Suppose that an algorithm has runtime 20 n3 for n <= 100. For n>100, the slowest cases for each n take time 2 n2 log n. The fastest cases for each n take time 10 n2. That is, for n>100, runtime is between 10 n2 and 2 n2 log n. Which of the following are known to be true of the worst-case runtime for the algorithm? (Check all that apply, which may be more than one in a row.)   O( n2 ) O( n2 log n ) O( n3 ) None of these       Ω( n2 ) Ω( n2 log n ) Ω( n3 ) None of these     Θ( n2 ) Θ( n2 log n ) Θ( n3 ) None of these   Which of the following are known to be true of the average-case runtime?      O( n2 ) O( n2 log n ) O( n3 ) None of these       Ω( n2 ) Ω( n2 log n ) Ω( n3 ) None of these     Θ( n2 ) Θ( n2 log n ) Θ( n3 ) None of these   [Each row must have at least one answer checked.]

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
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  • Suppose that an algorithm has runtime 20 n3 for n <= 100. For n>100, the slowest cases for each n take time 2 n2 log n. The fastest cases for each n take time 10 n2. That is, for n>100, runtime is between 10 n2 and 2 n2 log n.

    Which of the following are known to be true of the worst-case runtime for the algorithm? (Check all that apply, which may be more than one in a row.)

     

    O( n2 ) O( n2 log n ) O( n3 ) None of these

     

     

     

    Ω( n2 ) Ω( n2 log n ) Ω( n3 ) None of these

     

     

    Θ( n2 ) Θ( n2 log n ) Θ( n3 ) None of these

     

    Which of the following are known to be true of the average-case runtime? 

     

     

    O( n2 ) O( n2 log n ) O( n3 ) None of these

     

     

     

    Ω( n2 ) Ω( n2 log n ) Ω( n3 ) None of these

     

     

    Θ( n2 ) Θ( n2 log n ) Θ( n3 ) None of these

     

    [Each row must have at least one answer checked.]

 
 
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