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CHANGELOG.md

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- Improve reasoning
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- Update abstract
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- Git attributes
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- Improve the flow
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## [1.0.3] - 2025-02-24
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src/sections/01_abstract.tex

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in the context of Knuth's work entitled "Johann Faulhaber and sums of powers".
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In this manuscript we discuss the approximation properties of polynomial $P(m,X,N)$.
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In particular, the polynomial $P(m,X,N)$ approximates the odd power function $X^{2m+1}$ in a certain neighborhood
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of a fixed non-negative integer $N$ with a percentage error less than $1\%$.
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of a fixed non-negative integer $N$ with a percentage error under $1\%$.
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By increasing the value of $N$ the length of convergence interval with odd-power $X^{2m+1}$ also increases.
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Furthermore, this approximation technique is generalized for arbitrary non-negative exponent $j$ of the power function $X^j$
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by using splines.

src/sections/02_introduction.tex

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Diving straight into the point, we switch our focus to the partial case of polynomial
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$P(2,X,4) = 900X^2 - 6000X + 10624$
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to show the first example of how it approximates the odd power function $X^5$.
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In general, we approximate the polynomial $X^{2m+1}$ using a lower-degree polynomial of degree $m$,
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as shown in the following image
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In general, we approximate the polynomial $X^{2m+1}$ using a lower-degree polynomial of degree $m$.
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The following image demonstrates the approximation of fifth power $X^5$ by
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$P(2,X,4) = 900X^2 - 6000X + 10624$
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\begin{figure}[H]
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\centering
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\includegraphics[width=1\textwidth]{sections/images/03_plots_polynomial_p2_n4_with_fifth}
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~\caption{Approximation of fifth power $X^5$ by $P(2, X, 4)$.
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Points of intersection $X=4$, $X=4.42472$, $X=4.99181$.
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Convergence interval is $4.0 \leq X \leq 5.1$ with percentage error $E < 1\%$.
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Convergence interval is $4.0 \leq X \leq 5.1$ with a percentage error $E < 1\%$.
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}\label{fig:03_plots_polynomial_p2_n4_with_fifth}
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\end{figure}
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As observed, the polynomial $P(2, X, 4)$ approximates $X^5$ in a certain neighborhood of $N=4$ with
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\centering
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\includegraphics[width=1\textwidth]{sections/images/07_plot_of_6th_power_with_p_2_4_times_x}
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~\caption{Approximation of sixth power $X^6$ by $P(2, X, 4) \cdot X$.
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Convergence interval is $3.9 \leq X \leq 5.1$ with percentage error $E < 3\%$.
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Convergence interval is $3.9 \leq X \leq 5.1$ with a percentage error $E < 3\%$.
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}\label{fig:07_plot_of_6th_power_with_p_2_4_times_x}
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\end{figure}
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Therefore, we have reached the statement that

src/sections/04_use_cases.tex

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\includegraphics[width=1\textwidth]{sections/images/08_plots_of_cubes_power_with_p_2_10_15}
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~\caption{
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Approximation of cubes $X^3$ by splines~\eqref{eq:spline_approximation_of_cubes}.
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Convergence interval is $10 \leq X \leq 15$ with percentage error $E < 1\%$.
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Convergence interval is $10 \leq X \leq 15$ with a percentage error $E < 1\%$.
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}
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\label{fig:08_plots_of_cubes_power_with_p_2_10_15}
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\end{figure}
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\includegraphics[width=1\textwidth]{sections/images/09_plots_of_fourth_power_with_p_2_10_15_times_x}
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~\caption{
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Approximation of $X^4$ by splines~\eqref{eq:spline_approximation_fourth_power}.
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Convergence interval is $10 \leq X \leq 15$ with percentage error $E < 1\%$.
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Convergence interval is $10 \leq X \leq 15$ with a percentage error $E < 1\%$.
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}
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\label{fig:09_plots_of_fourth_power_with_p_2_10_15_times_x}
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\end{figure}

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