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What will be the time complexity of recurrence relation T(n)=2T(n-1)+c using substitution method?
piyushkr
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Dec 23, 2015
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Jul 9, 2022
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Lakshman Bhaiya
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Where c is constant.
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piyushkr
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Dec 23, 2015
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I am getting $\Theta$ (2^n) .
Riya Roy(Arayana)
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Dec 23, 2015
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Dec 23, 2015
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Arjun
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Riya Roy(Arayana)
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Arjun
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Dec 23, 2015
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You should use $\Theta$ though $O$ is not wrong here :)
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Riya Roy(Arayana)
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Dec 23, 2015
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Done.
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piyushkr
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Dec 23, 2015
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Very nicely explained. Thanks for the answer. :)
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radha gogia
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Dec 25, 2015
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Sir ,how to get the intution while solving a recurrence whether we should use theta or Big-O ?And why here theta is more appropriate ?
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Arjun
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Dec 26, 2015
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Unless we approximate we always get $\Theta$. Theta says = while O says <=. So, Theta is more appropriate if it can be used.
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radha gogia
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Dec 26, 2015
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But theta(n) is used when T(n) =Omega(n) as well as O(n) , so seeing the above solution how to conclude that both of them are asymptotically same .
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Dec 26, 2015
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Here, it is other way. In the proof all statements were "=". So, finally we can say it is $\Theta(2^n)$ and hence $O(2^n)$ and $\Omega(2^n)$.
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