hw1 almost done

This commit is contained in:
Claudio Maggioni 2020-03-03 21:54:16 +01:00
parent c7b53d5a2c
commit 817b757a11
5 changed files with 228 additions and 2 deletions

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@ -45,7 +45,7 @@ A = [1 -2 0 ; -2 1 -2; 0 -2 1]
Z = zeros(9,9) Z = zeros(9,9)
B = ones(9,9) * 3 B = ones(9,9) * 3
C = (eye(9) - 1) * -1 C = (eye(9) - 1) * -1
D = diag([[1:5],[4:-1:1]]) D = diag([1:5,4:-1:1])
E = repmat(transpose(1:9), 1, 5) E = repmat(transpose(1:9), 1, 5)
%% Problem 3 %% Problem 3
@ -87,7 +87,8 @@ function xmax = getxmax
x = y; x = y;
y = y * 2; y = y * 2;
end end
xmax = typecast(bitor(typecast(x, 'uint64'), 0x000FFFFFFFFFFFFF), 'double'); xmax = typecast(bitor(typecast(x, 'uint64'), 0x000FFFFFFFFFFFFF), ...
'double');
end end
% geteps does not differ from eps, as getxmax does not differ from realmax. % geteps does not differ from eps, as getxmax does not differ from realmax.
% However, getxmin returns the nearest positive floating point value to 0 % However, getxmin returns the nearest positive floating point value to 0

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\documentclass[12pt]{article}
\usepackage[utf8]{inputenc}
\usepackage[margin=2cm]{geometry}
\usepackage{amstext}
\usepackage{array}
\newcolumntype{L}{>{$}l<{$}}
\title{Howework 1 -- Introduction to Computational Science}
\author{Claudio Maggioni}
\begin{document}
\maketitle
\section*{Question 5}
\subsection*{Point a)}
$1.1110_2 * 2^4$, so $d_0=1$, $d_1=1$, $d_2=1$, $d_3=1$, $d_4=0$, and $e=4$.
\subsection*{Point b)}
$1.1110_2 * 2^1$, so $d_0=1$, $d_1=1$, $d_2=1$, $d_3=1$, $d_4=0$, and $e=1$.
\subsection*{Point c)}
$0.00048828125$, or $2^{-4} * 2^{-7}$
\subsection*{Point d)}
$248$, or $(2 - 2^{-4}) * 2^7$
\subsection*{Point e)}
The best approximation for 30.1 is 30, or $1.1110_2 * 2^4$, so $d_0=1$, $d_1=1$, $d_2=1$, $d_3=1$, $d_4=0$, and $e=4$.
This representation is not exact. The number 30.1 cannot be represented exactly in this format or any format with $e=2$.
\section*{Question 6}
\subsection*{Point a)}
$$f(x) = \frac{1}{x} - \frac{1}{x + 1} = \frac{x + 1}{x (x + 1)} - \frac{x}{x (x + 1)}
= \frac{x + 1 - x}{x (x + 1)} = \frac{1}{x (x + 1)} = g(x) $$
\subsection*{Point b)}
$$ f(10_f) = \frac{1}{1.00 * 10^1} - \frac{1}{(1.00 * 10^1) + 1} =
(1.00 * 10^{-1}) - \frac{1}{1.10 * 10^1} \approx$$
$$\approx (1.00 * 10^{-1}) - (0.91 * 10^{-1}) = 9.00 * 10^{-3} = 0.009 $$
$$ g(10_f) = \frac{1}{(1.00 * 10^1) ((1.00 * 10^1) + 1)} = \frac{1}{1.00 * 10^1 * 1.10 * 10^1} \approx
(9.09 * 10^{-3}) = 0.00909$$
$$ f(100_f) = \frac{1}{1.00 * 10^2} - \frac{1}{(1.00 * 10^2) + 1} =
(1.00 * 10^{-2}) - \frac{1}{1.01 * 10^2} \approx$$
$$\approx (1.00 * 10^{-2}) - (0.99 * 10^{-2}) = 1.00 * 10^{-4} = 0.0001 $$
$$ g(100_f) = \frac{1}{(1.00 * 10^2) ((1.00 * 10^2) + 1)} = \frac{1}{1.00 * 10^2 * 1.01 * 10^2} \approx
(0.99 * 10^{-4}) = 0.000099$$
$$ f(1000_f) = \frac{1}{1.00 * 10^3} - \frac{1}{(1.00 * 10^3) + 1} \approx
(1.00 * 10^{-3}) - \frac{1}{1.00 * 10^3} =$$
$$= (1.00 * 10^{-3}) - (1.00 * 10^{-3}) = 0 $$
$$ g(1000_f) = \frac{1}{(1.00 * 10^3) ((1.00 * 10^3) + 1)} \approx \frac{1}{1.00 * 10^3 * 1.00 * 10^3} =
(1.00 * 10^{-6}) = 0.000001$$
\subsection*{Point c)}
\begin{tabular}{L | L | L | L}
\text{Value} & \text{Correct} & \text{Abs. Error} & \text{Rel. error} \\
f(10_f) & 0.\overline{90} & 9.\overline{09} * 10^{-5} & 8.2645 * 10^{-7} \\
g(10_f) & 0.\overline{90} & 9.\overline{09} * 10^{-7} & 8.26 * 10^{-9} \\
f(100_f) & 9.\overline{9009} * 10^{-5} & 9.901 * 10^{-7} & 10^{-2} \\
g(100_f) & 9.\overline{9009} * 10^{-5} & 9.9 * 10^{-9} & 10^{-4} \\
f(1000_f) & 9.99 * 10^{-7} & 9.99 * 10^{-7} & 1 \\
f(1000_f) & 9.99 * 10^{-7} & 10^{-9} & 10^{-3} \\
\end{tabular}
\end{document}