--- title: Integer Encoding TARGET DECK: Obsidian::STEM FILE TAGS: binary tags: - binary --- ## Overview Integers are typically encoded using either **unsigned encoding** or **two's-complement**. The following table highlights how the min and max of these encodings behave: Value | $w = 8$ | $w = 16$ | $w = 32$ -------- | ------- | -------- | ------------ $UMin_w$ | `0x00` | `0x0000` | `0x00000000` $UMax_w$ | `0xFF` | `0xFFFF` | `0xFFFFFFFF` $TMin_w$ | `0x80` | `0x8000` | `0x80000000` $TMax_w$ | `0x7F` | `0x7FFF` | `0x7FFFFFFF` %%ANKI Basic What is a C integral type? Back: A type representing finite ranges of integers. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. Tags: c17 END%% %%ANKI Basic In what two ways are C integral types encoded? Back: Unsigned encoding or two's-complement. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. Tags: c17 END%% %%ANKI Basic An integral value of $0_{10}$ likely has what encoding? Back: Either unsigned or two's-complement. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic An integral value of $100_{10}$ likely has what encoding? Back: Either unsigned or two's-complement. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic An integral value of $-100_{10}$ likely has what encoding? Back: Two's-complement. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic Which of unsigned encoding or two's-complement exhibit asymmetry in their range? Back: Two's-complement. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What integral values share the same binary representation in unsigned encoding and two's-complement? Back: Nonnegative values $\leq TMax$. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic According to the C standard, how are `unsigned` integral types encoded? Back: Using unsigned encoding. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic According to the C standard, how are `signed` integral types encoded? Back: The C standard leaves this unspecified. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic According to the C standard, Is `unsigned` underflow/overflow safe? Back: Yes Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic According to the C standard, Is `signed` underflow/overflow safe? Back: No Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic Why is `signed` underflow/overflow considered UB? Back: Because there is no requirement on how `signed` integers are encoded. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic How does $UMax$ relate to $TMax$? Back: $UMax = 2 \cdot TMax + 1$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic *Why* is it $UMax = 2 \cdot TMax + 1$? Back: All bit patterns denoting negative numbers in two's-complement are positive in unsigned encoding. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What are the binary encodings of $UMax_4$ and $TMax_4$? Back: $1111_2$ and $0111_2$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic Reinterpret $TMax$ in unsigned encoding. What arithmetic operations yield $UMax$? Back: Multiply by two and add one. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic Reinterpret $TMax$ in unsigned encoding. What bitwise operations yield $UMax$? Back: One-bit left shift and add one. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic Reinterpret $UMax$ in two's-complement. What decimal value do you have? Back: $-1$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% ### Unsigned Encoding Always represents nonnegative numbers. Given an integral type $\vec{x}$ of $w$ bits, we convert binary to its unsigned encoding with: $$B2U_w(\vec{x}) = 2^{w-1}x_{w-1} + \sum_{i=0}^{w-2} 2^ix_i$$ Note we unfold the summation on the RHS by one term to make it's relationship to $T2U_w$ clearer. %%ANKI Basic What does $UMin_w$ evaluate to? Back: $0$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What does $UMax_w$ evaluate to? Back: $2^w - 1$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What half-open interval represents the possible $w$-bit unsigned decimal values? Back: $[0, 2^w)$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is the binary representation of the smallest $4$-bit unsigned number? Back: $0000_2$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is the binary representation of the largest $4$-bit unsigned number? Back: $1111_2$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is the decimal expansion of unsigned integer $1010_2$? Back: $2^3 + 2^1 = 10$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What does the "uniqueness" of unsigned encoding refer to? Back: The function used to convert integral types to their unsigned encoding is a bijection. