Computer Science Chapter 2: Data Representation

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Questions and Answers

What is the range of values for an unsigned 16-bit integer?

  • 0 to 255
  • 0 to 65,535 (correct)
  • 0 to 4,294,967,295
  • -32768 to 32767

How many bytes are used to represent a 64-bit word?

  • 8 bytes (correct)
  • 2 bytes
  • 4 bytes
  • 1 byte

What does a value of 1 in the most-significant bit indicate in the sign-magnitude bit model?

  • A negative number (correct)
  • An unsigned value
  • A positive number
  • Zero

In the magnitude-only bit model, which range corresponds to a single byte?

<p>0 to 255 (D)</p> Signup and view all the answers

How is the highest positive number represented in a single byte using the sign-magnitude bit model?

<p>01111111 (D)</p> Signup and view all the answers

What is the main disadvantage of the sign-magnitude bit model?

<p>It has a smaller magnitude range. (B)</p> Signup and view all the answers

What is the conversion of the binary number 10000010 in the sign-magnitude model?

<p>-2 (D)</p> Signup and view all the answers

When using a sequence of 4 bytes to represent numbers, what is the maximum number that can be represented?

<p>4,294,967,295 (C)</p> Signup and view all the answers

What is the primary reason for understanding how data is represented in a computer?

<p>To correctly interpret the binary data (B)</p> Signup and view all the answers

Which bit model allows representation of both positive and negative numbers?

<p>Two's complement (D)</p> Signup and view all the answers

What constitutes the core unit of data in all digital systems?

<p>Bit (A)</p> Signup and view all the answers

How can the sequence of bits '01000011 01001111 01010111' be interpreted in one way?

<p>As a sequence of characters (A)</p> Signup and view all the answers

What is the significance of using different number systems such as Hexadecimal, Octal, and Binary in computing?

<p>They provide varying representation formats for data (B)</p> Signup and view all the answers

Which compound data type is NOT typically used in the context of data representation?

<p>Integers (B)</p> Signup and view all the answers

What operation allows the representation of the decimal number '62389' to be understood in the binary system?

<p>Base conversion techniques (B)</p> Signup and view all the answers

Which statement correctly represents the operation of converting a decimal number to binary?

<p>Dividing by 2 repeatedly and recording remainders (C)</p> Signup and view all the answers

What is the magnitude of -19 when converted to its two's complement representation?

<p>19 (B)</p> Signup and view all the answers

What occurs when two positive numbers are added together and the result is negative?

<p>An overflow has occurred (D)</p> Signup and view all the answers

What is the range of a signed short int in C?

<p>-32,768 to 32,767 (B)</p> Signup and view all the answers

When adding two negative numbers in two's complement, which situation represents an overflow?

<p>The result is positive (B)</p> Signup and view all the answers

How many bytes does a signed long use in C?

<p>8 bytes (A)</p> Signup and view all the answers

What is the purpose of the standard ASCII code?

<p>To represent non-accented English text characters and punctuations in numeric format. (C)</p> Signup and view all the answers

How many bytes does each character take in the standard ASCII representation?

<p>1 byte (B)</p> Signup and view all the answers

What happens to unsigned char values above 127 when stored?

<p>They become negative (A)</p> Signup and view all the answers

If the result of an addition operation in two's complement is represented by the pattern 10000101, what can be inferred?

<p>The result is a negative number (C)</p> Signup and view all the answers

Which data type in C uses two's complement for its representation?

<p>signed char (A)</p> Signup and view all the answers

What encoding scheme is most commonly used to represent Unicode characters?

<p>UTF-8 (A)</p> Signup and view all the answers

What is the maximum value that can be represented by a signed char in C?

<p>127 (C)</p> Signup and view all the answers

In the given context, how many bits are typically used to represent boolean values for customers' logged-on status?

<p>8 bits (A)</p> Signup and view all the answers

What is described as a waste of storage space when tracking boolean values?

<p>Storing each boolean in its own byte. (A)</p> Signup and view all the answers

How can multiple log-on statuses be efficiently stored in memory?

<p>Storing 8 booleans in a single byte. (B)</p> Signup and view all the answers

How many characters can UTF-8 representation take up to in bytes?

<p>4 bytes (B)</p> Signup and view all the answers

What is the general form used to express a number in scientific notation?

<p>± M x BE (B)</p> Signup and view all the answers

How many bits are used for the mantissa in the float data type in C?

<p>23 (D)</p> Signup and view all the answers

What bias is added to the exponent in the IEEE 754 32-bit floating-point standard?

