What's going on? In [ ]: x = np. linspace(0, 1, 3) #y = 2*x + 1: y = x y = 2 y += 1 print(y) # Z = 4*x - 4: Z = X Z *= 4 Z = 4 print(z)
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- Suppose that you want to implement an algorithm that will compete on a two-player deterministic game of perfect information. Your opponent is a supercomputer called DeepGreen. DeepGreen does not use Minimax. You are given a library function DeepGreenMove(S), that takes any state S as an argument, and returns the move that DeepGreen will choose for that state S (more precisely, DeepGreenMove (S) returns the state resulting from the opponent's move). Write an algorithm in pseudocode (following the style of the Minimax pseudocode) that will always make an optimal decision given the knowledge we have about DeepGreen. You are free to use the library function DeepGreenMove(S) in your pseudocode. What advantage would this algorithm have over Minimax? (if none, Justify).Suppose a genetic algorithm uses chromosomes of the form x = abcdefghwith a fixed length of eight genes. Each gene can be any digit between 0 and 9. Let the fitness of individual x be calculated as: ?(?)=(?+?)−(?+?)−(?+?)−(?+ℎ) And let the population consist of fiveindividuals with the following chromosomes: ?1=12345678 ?2=23456781 ?3=45637281 ?4=53617284 ?5=23921285 a)Computethe fitness value for each individual and sort them in order with the fittest first and the least fit last. b)To create mating pool, roulette wheel selection is used. You will select the individuals. The random values to perform roulette wheel selection are 0.15, 0.56, 0.50, 0.68, and 0.95respectively. Please construct the mating pool step by step and write the selected individuals clearly. c)Perform thefollowing crossover operations in the mating pool: i)Cross the fittest two individuals using one–point crossover at the middle point. ii)Cross the second and third fittest individuals using a two–point crossover…To start compute φ, the number of ways that 3 ☐'s could be inserted into a genetic string s, where |s| = 10, and ☐ represents a space (' ') φ = x + y + z, where• x = the number of possibilities for inserting '☐☐☐'• y = y₁*y₂, where y₁ = the number of possibilties for inserting '☐☐' at any position p, and y₂ = the number of possibilites for inserting the remaining '☐' at position q ≠ p.• z = the number of possibilities for inserting the 3 ☐'s at 3 different positions
- Write a 2 tape Turing machine that converts its input from binaryto unary. In other words, if the input is the string x ∈ {$, 0, 1}∗, a $ followed by thebinary expansion of the nonnegative integer n (for example, $101 to represent n = 5), thenthe machine outputs the string 1^n(e.g., 1^5 = 11111). You may assume the input stringwill be in this format, i.e., a $ followed by either just a 0, or followed by a binary stringbeginning with 1.The Fibonacci series is an infinite sequence of natural numbers, starting from 0 and 1, from which the terms are generated from the sum of the previous sequence elements. a0=0, a1=1, a2=a0+a1, ... , an+1=an+an-1 Implement an algorithm in Java that get n from console and that print the first n terms of the Fibonacci series.In the cellular automata, some cells are filled while others are empty. Assume having a Boolean array of values corresponding to filled and empty cells, develop a Java code segment to plot the updated cellular automata assuming cell width and height is c, and the number of cells per row is n and the number of cells per column is n. solve it using Java2d and implement thread or timer in solution
- Modeling the spread of a virus like COVID-19 using recursion. Let N = total population (assumed constant, disregarding deaths, births, immigration, and emigration). S n = number who are susceptible to the disease at time n (n is in weeks). I n = number who are infected (and contagious) at time n. R n = number who are recovered (and not contagiuous) at time n. The total population is divided between these three groups: N = S n + I n + R n There are several hidden assumptions here that may or may not apply to COVID-19, such as a recovered person is assumed to not be able to get the disease a second time, at least within the time window being examined. On week 0 (the start), you assume a certain small number of people have the infection (just to get things going). Everyone else is initially susceptible, and no one is recovered. There are two constants of interest: Let period = time period that it takes for an infected person to recover (recover meaning they become not infectious to…Computer Science Please finish the template that i provide. #includeclass Nurikabe{public:/*n is the size of the Nurikabe, n >= 5, n <= 20game is the result from some playerhere is one examplen: 5game = { {'W', 'W', 'W', '1', 'W'},{'W', '.', 'W', 'W', 'W'},{'W', '2', 'W', '.', '3'},{'3', 'W', 'W', '.', 'W'},{'.', '.', 'W', 'W', 'W'} };W represent wall*/Nurikabe(char game[20][20], int n){}/*return 1 if result fit the rule.return 0 if result not fit the rule.*/int isCorrect(){}private://請設計你自己的資料結構來儲存遊戲的結果//Please design your own data structure to keet the result};int main() {int n, j, l, k;char game[20][20] = { {'W', 'W', 'W', '1', 'W'},{'W', '.', 'W', 'W', 'W'},{'W', '2', 'W', '.', '3'},{'3', 'W', 'W', '.', 'W'},{'.', '.', 'W', 'W', 'W'} };std::cin>>n;for(j = 0;j < n;j ++)for(k = 0;k < n;k ++)std::cin>>game[j][k];Nurikabe *a = new Nurikabe(game, n);std::cout<iscorrect();return 0;}Consider printing neatly the silly text “This week has seven datesin it ok” in a column with width M = 11. This is represented as the printing neatlyinstance M;l1, ... , ln=11; 4, 4, 3, 5, 5, 2, 2, 2. (a) Fill in the birdAdvice[0..n] andcost[0..n] tables for this example. The original instance, its solution, and its cost arein the bottom row. (b) When filling in this last row, give solutions and costs associatedwith each of the possible bird answers
- Give an NFA over a single letter alphabet that rejects some string, but the length of the shortest rejected string is strictly more than the number of states. (Hint: Build an NFA with seven states arranged in loops of length two and five. Assign start and final states so that the shortest rejected string is of length 9 = 2 * 5 − 1.)Suppose you have a finite state machine that accepts bit strings divisible by 11. The FSM has 11 states R0, R1, ... , R10, each corresponding to the remainder when dividing by 11. Input is fed to the FSM one bit at a time from left to right, the same way we did in our in-class examples. If the machine is currently in state R7, an input of 1 should transition it to which state? Type the subscript only of the new state. Your answer should be an integer between 0 and 10, inclusive.What is the effect of including spelling errors, vs. automatically correcting spelling errors on Heaps’ law?Compute the vocabulary size M for this scenario: Looking at a collection of web pages, you find that there are 3000 different terms in the first 10,000 tokens and 30,000 different terms in the first 1,000,000 tokens. Assume a search engine indexes a total of 20,000,000,000 (2 × 1010) pages, containing 200 tokens on average What is the size of the vocabulary of the indexed collection as predicted by Heaps’ law?