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic How does Bryant et al. define $B2U_w$? Back: $B2U_w(\vec{x}) = 2^{w-1}x_{w-1} + \sum_{i=0}^{w-2} 2^ix_i$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is $B2U_w$ an acronym for? Back: **B**inary to **u**nsigned, width $w$. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is $U2B_w$ an acronym for? Back: **U**nsigned to **b**inary, width $w$. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What does $w$ in $B2U_w$ represent? Back: The number of bits in the integral type being interpreted. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is the domain of $B2U_w$? Back: Bit strings of size $w$. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is the domain of $U2B_w$? Back: $[0, 2^w)$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is the range of $B2U_w$? Back: $[0, 2^w)$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is the range of $U2B_w$? Back: Bit strings of length $w$. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic How is the smallest unsigned integer formatted in hexadecimal? Back: As all `0`s. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic How is the largest unsigned integer formatted in hexadecimal? Back: As all `F`s. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic How does `n` relate to `~n` in unsigned encoding? Back: `~n = UMax - n` Reference: “Two’s-Complement.” In *Wikipedia*, January 9, 2024. [https://en.wikipedia.org/w/index.php?title=Two%27s_complement&oldid=1194543561](https://en.wikipedia.org/w/index.php?title=Two%27s_complement&oldid=1194543561). END%% %%ANKI Basic Using unsigned encoding, *why* does `n + ~n = UMax`? Back: Because this always yields a bit string of all `1`s. Reference: “Two’s-Complement.” In *Wikipedia*, January 9, 2024. [https://en.wikipedia.org/w/index.php?title=Two%27s_complement&oldid=1194543561](https://en.wikipedia.org/w/index.php?title=Two%27s_complement&oldid=1194543561). END%% %%ANKI Basic Regardless of word size, what bitwise operations yield $UMax$? Back: `~0` Reference: “Two’s-Complement.” In *Wikipedia*, January 9, 2024. [https://en.wikipedia.org/w/index.php?title=Two%27s_complement&oldid=1194543561](https://en.wikipedia.org/w/index.php?title=Two%27s_complement&oldid=1194543561). END%% ### Two's-Complement Represents negative numbers along with nonnegative ones. Given an integral type $\vec{x}$ of $w$ bits, we convert binary to its twos'-complement encoding with: $$B2T_w(\vec{x}) = -2^{w-1}x_{w-1} + \sum_{i=0}^{w-2} 2^ix_i$$ %%ANKI Basic What does $TMin_w$ evaluate to? Back: $-2^{w-1}$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What does $TMax_w$ evaluate to? Back: $2^{w-1} - 1$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic How do $TMin$ and $TMax$ relate to one another? Back: $TMin = -TMax - 1$ END%% %%ANKI Basic What half-open interval represents the possible $w$-bit two's-complement decimal values? Back: $[-2^{w-1}, 2^{w-1})$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Cloze $[${1:$0$}, {2:$2^w$}$)$ is to unsigned as $[${1:$-2^{w-1}$}, {2:$2^{w-1}$}$)$ is to two's-complement. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is the binary representation of the smallest $4$-bit two's-complement number? Back: $1000_2$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is the binary representation of the largest $4$-bit two's-complement number? Back: $0111_2$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Cloze The {sign bit} refers to the {most significant bit} in two's-complement. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is the weight of the sign bit in $w$-bit two's-complement? Back: $-2^{w-1}$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What does the "uniqueness" of two's-complement refer to? Back: The function used to convert integral types to two's-complement is a bijection. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic How does Bryant et al. define $B2T_w$? Back: $B2T_w(\vec{x}) = -2^{w-1}x_{w-1} + \sum_{i=0}^{w-2} 2^ix_i$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is $B2T_w$ an acronym for? Back: **B**inary to **t**wo's-complement, width $w$. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is $T2B_w$ an acronym for? Back: **T**wo's-complement to **b**inary, width $w$. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What does $w$ in $B2T_w$ represent? Back: The number of bits in the integral type being interpreted. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is the domain of $B2T_w$? Back: Bit strings of size $w$. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is the domain of $T2B_w$? Back: $[-2^{w-1}, 2^{w-1})$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is the range of $B2T_w$? Back: $[-2^{w-1}, 2^{w-1})$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is the range of $T2B_w$? Back: Bit strings of length $w$. