Consider the problem of searching for genes in DNA sequences using Boyer-Moore algorithm. A DNA sequence is represented by a text on the alphabet {A, C, G, T}, and the gene segment is the pattern. Choose the problem instance for your group. (Choose the text and the pattern for your group.) If you choose a different problem instance, your answer will not be accepted and you will get zero for your solution. Construct the bad-symbol shift (?1) table and the good-suffix shift (?2) table.

Q: 1. Consider the following knowledge-base. a bac a enf befak C+e dek е. fejne fec jec (a) whv not? Is…

A: Knowledge Base: Knowledge base in AI merge  all the data from varied, separated teams to make…

Q: Let's say that I have 25 algorithms for the task which has all 0.6 accuracies. If I apply majority…

A: The above situation can be modelled as the binomial method for prediction.  Here the number of tasks…

Q: Write a computer algorithm, in pseudocode, to test whether a relation R defined on a finite set A is…

A:

Q: What is the time complexity of the Dynamic Programming Algorithm in the last example of the relevant…

A: In dynamic programming, the time taken by the algorithm to run completely is defined as the product…

Q: Write the code to train the neural network using back propagation algorithm for XOR problem

A: The data     We next create our training data. This data is the same for each kind of logic gate,…

Q: I want to fill out a code with 5 inputs and 1 output with fully connected neural network & linear…

A: Answer: I have done code in python  we have taken 5 input and first and second hidden layer so that…

Q: Consider the wffs: φ1 ≡ p1 → (p2 → (p3 → p4)) φ2 ≡ (p1 ∧ p2 ∧ p3) → p4 (a) Technically speaking,…

A: Given, φ1 = p1→(p2→(p3→p4)) φ2 = (p1 ^ p2 ^p3)→p4   Rules:  If P is a formula , then ~P is a Well…

Q: Consider a 5-class classification problem with input images of size 10x10. We design a neural…

A: Given Data : Number of classes = 5 Input image size = 10 x 10 Number of hidden layers = 2 Number of…

Q: Consider a knowledge base (KB) shown in Figure4. Assume that the initial fact base from a user is {Q…

A: Consider a knowledge base (KB) shown in Figure4. Assume that the initial fact base from a user is {Q…

Q: For the neural network architecture in the given figure, find (to be used for first iteration weight…

A: All Neurons in a Layer generate an Output, however their Weights are not the same for the next…

Q: Assume that you are using YOLO on a 15x15 grid, for a detection problem with 5 different classes…

A: Given Data : Grid Size = 15 x 15 Number of classes = 5 Number of anchor boxes per grid = 3

Q: Implement any neural network. A model of your choice to address a certain problem. You are allowed…

A: Let's implement a Neural network for this problem: Predicting Virus Contraction with a Neural…

Q: Under what circumstances might the A* algorithm fail even when using admissible heuristics? Give a…

A: Given: Under what circumstances might the A* algorithm fail even when using admissible…

Q: Answer True or False whether a function with growth rate is a member of the set of algorithms that…

A: 4. Here (n+1) ( n-1) has greater function of n as n². Thus it cannot be O(logn)  Thus it is false.

Q: Develop a piece of code for following four cases and measure the processing time of different inputs…

A: Because the g(n) function is not specified in the queries, it is not implemented. #include…

Q: Consider the following procedure for initializing the parameters of a neural network: 1. Pick a…

A: Answer:  The correct option is (a) = No because the procedure fails to break the symmetry.

Q: In this section, you will find four distinct machine learning algorithms that may be utilized for…

A: Introduction: Programming languages, flowcharts and drakon-charts are examples of notation used to…

Q: Using the code in the picture (Phyton 3): Find the Recurrence relation for foo(a, b) when b > 0…

A: Lets see the solution.

Q: You are given the midsem and endsem marks for the N Students in the course. A student P is said to…

A: Goal: We have to find the possible students who are not dominated by any other student. Logic: 1. We…

Q: ext step.Go to 2. Now which of the following statements is true? Expound your answer. A. The…

A: 1. Consider the following algorithm which when fed with another algorithm and an input, tells if the…

Q: Given an implementation of an algorithm, you want to check formally its run-time performance before…

A: Given: Given an implementation of an algorithm, you want to check formally its run-time…

Q: 4. Explain the difference in the behavior of hill climbing, best-first search and A* algorithms.

A: In BFS, it's about finding the goal. So it's about picking the best node (the one which we hope will…

Q: The vacuum cleaner problem is a well-known search problem for a vacuum cleaner robot that works on…

A: Vacuum Cleaner Problem in Artificial Intelligence Vacuum cleaner problem is a well-known search…

Q: If an algorithm for a graph problem with |V | vertices and |E| edges has two stages where the first…

A:

Q: Why do we care most about worst case Big-O analysis for algorithms?

