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- Q3 c. Surely animals cannot be intelligent- they can do only what their genes tell them. Is the later statement true and does it imply the former?2. Let M₂ be the Turing Machine diagram as follow: 90 B/BR 91 a/a R 92 Y/Y R B/B R a/X R Ps X/X R Dr DYNYR Z/Z R B/BR 93 b/Y R 94 c/Z R 95 a/a R Y/Y R c/Z L 96 b/b R Z/Z R a/a L b/b L Y/YL Z/Z L a) Trace the computation of M₂ on input string aabcc. b) Give TWO (2) other strings that will be accepted by the Turing Machine. c) Give a set-theoretic definition to define the language.Given: Turing Machine (TM) Transition Diagram 0.R X,R 1.R 0/u,R 9: OX,L u.R 93 1,R 1,R gr Identify whether the strings are either ACCEPTED or NOT ACCEPTED by the given TM. NOTE: 0, R means read data (0) and write data (0), move right 0/X, L means read data (0) and write data (X), move left u-tape blank symbol 001 ✓ 00001 ✓ 00010001 ✓000100001 91 0000100001 X.R O,L 1,L X,L A. NOT ACCEPT B. ACCEPT
- 5.2 intermediates were needed to reach anybody in the tiny world experiment (thus 6-degree of separation). It's been almost 50 years. The Internet might assist. Imagine suppose everyone on Earth doubles their online social network acquaintances (2x). Evaluate the new distance. Your guess.i. Design a Turing machine that appends two copies of given strings of 1's to its end. In other words, design a machine that performs computation qow = qwww for any w e {1}* and 9, E F. ii. Show each step of configuration changes of the machine starting from initial configuration: 9611Advances in science and technology, especially in Communication technology causes international relations in the world to be more open. This condition has led to globalization in various fields, both economic, cultural, political, and social towards liberalism. In order for us to participate in the above situation we must become "intercultural people" Explain what is meant by "intercultural people" ?
- Q3. Select all the correct statements about deep learning (multiple options are possible): the adoption of activation functions ensures artificial neural networks' nonlinear behaviour sin0 (i.e. the sine function) is used as activation function a multilayer perceptron of width (n+1) can calculate any function from Rn to R artificial neural networks do not always perform better than generalised linear models in machine learning problems a deep learning pipeline must include a feature selection step after preprocessing and before training we can always build artificial neural networks calculating any function from Rn to RPlease help with my artificial intelligence question below: Forward chaining and Backward chaining Suppose that the coding resulting from the acceptance of knowledge is as follows: A1 = body temperature >= 38°C A2 = cough A3 = cold A4 = persistent cough especially at night A5 = breath sounds P1 = common fever P2 = normal cough P3 = influenza / viral infection P4 = whooping cough P5 = respiratory tract infection The rules on the knowledge base include: R1 : IF A1 THEN P1 R2 : IF A2 THEN P2 R3 : IF P1 and (P2 or A3) THEN P3 R4 : IF P3 and A4 THEN P4 R5 : IF P3 and A5 THEN P5 The facts obtained from the user are that the fever, cough, and cough are more frequent at night (A1, A2, A4 → true). Explain the steps to get a conclusion if the inference technique used is: a. Forward chaining b. Backward chainingQ.10 Explain the basics of genetic algorithm along with its applications.
- 15. You want to train a deep neural network for detecting human faces in passport pictures. Which type of network is the most suitable for this scenario? 00 Convolutional Neural Network Restricted Boltzmann Machine Recurrent Neural Network O Recursive Neural Network 16. You trained four (4) deep neural networks for predicting weather: D1 has 1,000 layers and a training error of 0.00012, D2 has 5,000 layers and a training error of 0.00006, 03 has 500 layers and a training error of 0.00023, and D4 has 80 layers and a training error of 0,00178. Which network will be the most useful for predicting future weather forecasts? D2 D3 D4 OD13. Consider the following Turing Machines. Match then with the tickie definition of the language. Write your answer in the blank column of the table below: x/x R a/a R b/b R A/AL a/a L b/b L a/A R b/BR B/BL #/#L a/A L b/BL #/#R 9₂ 4₂ x/x R 40 a/a R b/b R X/X R A/AL B/B L 95 #/#R Y 96 A/a L/ B/b L b/B R 9, 9₂ B/#L 96 #/# R 90 4₂ b/# R #/#L 99 #/#L a/AR A/AR 98 B/BR A/#L a/a L b/b L #/#L a/# R A/AR B/BR a/a R b/b R X/X R a/a R b/b R 9₁ #/# R 9₁ B/BL #/# L 92 9₁ a/# L a/a L 9₂ B/BL #/# L 94 95 b/b L a/a R b/# L b/b R A. L = {w#w | w = {a,b}*} B. L = {www = {a,b}*} 90 B/B R a/a R b/b R a/x R 9, b/x R B/BL #/#R 94 a/x R #/#R x/x R a/a R b/b R x/xR #/#R_ a/a R. b/b R S 92 B/BR 90 91 #/# R. b/x R B/BL 99 95 (910 a/a R b/b R x/x R C. L = ({ww | w = {a, b}*} #/#R 97 b/x L #/#R a/a L b/b L a/a R b/b R 93 96 a/a R b/b R #/#L B/BL 94 x/x L x/x L B/BL a/x L x/x L #/#L a/x L a/a L b/b L x/x R as 9 b/x L 97 D. L = {w#w² | w = {a, b}*}A Turing Machine is defined by the following 5 tuples: (0,0,1,0,R) (0,1,1,1,L) (0,b,b,0,L) (1,0,0,1,L) (1,1,0,1,R) The initial configuration is shown below: b001 1|1b Select the correct statements below: This Turing Machine will halt. Rule (0,1,1,1,L) is never applied. O Rule (1,0,0,1,L) is never applied O There is no '1' on the tape when the machine halts