<p>127 (B)</p> Signup and view all the answers

In the IEEE 754 32-bit floating-point representation, what does a 1-bit sign of '0' indicate?

<p>The number is positive (C)</p> Signup and view all the answers

What is the bit representation of positive infinity in the IEEE 754 format?

<p>0 11111111 00000000000000000000000 (C)</p> Signup and view all the answers

Which special case is represented by a mantissa that is non-zero in the IEEE 754 format?

<p>NaN (A)</p> Signup and view all the answers

For double-precision numbers, what is the bias used for the exponent?

<p>1023 (D)</p> Signup and view all the answers

What is the total number of bits used to represent a double data type in C?

<p>64 (D)</p> Signup and view all the answers

What is the decimal value of the binary number 1001101?

<p>77 (D)</p> Signup and view all the answers

Which characters are used in the hexadecimal number system?

<p>0, 1, 2, 3, 4, 5, 6, 7, 8, 9, A, B, C, D, E, F (C)</p> Signup and view all the answers

What will be the decimal equivalent of the octal number 113?

<p>75 (C)</p> Signup and view all the answers

Which of the following calculations correctly represents the conversion of 1001101 to decimal?

<p>(1<em>20) +(0</em>21) +(1<em>22) +(1</em>23) +(0<em>24) +(0</em>25) +(1*26) (B)</p> Signup and view all the answers

In the provided C code, what is the value of the unsigned char hex2 variable after execution?

<p>2989 (D)</p> Signup and view all the answers

How many digits are used in the octal number system?

<p>8 (C)</p> Signup and view all the answers

When converting a decimal number to binary, what is the maximum digit that can be used?

<p>1 (C)</p> Signup and view all the answers

What is the base of the Decimal number system?

<p>10 (C)</p> Signup and view all the answers

Flashcards

Binary Number System

A number system that uses base 2, meaning it only has two digits: 0 and 1.

Octal Number System

A number system that uses base 8, with digits ranging from 0 to 7.

Decimal Number System

The number system we use in everyday life, with a base of 10, using digits from 0 to 9.

Hexadecimal Number System

A number system that uses base 16, employing digits from 0 to 9 and letters A to F, representing values from 10 to 15.

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Bit

A single digit in a binary number, representing either 0 or 1.

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Number System Conversion

The process of converting a number from one number system (like binary) to another (like decimal).

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Binary Literal

A specific format for writing numbers in code using the 0b prefix, representing binary values.

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Hexadecimal Literal

A specific format for writing numbers in code using the 0x prefix, representing hexadecimal values.

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Bit Model

A sequence of bits that represents a numerical value.

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Binary

A number system where there are only two digits: 0 and 1.

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Decimal

A number system that uses base 10, where each digit represents a power of 10.

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Hexadecimal

A number system based on 16 digits (0-9 and A-F) and represents a number in powers of 16.

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Octal

A number system that uses base 8 and represents a number in powers of 8.

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Magnitude Only

A representation where a bit represents the magnitude of a number, only positive values are allowed.

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Sign Magnitude

A representation where a bit represents both sign (positive or negative) and magnitude of a number.

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Two's Complement

A representation where the most significant bit (MSB) represents the sign and the rest of the bits represent the magnitude using two's complement.

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Finding the magnitude of a negative number

The process of converting a negative number into its positive equivalent. This involves flipping all the bits and adding 1.

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Adding binary numbers

The process of adding two numbers in binary, taking into account the sign bit.

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Overflow Error

A situation where the result of an addition operation exceeds the maximum value representable in the assigned data type, leading to an incorrect result.

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Signed Integer

A data type in C used to store whole numbers with a sign. The range of values depends on the number of bits used.

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Unsigned Integer

A data type in C used to store whole numbers without a sign, allowing for a larger positive range.

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Data Type

A data storage unit that holds a value within a specific range defined by its type. Examples include char, short int, int, long, etc.

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Word (in computer science)

A sequence of bytes used to represent a number, providing a wider range of values than individual bytes.

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Sign Bit

The most significant bit in a byte or word used to represent the sign of a number in the sign-magnitude bit model. A 0 indicates a positive value, and a 1 indicates a negative value.

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Sign-Magnitude Bit Model

A bit model used to represent numbers in a computer, where the leftmost bit indicates the sign, and the remaining bits represent the magnitude of the number.

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Magnitude-Only Bit Model

A bit model used to represent only positive numbers, where all bits contribute to the magnitude of the number.

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Word Size

The number of bits used to represent a number in a computer system, determining the range of possible values.

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Place Value (in binary)

A way to represent numbers in a computer system where each place value represents a power of 2.

