Question: This question considers representing satisfiability (SAT) problems as CSPs. a. Draw the constraint graph corresponding to the SAT problem ( X 1 X 2

This question considers representing satisfiability (SAT) problems as CSPs.

a. Draw the constraint graph corresponding to the SAT problem (¬ X1 ∨ X2) ∧ (¬ X2 ∨ X3) ∧ . . . ∧ (¬ Xn−1 ∨ Xn)
for the particular case n = 5.

b. How many solutions are there for this general SAT problem as a function of n?

c. Suppose we apply BACKTRACKING-SEARCH to find all solutions to a SAT CSP of the type given in (a). (To find all solutions to a CSP, we simply modify the basic algorithm so it continues searching after each solution is found.) Assume that variables are ordered X1, . . .,Xn and false is ordered before true. How much time will the algorithm take to terminate? (Write an O(·) expression as a function of n.)

d. We know that SAT problems in Horn form can be solved in linear time by forward chaining (unit propagation). We also know that every tree-structured binary CSP with discrete, finite domains can be solved in time linear in the number of variables (Section 6.5). Are these two facts connected? Discuss.

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a The graph is simply a connected chain of 5 nodes one per variable b n 1 solutions O... View full answer

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