rounding

Rounding is a general technique for approximating a real number by a decimal fraction. There are several ways of rounding a real number, five of which are the most common: rounding up, rounding down, truncation, ordinary rounding (or rounding for short), and banker’s rounding.

Rounding to an Integer

The simplest kind of rounding is that of rounding a real number to an integer. Let $r$ be a real number. Then

rounding up:

rounding up of $r$ is taking the smallest integer that is greater than or equal to $r$. This integer is denoted by the ceiling function

$$\lceil r\rceil :=\min \{n\in \mathbb{Z}\mid n\ge r\}.$$

Examples: $\lceil 2.1\rceil =3$, and $\lceil 62.672\rceil =63$.

rounding down:

rounding down of $r$ is taking the largest integer that is less than or equal to $r$. This integer is denoted by the floor function

Examples: $\lfloor 1.24\rfloor =1$, and $\lfloor -2.63\rfloor =-3$.

truncation:

rounding by truncation is done by ignoring all decimals to the right of the decimal point, which is equivalent to taking only the integer part of $r$. The truncation of $r$ is denoted by $[r]$. In terms of rounding up and rounding down: we have

If we write $r$ as a decimal number using decimal expansion, then $[r]$ is the integral portion of $r$.

Examples: $[2.354]=2$, and $[-81.67]=-81$.

ordinary rounding:

this is the most commonly used of the rounding methods described so far. (Ordinary) rounding of $r$ is finding the closest integer to $r$, and if $r$ is exactly half way between two integers, use the larger of the two as the result. Let $R(r)$ represents the ordinary rounding of $r$. It is easy to see that

$$R(r)=\lfloor r+0.5\rfloor .$$

Examples: $R(-3.37)=-3$, while $R(7.5)=8$.

There is an easy algorithm of rounding $r$ to the nearest integer.

1. write $r$ as a decimal number using decimal expansion

2. if the tenths decimal place value is less than $5$, then $R(r)=[r]$

3. if the tenths decimal place value is at least $5$, then $R(r)=[r]+1$.

banker’s rounding:

a variant of the ordinary rounding is the banker’s rounding: if $r$ is exactly half way between two integers, and the integer portion of $r$ is even, round down $r$. Otherwise, use ordinary rounding on $r$. If $B(r)$ denotes the banker’s rounding of $r$, then it can be defined as

For example, $B(3.5)=4$, while $B(2.5)=2$.

stochastic rounding:

this rounding method requires the aid of a random number generator. Rounding of $r$ may be done using any of the above methods when $r$ is not exactly half way between two consecutive integers. Otherwise, $r$ is randomly rounded up or down based on the outcome of randomly selecting a number between 0 and 1 using a random number generator. The choice of rounding up (and thus down) depends on how numbers are in $[0,1]$ are allocated for rounding up (or down).

alternate rounding:

this rounding method, like the last one, uses other available methods except when the number in question $r$ is exactly half way between two consecutive integers. However, this method is used in a situation where a sequence of numbers needs to be rounded:

1. the first number in the sequence is rounded using any of the above methods;

2. when the $n$-th number is rounded, the $(n+1)$-th number is rounded as follows: if the number is exactly half way between two consecutive integers, then it is rounded down if the $n$-th number is rounded up, and vice versa. Otherwise, use the rounding method used to round the first number in the sequence.

Rounding to a Decimal Fraction

More generally, the three methods described can be applied to rounding of $r$ to a decimal fraction. The general procedure is as follows:

1. First, specify how accurately we want to round $r$. This can be accomplished by specifying to what decimal place we want to approximate $r$. Let this place be $n$ (note that $n>0$ if it is to the right of the decimal point and otherwise).

2. Write $r$ as a decimal number using decimal expansion.

3. Multiply $r$ by ${10}^n$. By doing this, we are basically moving the decimal point so it is positioned between the $n$-th decimal place and the $(n+1)$-th decimal place.

4. Use any of the four methods above to round ${10}^{n}r$.

5. Divide the rounded number by ${10}^n$ to get the result.

In practice, steps $3$ through $5$ can be combined into one step, simply by performing the rounding operation at the specified decimal place as if it were the ones place. For example, rounding $\pi =3.14159\mathrm{\dots }$ to the nearest thousandths place is $3.142$, the thousandths place value $1$ is increased to $2$ because the ten thousandths place is $5$.

Remark. In general, rounding to the $n$-th decimal place can be thought of as a function $f$ from $ℝ$ to $D$, the set of all decimal fractions, such that

• $|f(r)-r|\le {10}^n$, and

• $f(r)=r$ if ${10}^{n}r\in \mathbb{Z}$.

If $g:ℝ\to \mathbb{Z}$ denotes any of the four rounding methods described in the previous section, and $g_n$ corresponds to rounding to the $n$-th decimal place using method $g$ in step $4$ above, then the entire rounding process can be summarized by a single formula:

$$g_n(r)=\frac{g({10}^{n}r)}{{10}^n}.$$

Title	rounding
Canonical name	Rounding
Date of creation	2013-03-22 17:27:27
Last modified on	2013-03-22 17:27:27
Owner	CWoo (3771)
Last modified by	CWoo (3771)
Numerical id	10
Author	CWoo (3771)
Entry type	Definition
Classification	msc 65G99
Classification	msc 65D99
Classification	msc 00A69
Classification	msc 65G50
Synonym	round up
Synonym	round down
Synonym	round to
Defines	rounding up
Defines	rounding down
Defines	symmetric arithmetic rounding
Defines	rounding error
Defines	truncation
Defines	rounded to
Defines	banker’s rounding