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic How is the smallest two's-complement integer formatted in hexadecimal? Back: With a leading `8` followed by `0`s. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic How is the largest two's-complement integer formatted in hexadecimal? Back: With a leading `7` followed by `F`s. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic How is equality $|TMin| = |TMax|$ modified so that both sides actually balance? Back: $|TMin| = |TMax| + 1$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic Which of negative and positive numbers can two's-complement encoding express more of? Back: Negative. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic Why is two's-complement's encoding range asymmetric? Back: Leading `1`s correspond to negatives but leading `0`s corerspond to nonnegative numbers (which include $0$). Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What are the median values of two's-complement's encoding range? Back: `-1` and `0` Reference: “Two’s-Complement.” In *Wikipedia*, January 9, 2024. [https://en.wikipedia.org/w/index.php?title=Two%27s_complement&oldid=1194543561](https://en.wikipedia.org/w/index.php?title=Two%27s_complement&oldid=1194543561). END%% %%ANKI Cloze In two's-complement, the {sign bit} partitions the encoding range into two sets. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% ## Casting Most implementations of C cast an object of one type to another by simply re-interpreting the object's binary representation. This casting may happen implicitly if comparing or operating on e.g. `signed` and `unsigned` objects in the same expression. $T2U$ and $U2T$ reflect this method of casting: $$T2U_w(x) = \begin{cases} x + 2^w & x < 0 \\ x & x \geq 0 \end{cases}$$ $$U2T_w(x) = \begin{cases} x & x \leq TMax_w \\ x - 2^w & x > TMax_w \end{cases}$$ %%ANKI Basic How do most implementations of C perform casting? Back: As a reinterpretation of the same byte pattern of the object being casted. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. Tags: c17 END%% %%ANKI Basic What is $T2U_w$ an acronym for? Back: **T**wo's-complement to **u**nsigned, width $w$. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic For what values $x$ does $T2U_w(x) = U2T_w(x) = x$? Back: $0 \leq x \leq TMax_w$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What values $x$ are unaffected when casting from `signed` to `unsigned`? Back: $0 \leq x \leq TMax_w$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. Tags: c17 END%% %%ANKI Basic What values $x$ are unaffected when casting from `unsigned` to `signed`? Back: $0 \leq x \leq TMax_w$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. Tags: c17 END%% %%ANKI Basic How are casts implicitly performed in operations containing `signed` and `unsigned` objects? Back: `signed` objects are cast to `unsigned` objects. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. Tags: c17 END%% %%ANKI Cloze For {$x < 0$}, $T2U_w(x) =$ {$x + 2^w$}. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Cloze For {$x \geq 0$}, $T2U_w(x) =$ {$x$}. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic How is $T2U_w$ written as a function composition? Back: $T2U_w = B2U_w \circ T2B_w$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is $U2T_w$ an acronym for? Back: **U**nsigned to **t**wo's-complement, width $w$. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic How is $U2T_w$ written as a function composition? Back: $U2T_w = B2T_w \circ U2B_w$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Cloze For {$x > TMax_w$}, $U2T_w(x) =$ {$x - 2^w$}. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Cloze For {$x \leq TMax_w$}, $U2T_w(x) =$ {$x$}. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% ### Expansion For unsigned encoding, use **zero extension** to convert numbers to larger types. For example, $1010_2$ can be expanded to 8-bit $00001010_2$. %%ANKI Cloze Use {zero} extension to convert {unsigned} numbers to larger types. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic Zero extension is generally used for what type of integer encoding? Back: Unsigned. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic *Why* does zero extension of unsigned numbers work? Back: The weights of additional bits are zeroed out. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic *Why* does zero extension of two's-complement numbers generally not work? Back: A negative value would have its new sign bit be positive. