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AI Algorithms (MESIIN476025)

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Arrange the following steps in Genetic Algorithm in order:

1. Random selection of initial population 

2. Crossover and mutation

3. Encoding of chromosomes

4. Selection of best parental chromosomes

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What are the numerical values used to evaluate the outcomes of actions taken by an agent?

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Suppose you are using a genetic algorithm, and you have the following two individuals represented as strings of integers: 

1324421 and 2751421

After performing a crossover operation between the 3rd and 4th digits, which of the following could be possible offspring? (Select all that apply)

The digits are indexed starting from 0.

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The Britain map bellow is partly colored, but it really wants to be in full color.

As usual, neighboring regions are not allowed to be in the same color, and you have only four available colors. .

Assume that we want to color "Yorkshire and The Humber" next. Which color(s) does the

Least Constraining Value

heuristic suggest that you try first? Check all that apply:

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What is the relationship between and ?

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Consider the points A, B, C, D, E, and F on the graph below.

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Which of these points are located on a shoulder of the graph?

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The Britain map bellow is partly colored, but it really wants to be in full color.

As usual, neighboring regions are not allowed to be in the same color, and you have only four available colors. .

Assume that we want to color "Yorkshire and The Humber" next. Which color(s) does the

Least Constraining Value

heuristic suggest that you try first? Check all that apply:

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Which of the following iterative MDP-solving techniques typically converges in the fewest number of iterations?

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Forward checking is a more powerful constraint propagation algorithm than arc consistency in that it can converge to a solution more quickly.
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Mark all of the differences between genetic algorithms (GA) and simulated annealing (SA):

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