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Computing
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Computer Science
Exam 11: Artificial Intelligence
Path 4
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Question 1
Essay
Suppose the eight-puzzle was extended to a four-by-four tray containing 11 tiles with the solved puzzle appearing as below.
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\begin{array} { r r r r } 1 & 2 & 3 & 4 \\5 & 6 & 7 & 8 \\9 & 10 & 11 & 12 \\13 & 14 & 15 &\end{array}
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What problem would occur if our heuristic search (using the-number-of-tiles-out-of-place)was applied to solve the puzzle start from the configuration below? How could that problem be overcome?
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\begin{array} { r r r r } 1 & 11 & 15 & 12 \\5 & 6 & 7 & 8 \\9 & 10 & 2 & 3 \\13 & 14 & & 4\end{array}
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Question 2
Essay
Why would the search process used in the text to solve the eight-puzzle not be applicable in cases of competitive games such as chess or checkers?
Question 3
Multiple Choice
Which of the following is a statement of the closed-world assumption?
Question 4
Short Answer
Fill in the blank entries in the semantic net below to reflect the meaning of the sentence "Dumbo ate peanuts."
Question 5
Short Answer
Place an X in each blank below that is associated with a conclusion that would require the closed-world assumption in the context of a database that contained a list of subscribers to the New York Times. _____ John Doe subscribes to the New York Times. _____ John Doe does not subscribe to the New York Times. _____ Either Mary Doe or John Doe does not subscribe to the New York Times. _____ Either Mary Doe or John Doe subscribes to the New York Times.
Question 6
Short Answer
In each blank below place a P or an S to indicate whether the associated activity is performance oriented (P)or simulation oriented (S). ____ Writing a program that applies a particular economic theory to see if that theory leads to realistic consequences. ____ Writing a program to allow a database system to receive requests verbally. ____ Writing a program to control an automated aircraft landing system. ____ Writing a program to handle a university's registration system.
Question 7
Multiple Choice
The diagram below represents an associative memory as describe in the text.Under what condition will the center neuron become excited?
Question 8
Short Answer
The field of research known as _______________________ seeks to apply survival-of-the-fittest theories to the problem solving process.In particular,_________________________ is the subfield that seeks to apply such evolutionary principles to the programming process.
Question 9
Short Answer
Suppose the search tree below is being constructed to solve the eight-puzzle using the-number-of-tiles-out-of-place as the heuristic.In each blank under a terminal node,write the heuristic value of the associated node.Then,circle the node that the search would pursue next.
Question 10
Short Answer
Place an X in each blank below that is associated with a statement that would be considered true by a closed-world database containing only the statement "Kermit is a frog OR Miss Piggy is an actress." _____ Kermit is a frog. _____ Miss Piggy is not an actress. _____ Kermit is not a frog AND Miss Piggy is not an actress. _____ Kermit is not a frog.
Question 11
Short Answer
Fill in the blanks with input values that will cause the artificial neural network below to produce an output of 1.
Question 12
Multiple Choice
If the heuristic being used is the-number-of-tiles-out-of-place,which of the following eight-puzzle will be given priority for further consideration by a heuristic search?
Question 13
Essay
Fill in the blank at the output end of each neuron in the artificial neural network below.
Question 14
Short Answer
Fill in the connection weights so that the artificial neuron below produces an output of 1 only when the upper two inputs are 1 and the lower input is 0.
Question 15
Short Answer
Suppose the task of solving the equation 3x + 2 = 17 were analyzed as a production system. A.What would be the goal state? B.What would be the production that would probably be applied first?
Question 16
Essay
How many nodes would be in the search tree generated by a heuristic search when solving the eight-puzzle from the starting configuration below if the-number-of-tiles-out-of-place were used as the heuristic? 1 2 4 5 3 7 8 6 ____________