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic How is $\langle x_3, x_2, x_1, x_0 \rangle$ zero extended to 8 bits? Back: As $\langle 0, 0, 0, 0, x_3, x_2, x_1, x_0 \rangle$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% For two's-complement, use **sign extension** to convert numbers to larger types. This means the additional leftmost bits are set to match the sign bit of the original number. For example, $1010_2$ can be expanded to 8-bit $11111010_2$. %%ANKI Cloze Use {sign} extension to convert {two's-complement} numbers to larger types. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic Sign extension is generally used for what type of integer encoding? Back: Two's-complement. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic *Why* does sign extension of two's-complement numbers work? Back: The new sign bit weight is equal to the swing in the previous sign bit weight. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic *Why* does sign extension of unsigned numbers generally not work? Back: It actually does, though we technically call it zero extension. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic How is $\langle x_3, x_2, x_1, x_0 \rangle$ sign extended to 8 bits? Back: As $\langle x_3, x_3, x_3, x_3, x_3, x_2, x_1, x_0 \rangle$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% ### Truncation Let $$\begin{align*} x & = \langle x_{w-1}, \ldots, x_1, x_0 \rangle \\ x' & = \langle x_{k-1}, \ldots, x_1, x_0 \rangle \end{align*}$$ Then in unsigned encoding, truncating $x$ to $k$ bits is equal to $x \bmod 2^k$. This is because $x_i \bmod 2^k = 0$ for all $i \geq k$ meaning $$B2U_k(x') = B2U_w(x) \bmod 2^k$$ %%ANKI Basic What bit string results from truncating $\langle x_{w-1}, \ldots, x_1, x_0 \rangle$ to $k$ bits? Back: $\langle x_{k-1}, \ldots, x_1, x_0 \rangle$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is the decimal value of truncating unsigned $x$ to $k$ bits? Back: $x \bmod 2^k$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic *Why* does truncating unsigned $x$ to $k$ bits yield $x \bmod 2^k$? Back: $\bmod 2^k$ is a convenient way of "zero-ing" out bits $x_{w-1}, \ldots, x_k$. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic How is the following equality balanced for $k \leq w$? $$B2U_w(\langle x_{w-1}, \ldots, x_1, x_0 \rangle) = B2U_k(\langle x_{k-1}, \ldots, x_1, x_0 \rangle)$$ Back: $$B2U_w(\langle x_{w-1}, \ldots, x_1, x_0 \rangle) \bmod 2^k = B2U_k(\langle x_{k-1}, \ldots, x_1, x_0 \rangle)$$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% In two's-complement encoding, truncating $x$ to $k$ bits is equal to $U2T_k(T2U_w(x) \bmod 2^k)$. Like with unsigned truncation, $B2U_k(x') = B2U_w(x) \bmod 2^k$. Therefore $$U2T_k(B2U_k(x')) = U2T_k(B2U_w(x) \bmod 2^k)$$ %%ANKI Basic What is the $k$-truncation of $w$-bit two's-complement $x$? Back: $U2T_k(T2U_w(x) \bmod 2^k)$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Cloze Two's-complement $k$-truncation of $w$-bit $x$ is {$U2T_k$}$(${$T2U_w(x) \bmod 2^k$}$)$. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is the purpose of $U2T_k$ in two's-complement truncation expression $U2T_k(T2U_w(x) \bmod 2^k)$? Back: To reinterpret the sign bit correctly. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is the purpose of $T2U_w$ in two's-complement truncation expression $U2T_k(T2U_w(x) \bmod 2^k)$? Back: To ensure $x$ is encoded with the right "type". Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic Why isn't $T2U_w$ in two's-complement truncation $U2T_k(T2U_w(x) \bmod 2^k)$ strictly necessary? Back: $x \bmod 2^k$ will always yield an integer in range $[0, 2^k)$. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What additional steps does calculating two's-complement truncation have? Back: Casting to and from unsigned encoding. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% ## Shifting Left shift operations (`<<`) drop the `k` most significant bits and fills the right end of the result with `k` zeros. Right shift operations (`>>`) are classified in two ways: * **Logical** * Drops the `k` least significant bits and fills the left end of the result with `k` zeros. * This mode is always used when calling `>>` on unsigned data. * Sometimes denoted as `>>>` to disambiguate from arithmetic right shifts. * **Arithmetic** * Drops the `k` least significant bits and fills the left end of the result with `k` copies of the most significant bit. * This mode is usually used when calling `>>` on signed data. %%ANKI Basic How is decimal value $2^n$ written in binary? Back: As `1` followed by $n$ zeros. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What kinds of left shift operations are there? Back: Just logical. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic How many significant bits are dropped on a left shift by `k`? Back: `k` Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic How many `0`s exist in the result of a left shift by `k`? Back: At least `k`. