Monday, March 25, 2019

T(n) = 2 T(n/4) + √n | Master Theorem | Master Method | time complexity for recurrence

                                 

                                   T(n)  = 2 T(n/4) + √n      eq.1


we solve it by Master Method

step1 . compute nlogba
                        here we compare eq.1 with T(n) = aT(n/b) + f(n)
          
                        a = 2 ,b=4 , f(n) = n
                       
                       nlogba   à  nlog42   à n

step2.  we compare  function f(n)  to nlogba  
               here from eq.1 
              f(n) = n
            nlogba  = n
i.e   f(n)  and  nlogba  are equal

f(n) = θ nlogba)

so case 2 of Master Method is applied 

step3.  Time complexity for case 2 is  
T(n) =  θ (nlogba .logn)
T(n) = θ (n logn)

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T(n) = 2 T(n/4) + √n | Master Theorem | Master Method | time complexity for recurrence

                                                                     T(n)  = 2 T(n/4) + √n      eq.1 we solve it by Master Method ...