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Consider the following statements, which of the statement(s) is/are FALSE?

  • The running time of dynamic programming algorithm is always θ (p) where p is number of subproblems

  • When a recurrence relation has cyclic dependency, it is impossible to use that recurrence relation (unmodified) in a correct dynamic program

  • For a dynamic programming algorithm computing all values in a bottom up fashion is asymptotically faster than using recursion and memorization

  • If a problem X can be reduced to a known NP hard problem, then X must be NP-hard

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I didn’t get option 2.
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