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What kinds of right shift operations are there? Back: Logical and arithmetic Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is a logical right shift operation? Back: One that fills the left end of the result with zeros. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is an arithmetic right shift operation? Back: One that fills the left end of the result with copies of the most significant bit. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What kind of right shift operation is *usually* applied to signed numbers? Back: Arithmetic. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What kind of right shift operation is applied to unsigned numbers? Back: Logical. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What portability issue do shift operations introduce? Back: There is no standard on whether right shifts of signed numbers are logical or arithmetic. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. Tags: c17 END%% %%ANKI Cloze {1:Arithmetic} right shifts are to {1:signed} numbers whereas {2:logical} right shifts are to {2:unsigned} numbers. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. Tags: c17 END%% In C, it is undefined behavior to shift by more than the width $w$ of an integral type. %%ANKI Basic Assuming two's-complement, what is the result of shifting an `int32_t` value by `32`? Back: It is undefined behavior. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. Tags: c17 END%% %%ANKI Basic Assuming two's-complement, what is the result of shifting an `int32_t` value by `31`? Back: $-2^{31}$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. Tags: c17 END%% %%ANKI Basic What is the result of shifting an `int32_t` value by `-1`? Back: It is undefined behavior. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. Tags: c17 END%% %%ANKI Basic What is the result of shifting an `uint32_t` value by `32`? Back: It is undefined behavior. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. Tags: c17 END%% %%ANKI Basic What is the result of shifting an `uint32_t` value by `31`? Back: $2^{31}$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. Tags: c17 END%% %%ANKI Basic What is the result of shifting an `uint32_t` value by `-1`? Back: It is undefined behavior. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. Tags: c17 END%% %%ANKI Basic How is $2^n$ written using bitwise shift operators? Back: `1 << n` Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. Tags: c17 END%% %%ANKI Basic What decimal value does `1 << n` translate to? Back: $2^n$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. Tags: c17 END%% %%ANKI Basic How is $x \bmod 2^k$ equivalently written as a bit mask? Back: `x & ((1 << k) - 1)` Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. Tags: c17 END%% ## Arithmetic ### Addition Addition of two unsigned or two two's-complement numbers operate in much the same way as grade-school arithmetic. Digits are added one-by-one and overflows "carried" to the next summation. Overflows are truncated; the final carry bit is discarded in the underlying bit adder. %%ANKI Basic *Why* is adding $w$-bit integral types equal to $w$-bit truncation? Back: The underlying bit adder discards any final carry bit. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic Why should you generally prefer `x < y` over `x - y < 0`? Back: The former avoids possible underflows. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic How is `x - y < 0` rewritten more safely? Back: `x < y` Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What hardware-level advantage does two's-complement introduce over other signed encodings? Back: The same circuits can be used for unsigned and two's-complement addition. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What representational-level advantage does two's-complement introduce over other signed encodings? Back: `0` is encoded in only one way. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% Unsigned addition of $w$-bit integral types, denoted $+_w^u$, behaves like so: $$x +_w^u y = \begin{cases} x + y - 2^w & \text{if } x + y \geq 2^w \\ x + y & \text{otherwise} \end{cases}$$ This is more simply expressed as $x +_w^u y = (x + y) \bmod 2^w$. %%ANKI Basic What kind of overflows does unsigned addition potentially exhibit? Back: Positive overflow. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic Why is unsigned addition overflow *not* UB? Back: Because the C standard enforces unsigned encoding of `unsigned` data types. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. Tags: c17 END%% %%ANKI Basic What does $+_w^u$ denote? Back: Unsigned addition of $w$-bit integral types. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic Unsigned addition overflow is equivalent to what bit-level manipulation tactic? Back: Truncation. