), (10, 8). Set up an optimization problem to perform linear regression by hand along the lines of the previous problem by defining theta, etc. Then perform hand calculations to implement linear regression using gradient descent, and report the optimal value of theta that you obtain and what that means. Again, list all the steps - 1, 2,...etc. without omitting any details.
Design and describe a general m-round winner tournament, Round-Winner-Tournament(P,m), for players P, where in each round 0, 1,...,m − 1 the players are paired randomly and the winners proceed to the next round. After round m − 1, the champion is selected randomly from the remaining players. Interestingly, this tournament structure has the following special cases: m = 0 is a random selection tournament, m = 1 is a random pairing tournament, and m = lg |P| is a single elimination seeding tournament
Write Algorithm for Straightforward pairings for a round robin tournament.in: round index r (0 ≤ r ≤ 2 · (n − 1)/2); number of players n (1 ≤ n)out: sequence R of n player indices indicating the match pairings between players R2i and R2i+1, when i = 0,..., n/2 − 1; if n is odd, Rn−1 indicates the restingplayer
Classify the 1’s, 2’s, 3’s for the zip code data in R. (a) Use the k-nearest neighbor classiﬁcation with k = 1, 3, 5, 7, 15. Report both the training and test errors for each choice. (b) Implement the LDA method and report its training and testing errors. Note: Before carrying out the LDA analysis, consider deleting variable 16 ﬁrst from the data, since it takes constant values and may cause the singularity of the covariance matrix. In general, a constant variable does not have a discriminating power to separate two classes.
Procedure 1 (Local Search(y) with depth δ) t := 1.While t ≤ δ and ∃z : (H(z,y)=1 and f(z) > f(y)) do y := z. t := t + 1.If there is more than one Hamming neighbor with larger fitness, z may be chosen arbitrarily among them.Algorithm 1 ((1+1) Memetic Algorithm ((1+1) MA)) write correct algorithm otherwise you will get downvote.
Write Algorithm for Round robin tournament including a scoring for the match results.Round-Robin-Tournament(P)in: sequence P of n players (1 ≤ n)out: sequence R of n players with attribute score(i)constant: score points for a winner w, for a loser , for a tie tlocal: number of rounds t
Show the differences between breadth first search and best first search in 8 Puzzle game. Start and goal states are given below. Sequence of operation must be up, down, left, right for blank tile and heuristic function is number of tiles out of place. Maximum 4 levels may be searched.
There are three financial aid counselors. If a student’s last initial is from A – H, let them know that their counselor is Jon Stewart. If a student’s last initial is from I – Q, let them know that their counselor is Chelsea Handler. If a student’s last initial is from R – Z, let them know that their counselor is Brian Williams.Ask student for the FICO score, if it’s less than 660 tell that this student cannot have a loan.
Algorithm for LLP-GAN training algorithmInput: The training set L = {(Bi, pi)}n i=1; L: number of total iterations; λ: weight parameter.Input: The parameters of the final discriminator D.Set m to the total number of training data points
pleaseee solve question 2 please
Multiple Linear Regression A nursing instructor wishes to see whether a student's grade point average and age are related to the student's score on the state board nursing examination. She selects five students and obtains the following data. Student A B D E GPAX₁ 3.2 2.7 2.5 3.4 2.2 Age x₂ 22 27 24 28 23 State board score y 550 570 525 670 490 My Solutions > a) Refer to fitlm. From its output, determine the b0, b1, and b2. Do not simply enter the values but work with objects in MATLAB. You can also search How to get the p-value as an output of fitlm on MATLAB Answers. b) Predict a student's state board score who has a GPA of 3.0 and who is 25 years old. The multiple regression equation is y = bo+b₁x₁ + b2x2. c) Obtain the Coefficient of Determination (R²) from fitlm's output. Check LinearModel. d) Obtain the F-statistic using coefTest. Its value must be the same as that of fitlm with some discrepancy due to rounding off.
Convert the following NFA to DFA using the subset construction algorithm. Use A, B, C etc to denote your new ordered states. Use Phi (O) if necessary. Σ= {a,b}. Notice that is equivalent to E. Select the correct answer 90 q1 A 92 q4 A b 93 95 96 q7 98