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Scientific Notation

The decimal number system uses 'e' to represent a power of 10. For example, 28410 can be expressed as 2.84 x 102 in scientific notation. This indicates 2.84 multiplied by 10 raised to the power of 2.

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General Form of Scientific Notation

The general representation of a number in scientific notation is: ± M x BE where M is the mantissa (the significant digits), B is the base, and E is the exponent.

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Real Number Representation in C

C langauge provides two data types to represent real numbers, float and double.

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Float Data Type

The float data type uses 32 bits for storage, with 8 bits dedicated to the exponent and 23 bits for the mantissa.

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Double Data Type

The double data type uses 64 bits for storage, with 11 bits dedicated to the exponent and 52 bits for the mantissa.

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Implied Leading Digit

The leading digit in mantisa is always 1 for non-zero values, so we can imply it in a representation. This saves memory and improves efficiency.

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Exponent Bias

In the IEEE 754 standard, we add a bias of 127 to a 32-bit floating point exponent, and 1023 for a 64-bit double.

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Special Values

Special cases such as 0, infinity (+∞, -∞), and Not a Number (NaN) are represented with specific bit patterns. NaN signifies a value that is not numerically defined.

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ASCII

A standard mapping of characters and punctuation symbols to numerical values. Each character occupies one byte.

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Unicode

A set of characters from different languages, designed to encompass all written languages. Each character can occupy up to 4 bytes.

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char (C data type)

A character data type in C that uses 8 bits (1 byte). It can represent both positive and negative numbers using two's complement.

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unsigned char (C data type)

A data type in C that uses 8 bits (1 byte). It can only represent positive numbers. It's commonly used for storing character values.

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UTF-8

A method of representing Unicode characters in varying byte lengths. This allows for flexibility and efficiency in representing characters from different languages.

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Bitwise Operations

Using a single byte to store multiple boolean values, by grouping bits together. This saves memory by utilizing space efficiently.

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Boolean Value

A boolean variable that represents a state, such as whether a user is logged in or not.

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Array

A collection of data elements, each of which can store a specific type of data. In this context, it's used to store boolean values for each user.

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Study Notes

Chapter 2: Data Representation

  • Data in memory is represented numerically
  • Data is ultimately stored as 1s and 0s
  • Understanding how data is stored is crucial to correct interpretation
  • Example data: 01000011 01001111 01010111 can be interpreted in various ways

Number Representation and Bit Models

  • Data representation in computers is numerical, even if the initial data is text or image
  • The decimal system (base 10) is used in normal calculations
  • Number systems used in computer science include:
    • Binary (base 2): Uses 0 and 1
    • Octal (base 8): Uses 0-7
    • Decimal (base 10): Uses 0-9
    • Hexadecimal (base 16): Uses 0-9 and A-F
  • Conversion between number systems is possible using the base as a multiplicative factor

Base Conversion Methods

  • Conversion from binary to decimal, octal, and hexadecimal is explained
  • Conversion from other bases to decimal is explained

Bit Models

  • Magnitude-only: Represents non-negative numbers. Each bit corresponds to a power of 2. (e.g., 8-bit value can store 0-255)
  • Sign-magnitude: Uses the most significant bit for the sign (+ or -). Numbers in the -127 to +127.
  • Two's complement: Represents both positive and negative numbers using a similar approach to represent negative values as the negative two's complement (+0 is 00...0 and -0 is 11...1). Numbers in the -128 to +127 range.
  • Fixed-point: Represents numbers with a binary point that separates integer and fractional parts. Precision and range are limited.
  • Floating-point: Represents numbers in scientific notation for high precision and range. Exponents and mantissas are combined into a fixed-width representation.

C Data Types and Bit Usage

  • C data types (unsigned char, unsigned short int, unsigned int, unsigned long int) with bit usage and corresponding ranges
  • Signed data types (char, short int, int, long int) with their respective bit usage and ranges
  • ASCII and Unicode Bit Models: Used for representing characters and text through mapping to numerical values

Bitwise Operations

  • Basic bitwise operators (~, &, |, ^, >>, <<) in C, and the operations they perform on bits (inversion, AND, OR, XOR, right-shift, left-shift)

Compound Data Types

  • Strings and char Arrays: Arrays of characters that store sequences of characters, terminated by a null character (\0). Length is not explicitly stored.
  • Arrays: Store multiple values of the same data type sequentially
  • Structures: Combine different data types into a single unit, often representing complex objects (e.g., a person's address). Each member has a distinct location in memory.
  • Unions: Allow different data types to occupy the same memory location. Only one member can be valid at a time.

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