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic What is the result of $x +_w^u y$? Back: $(x + y) \bmod 2^w$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic *Why* does $x +_w^u y = (x + y) \bmod 2^w$? Back: Because discarding any carry bit is equivalent to truncating the sum to $w$ bits. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Cloze Without using modular arithmetic, $x +_w^u y =$ {$x + y$} if {$x + y < 2^w$}. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Cloze Without using modular arithmetic, $x +_w^u y =$ {$x + y - 2^w$} if {$x + y \geq 2^w$}. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic How do you detect whether unsigned addition $s \coloneqq x +_w^u y$ overflowed? Back: Overflow occurs if and only if $s < x$. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic How would you complete the body of this function? ```c /* Determine whether arguments can be added without overflow */ int uadd_ok(unsigned x, unsigned y); ``` Back: ```c return (x + y) >= x; ``` Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic Does unsigned overflow detection depend on the left or right operand of $s \coloneqq x +_w^u y$? Back: Either. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic Why can we compare $s$ to $x$ or $y$ when detecting overflow of $s \coloneqq x +_w^u y$? Back: Because unsigned addition is commutative. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic Given integer $0 < x < 2^w$, what is $x$'s unsigned additive inverse? Back: $2^w - x$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic Which unsigned integer is its own additive inverse? Back: $0$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% Two's-complement addition, denoted $+_w^t$ operates similarly: $$x +_w^u y = \begin{cases} x + y - 2^w & \text{if } x + y \geq 2^{w-1} \\ x + y + 2^w & \text{if } x + y < -2^{w-1} \\ x + y & \text{otherwise} \end{cases}$$ Unlike with unsigned addition, there is no simpler modulus operation that can be applied. %%ANKI Basic What kind of overflows does two's-complement addition potentially exhibit? Back: Positive and negative overflow. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic Why is two's-complement addition overflow UB? Back: Because the C standard does not mandate any particular signed integer encoding. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. Tags: c17 END%% %%ANKI Basic What does $+_w^t$ denote? Back: Two's-complement addition of $w$-bit integral types. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic *Why* doesn't two's-complement addition perform modular arithmetic? Back: Because negative values are representable. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Cloze $x +_w^t y =$ {$x + y - 2^w$} if {$x + y \geq 2^{w-1}$}. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Cloze $x +_w^t y =$ {$x + y + 2^w$} if {$x + y < -2^{w-1}$}. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Cloze $x +_w^t y =$ {$x + y$} if {$-2^{w-1} \leq x + y < 2^{w-1}$}. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic How do we detect $x +_w^t y$ positive overflowed? Back: This happens iff $x > 0$, $y > 0$, and $x +_w^t y \leq 0$. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic How do we detect $x +_w^t y$ negative overflowed? Back: This happens iff $x < 0$, $y < 0$, and $x +_w^t y \geq 0$. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic How can we write $x +_w^t y$ in terms of unsigned addition? Back: $x +_w^t y = U2T_w(T2U_w(x) +_w^u T2U_w(y))$ Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI *Why* are we able to characterize $+_w^t$ in terms of $+_w^u$? Back: Because two's-complement addition has the same bit-level representation as unsigned addition. Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% %%ANKI Basic How would you complete the body of this function? ```c /* Determine whether arguments can be added without overflow */ int tadd_ok(int x, int y); ``` Back: ```c int pos_over = x > 0 && y > 0 && (x + y) <= 0; int neg_over = x < 0 && y < 0 && (x + y) >= 0; return !pos_over && !neg_over; ``` Reference: Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. END%% ## References * Bryant, Randal E., and David O'Hallaron. *Computer Systems: A Programmer's Perspective*. Third edition, Global edition. Always Learning. Pearson, 2016. * Ronald L. Graham, Donald Ervin Knuth, and Oren Patashnik, *Concrete Mathematics: A Foundation for Computer Science*, 2nd ed (Reading, Mass: Addison-Wesley, 1994). * “Two’s-Complement.” In *Wikipedia*, January 9, 2024. [https://en.wikipedia.org/w/index.php?title=Two%27s_complement&oldid=1194543561](https://en.wikipedia.org/w/index.php?title=Two%27s_complement&oldid=1194543561).