IEEE 754 floating point numbers (single precision) use the following format (the numbers on the top of the box indicate bit positions, the fields in the box indicate what the various bits mean). 0 1 2 3 0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1 +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+ mantissa (23 bits) ISI exponent I I +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+ The encoding starts with a sign bit, followed by the biased exponent (8 bits), followed by the mantissa (23 bits). For single-precision floating-point numbers, the exponents in the range of -126 to +127 are biased by adding 127 to get a value in the range 1 to 254 (0 and 255 have special meanings). b) What is the decimal fraction that is actually stored in the single precision floating point number and what is the absolute error?

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
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IEEE 754 floating point numbers (single precision) use the following format (the numbers on the
top of the box indicate bit positions, the fields in the box indicate what the various bits mean).
0
1
2
3
0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1
+-+-+-+- -+-+-+-+-+--
-+-+-+-+-+-+-+-+-+-+
+-+-+-+
ISI
mantissa (23 bits)
-+-+-+-+-+-+-+-+-+-+-+-+-+-+- -+-+-+-+
+-+-
exponent I
+-+-+-+-+-+-+-+-+-+-+-+-
I
The encoding starts with a sign bit, followed by the biased exponent (8 bits), followed by the
mantissa (23 bits). For single-precision floating-point numbers, the exponents in the range of -126
to +127 are biased by adding 127 to get a value in the range 1 to 254 (0 and 255 have special
meanings).
b) What is the decimal fraction that is actually stored in the single precision floating point number
and what is the absolute error?
Transcribed Image Text:IEEE 754 floating point numbers (single precision) use the following format (the numbers on the top of the box indicate bit positions, the fields in the box indicate what the various bits mean). 0 1 2 3 0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1 +-+-+-+- -+-+-+-+-+-- -+-+-+-+-+-+-+-+-+-+ +-+-+-+ ISI mantissa (23 bits) -+-+-+-+-+-+-+-+-+-+-+-+-+-+- -+-+-+-+ +-+- exponent I +-+-+-+-+-+-+-+-+-+-+-+- I The encoding starts with a sign bit, followed by the biased exponent (8 bits), followed by the mantissa (23 bits). For single-precision floating-point numbers, the exponents in the range of -126 to +127 are biased by adding 127 to get a value in the range 1 to 254 (0 and 255 have special meanings). b) What is the decimal fraction that is actually stored in the single precision floating point number and what is the absolute error?
Expert Solution
Step 1

Introduction

The 32-bit single-precision floating-point format may represent a broad range of numerical values and requires 32 bits of computer memory. This format, sometimes known as FP32, is best suited for calculations that do not need an approximation.

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