Approximation and errors
A digital calliper, a laboratory balance, the value of a physical constant in a table: none of them gives you the exact number, but an approximation with a known precision. Knowing how to quantify that precision, and how it spreads when you work with several measurements at once, is part of the craft in science and engineering.
Truncating and rounding
Round and truncate the number $\frac{17}{6}$ to thousandths. Calculate the absolute error in both approximations and state with justification which of the two is more…
Round and truncate the number $\frac{17}{6}$ to thousandths. Calculate the absolute error in both approximations and state with justification which of the two is more precise.
The irrational number $\pi$ has been approximated as $3,14$. Is it an underestimate or an overestimate? Justify your answer and find a bound for the absolute error made.
The irrational number $\pi$ has been approximated as $3,14$. Is it an underestimate or an overestimate? Justify your answer and find a bound for the absolute error made.
Absolute error and relative error
When measuring the length of a table of $1,25$ m, a value of $1,28$ m was obtained. On the other hand, when measuring the distance between two cities of $245$ km, a…
When measuring the length of a table of $1,25$ m, a value of $1,28$ m was obtained. On the other hand, when measuring the distance between two cities of $245$ km, a value of $246$ km was obtained. Calculate the relative error in both measurements and determine which of the two is more precise.
The golden ratio $\Phi = \frac{1+\sqrt{5}}{2}$ is frequently approximated in graphic design by the value $1,618$. Calculate the absolute error and the relative error of…
The golden ratio $\Phi = \frac{1+\sqrt{5}}{2}$ is frequently approximated in graphic design by the value $1,618$. Calculate the absolute error and the relative error of this approximation, using all digits from your calculator for the exact value. Express the relative error as a percentage.
Significant figures and error bounds
Write the number $0,000045602$ in standard form leaving exactly three significant figures. Next, state a bound on the absolute error made when making this approximation.
Write the number $0,000045602$ in standard form leaving exactly three significant figures. Next, state a bound on the absolute error made when making this approximation.
Determine the real interval containing the exact value of a measurement $x$ if we know that its approximation is $5,4$ and the absolute error bound is $E_a < 0,05$.
Determine the real interval containing the exact value of a measurement $x$ if we know that its approximation is $5,4$ and the absolute error bound is $E_a < 0,05$.
A digital thermometer shows a body temperature of $37,5^\circ\text{C}$, guaranteeing a relative error of less than $0,2\%$. What is the maximum absolute error the device…
A digital thermometer shows a body temperature of $37,5^\circ\text{C}$, guaranteeing a relative error of less than $0,2\%$. What is the maximum absolute error the device could be making?
Propagation of error in operations
When approximating a real number $x$ by the value $3,14$, an absolute error of less than $0,005$ is made. When approximating another real number $y$ by the value $2,71$,…
When approximating a real number $x$ by the value $3,14$, an absolute error of less than $0,005$ is made. When approximating another real number $y$ by the value $2,71$, an absolute error of less than $0,005$ is also made. Determine the guaranteed error interval for the sum $x + y$ and for the difference $x - y$.
Prove algebraically that if two positive real numbers $x$ and $y$ are approximated by $x_0$ and $y_0$ with a relative error less than $\varepsilon$ in both cases, then…
Prove algebraically that if two positive real numbers $x$ and $y$ are approximated by $x_0$ and $y_0$ with a relative error less than $\varepsilon$ in both cases, then the relative error of the product $x \cdot y$ is bounded approximately by $2\varepsilon$ (you may neglect higher-order terms above $\varepsilon$, that is, terms containing $\varepsilon^2$).
Newton's law of universal gravitation is given by the expression $F = G \frac{m_1 m_2}{d^2}$. If in an experiment we measure the masses $m_1, m_2$ and the distance $d$…
Newton's law of universal gravitation is given by the expression $F = G \frac{m_1 m_2}{d^2}$. If in an experiment we measure the masses $m_1, m_2$ and the distance $d$ with a maximum relative error of $2\%$ in each of the three quantities, and we treat the constant $G$ as an exact mathematical value, determine with justification the bound on the maximum relative error that will be made when calculating the force $F$.
Applications in the laboratory and in industry
A rectangular room is to be tiled. The approximate measurements of the sides, taken with a tape measure, are $a = 4,2$ m and $b = 3,5$ m. Knowing that the instrument…
A rectangular room is to be tiled. The approximate measurements of the sides, taken with a tape measure, are $a = 4,2$ m and $b = 3,5$ m. Knowing that the instrument introduces a maximum error of $0,05$ m in each measurement, calculate the nominal area of the room and determine the strict interval of real values in which this area lies.
A solid steel spherical part is manufactured for an industrial bearing. The digital calliper used indicates that the radius is $r = 12,5$ mm, with an instrumental margin…
A solid steel spherical part is manufactured for an industrial bearing. The digital calliper used indicates that the radius is $r = 12,5$ mm, with an instrumental margin of error of $\pm 0,1$ mm. Calculate the nominal volume of the sphere and analytically prove the maximum absolute error and maximum relative error propagated to the calculation of the volume.
In a land surveying project, the two legs of a right-angled triangular plot of land are measured, giving $c_1 = 30,0$ m and $c_2 = 40,0$ m. The precision of the…
In a land surveying project, the two legs of a right-angled triangular plot of land are measured, giving $c_1 = 30,0$ m and $c_2 = 40,0$ m. The precision of the surveying instrument guarantees a relative error of less than $1\%$ in each measured linear length. Determine the nominal length of the hypotenuse $h$ and bound the absolute error and the maximum relative error that can be made when calculating it indirectly.