From d7bee95a5538e10ac13dd8f91aa773e3a776bff5 Mon Sep 17 00:00:00 2001 From: Yigit Sever Date: Sat, 7 Nov 2020 03:51:35 +0300 Subject: Answer 4.a done --- main.tex | 32 ++++++++++++++++---------------- 1 file changed, 16 insertions(+), 16 deletions(-) (limited to 'main.tex') diff --git a/main.tex b/main.tex index 21235f0..8002998 100644 --- a/main.tex +++ b/main.tex @@ -461,7 +461,7 @@ And when the limit of two functions $f, g$ converge to some constant $c$, then $ \section{Big $\mathcal{O}$ and $\Omega$}% \label{sec:big_o_and_omega_} -% question a ALMOST DONE {{{1 % +% question a ✅ {{{1 % \begin{question} Let $f(n)$ and $g(n)$ be asymptotically positive functions. Prove or disprove the following conjectures. @@ -484,7 +484,7 @@ If we rearrange the right hand side of the Proposition~\ref{eq:a_bigo}; 0 \le \frac{1}{c} f(n) \le g(n) \\ \end{equation*} -or simply, +Or simply, \begin{equation} \label{eq:a_bio_rearranged} @@ -503,21 +503,11 @@ Has to be true, yet from Equation~\ref{eq:a_bio_rearranged} we know that $f(n)$ $f(n) = \mathcal{O}((f(n))^{2})$ \end{info} -% TODO: this is dumb ask this <05-11-20, yigit> % - % https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-introduction-to-algorithms-sma-5503-fall-2005/assignments/ps1sol.pdf -The question text states that $f(n)$ is a positive function. - -By the definition of Big $\mathcal{O}$ notation, we have; +We can reuse the definition of Big $\mathcal{O}$ notation given in Equation~\ref{eq:a_bigo}, and using the question text, we have; -\begin{equation*}% - \exists ~ c > 0 \quad \text{and} \quad n_{0} \ge 0 \mid ~ 0 \le f(n) \le c \cdot g(n) \quad \forall n \ge n_{0} -\end{equation*} - -For $c > 1$ and $n_{0} > 1$ we have; - -% TODO: this makes zero sense? <06-11-20, yigit> % +For $c > 1$ and $n_{0} > 1$; \begin{align*}% f(n) &\le f(n)^{2} \quad \forall n \ge n_{0} \\ @@ -525,6 +515,8 @@ For $c > 1$ and $n_{0} > 1$ we have; f(n) &\le c\cdot g(n) \quad \forall n \ge n_{0} \end{align*} +For $f(n) \ge 1$. The conjecture is true for asymptotically positive function $f(n)$ but does not hold for an $f(n) < 1$. + \begin{info}[] $f(n) + o(f(n)) = \Theta(f(n))$ \end{info} @@ -556,10 +548,18 @@ It's trivial to pick $c_1 < 1$ to deal with the left hand side of the inequality f(n) \le f(n) + g(n) \end{equation*} -For the right hand side, we can pick $n_{0} = 1$ and $c = 1$ in the Equation~\ref{eq:a_little_o}; keeping $g(n) < f(n)$. +For the right hand side; we can start by picking $n_{0} = 1$ and $c = 1$ in the Equation~\ref{eq:a_little_o}; keeping $g(n)$ strictly smaller than $f(n)$. + +In order to prove the right hand side of the inequality; we can pick $c_2 > 2$ which equals; -Finally, picking $c2 > 2$ proves the conjecture. +\begin{eqnarray*}% + \label{eq:c2gt2} + f(n) + g(n) \le 2 \cdot f(n) \\ + \cancel{f(n)} + g(n) \le \cancel{2 \cdot} f(n) \\ + g(n) \le f(n) +\end{eqnarray*} +Which we proved above using Equation~\ref{eq:a_little_o}. This conjecture is \emph{true}. % 1}}} % -- cgit v1.2.3-70-g09d2