A: The Big-O analysis of the algorithm can be defined as the asymptotic algorithm analysis technique in…

Q: What is the time complexity of the Dynamic Programming Algorithm in the last example of the relevant…

A: In dynamic programming, the time taken by the algorithm to run completely is defined as the product…

Q: Let G be a graph with 7 vertices, where each vertex is labelled by a number from 1 to 7. Two…

A: Topological sort: Topological sorting for Directed Acyclic Graph (DAG) is a linear ordering of…

Q: 9. The Turing Machine M below accepts L = { a"b": n >= 1}. y;y,R а; а, R y:y, L а; а, L q1 b;y. L…

A: Solution ======================================================================== after tracing the…

Q: course (discrete structures)   Recall question 2 from Tutorial 3 (Pigeon-Hole Principle), where we…

A: Pigeonhole principle states that if there are n piegonholes and m pigeons such that m>n, then…

Q: A person is given a machine learning problem that has real-valued attributes in a 100-dimensional…

A: I Have answered this question in step 2.

Q: Consider the 8-puzzle below with initial and goal states shown, where 0 corresponds to an empty…

A: Definition of Hill Climb Algorithm Hill Climbing is a heuristic search method used in the field of…

Q: Consider the question of whether a Turing Machine T, on any input for which it does halt, always…

A: A Turing machine consists of a tape of infinite length on which read and writes operation can be…

Q: Prove by Systematic Semantic Tableaux ∃xR(x,x)∨∃x[R(x,x)→¬∃yR(y,x)]

A: Given that  ∃xR(x,x)∨∃x[R(x,x)→¬∃yR(y,x)]

Q: Let A and B each be sets of N labeled vertices, and consider bipartite graphs between A and B. 1.…

A: Let A and B each be sets of N labeled vertices, and consider bipartite graphs between A and B. 1.…

Q: Consider the maze problem below in which the white boxes are available paths and gray boxes are…

A: According to our guidelines we solve first one:…

Q: Given an implementation of an algorithm, you want to check formally its run-time performance before…

A: It depends on the recursion in the algorithm

Q: Classifications and Regression Trees Graph Theory Modular Arithmetic and Cryptography Coding Theory

A: The  classification and regression trees, graph theory and modular arithmetic and cryptography…

Q: A system has three processes (P1, P2, P3) and three reusable resources (R1, R2, R3)

A: Here the processes are P1, P2, P3, and resources are R1, R2, R3.  So, the resource R1 has opted by…

Q: Match the following sentence to the best suitable answer:

A: Given answer is below with complete explanation.

Q: answer. Computer science. society can be addressed by an associated, undirected chart of n vertices…

A: Here have to determine about the Capitalism  programming problem statement.

Q: V1 Implement a multilayer perceptron based neural network (two hidden layers) for 3-class…

A: V1 Implement a multilayer perceptron based neural network (two hidden layers) for 3-class…

Q: Start from any random state of the 8 puzzle problem. State the goal state for your problem. Then…

A: Described as a simple game that combines a 3 x 3 grid (consisting of 9 squares). One of the…

Q: Considering the risk of converging to a local minimum, design a strategy that can improve the…

A: Traditional K-means clustering methods have the issue of becoming trapped at local optima that are…

Q: You are given a dataset consisting of images of various types of animals with labels "cat", "dog",…

A: Multiclass(SoftMax) logistic regression

Q: The language must be in python. Neural Network Units weights of [-1.2, -1.1, 3.3, -2.1] two…

A: Given input implement the neural network in python language: Code : import numpy as npimport mathdef…

Q: Assume h is an admissible heuristic. What about h2 and vh? Are they also admissible? What will be…

A: The condition for a heuristic being admissible is that it is always less than the actual cost, and…

Q: In machine learning we use datasets that have features (or attributes). However, we know that…

A: Refer to step 2 for the answer.

Q: Please don't copy   Consider the following knowledge base a.Prove that Q is true with: 1. P → Q…

A: Truth TablesBecause complex Boolean statements can get complex to reflect onconsideration on, we can…

Q: Provide a complete set of transitions for the Turing Machine that scans to the right until it finds…

A: Task : The task is to create the truing machine that find the substring ab. If it finds it , it…

Use of XOR function

XOR function or exclusive OR function was introduced in Excel 2013. This function is available under excel logical functions. For the given statement, the XOR function will return true only when either of the statements is true. It returns false when both the statements are true or when both the statements are false.