# Questions tagged [floating-point]

Approximate representation of numbers as a fixed number of digits multiplied by a logarithmic scale.

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### Formal notations of equivalencence between floating point expressions

In an informal context, most programmers might call these two expressions "equal" and no one would be mislead: (a + b) + c a + (b + c) For floating point numbers,...
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### Find the duplicates in a list of floating point numbers

I receive a list of real numbers ( float ) between $0$ and $1$. The list has length $N+1$ and I need to find two numbers on the list which are $\le \frac{1}{N}$ ...
103 views

### What factors influence machine epsilon?

I was wondering what factors effect a machine's epsilon value. I was thinking about how modern computers can calculate expressions to higher accuracy then their predecessors, but what hardware and ...
524 views

### Convert between IEEE 754-2008 decimal64 and IEEE double precision floating point number

I need to know the algorithm for converting between IEEE 754-2008 decimal64 and IEEE 754-1985 double precision floating point number. I have been working on this for the past 2 days and I match the ...
546 views

### Whether assigning of single precision IEEE754 float to double is reversible?

Using the IEEE754 standard, let's assign single precision variable s to double precision variable d and then assign d to single precision variable s'. Is this operation is reversible (lossless) for ...
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### How to work out if an IEEE 754 floating point number is normalized?

How do I tell whether a particular IEEE 754 floating point number is a normalized floating point number? Is there some way to recognize an IEEE 754 normalized floating point number?
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### Dual Signed Kahan Summation

NOTE: This is for a project I'm working on for fun, NOT production code. So I'm working on a pet project that involves reading data in from a sensor and summing it up. The values are mostly ...
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### half precision floating point multiplication

A = 0 10011 0011110111 B = 1 00011 0010011000 exponent is 15, mantissa is 10 bits and first bit is implicit. Can somebody please tell me the final answer cause I am having trouble figuring ...
130 views

### Difference between ways to compare floating-point numbers

There seems to be many approaches to judge whether two floating-point numbers are identical. Here are some examples I've found: ...
128 views

### Approximate a float using a minimal fraction

This sounds like it's probably a well-known problem, but I haven't been able to find references to it by searching. Given a floating point value $x$ and an error range $\varepsilon$, how can I ...
581 views

### Implementation of Naive Bayes

I am implementing a Naive Bayes algorithm for text categorization with Laplacian smoothing. The problem I am having is that the probability approaches zero because I am multiplying many small ...
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### Why do floating point additions sometimes produce equal results? [duplicate]

I have tried two sentences on my computer : 2 + 10^(-18) == 2 2^(-55) + 2^(-57) == 2^(-55) My computer gives TRUE and FALSE respectively. Why does the computer ...
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### What happens if we add denormalized number and normalized number?

Denormalized numbers can represent numbers smaller than 2^(-1022) whereas normalized number cannot. So I'm curious what happens if we add denormalized number and normalized number. Actually, I have ...
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### 8-bit floating-point representation

I'm studying about representing fractional numbers as floating-point values. It is going to be an 8-bit representation. Somewhere in the text, it is said that: "We use the first bit to represent ...
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### Smallest number close to 0 in IEEE754 (64bits)?

I thought the smallest number close to 0 would be : 0 00000000001 (exponent) 0000000000000000000000000000000000000000000000000000 (significand) But this site (http://binaryconvert.com/result_double....
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### Calculating sums of floating point numbers by hand

how do you calculate the sum of 2.6125 * 10^1 and 4.150390625 * 10-1 by hand, assuming A and B are stored in the 16-bit half precision. i cant figure out how to do this by hand with out losing most of ...
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### Distribution of IEEE 754 single precision floating point over number line

"What is the maximum and minimum difference between two successive real numbers representable in IEEE 754 Single Precision and Double Precision Floating Point Representations respectively?" In ...
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### What is the 1's and 2's complement of 0.01101?

What is the 1's and 2's complement of 0.01101? I'm unable to find any details on this from google. Basically how do we represent the floating points in 1's and 2's complement forms? Even wikipedia ...
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### Is < binary relation a strict partial order on IEEE doubles?

To me it looks that it is: irreflexivity: NaN < NaN == false transitivity: if a < b and b < c then a < c (the antecedent is never true for NaNs) asymmetry: if a < b then not b < a (...
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### Representing Computations on Transcendental Numbers

Consider the set of transcendental numbers that are not compressible to a finite base-2 representation. How can I compute multiples (more generally, any algebraic computation) of one of these numbers,...
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### Interpretation of '1/3' in IEEE floating point representation

For a rational number 1/3 below is the floating point representation(64 bit) of decimal expansion 0.3333333.... As per the above bit structure, I would like to ...
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### What is 0.1 converted to 8bit IEEE754?

0.1 via $32\text{ bit}$ is rather easy: Sign: $0_2 = 0_{10}$ Exponent: $123_{10} = 01111011_2$ Mantissa: $5033165_{10} = 100110011001100110011001101_2$ Now, how do you calculate this, if you've ...
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### Problem on Floating Point Representation

Consider the floating-point representation 31-24 : Exponent 23-0 : Mantissa The exponent is in 2's complement representation and mantissa is in the sign ...
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### Rounding errors when converting floats to integers

Is it possible to have a rounding error when you convert a floating point number which can only be in increments of 0.01 to an integer by multiplying by 100 first? I would think that the lack of ...
195 views

### What's the algorithm for floating points equality test?

I've found that 0.1 + 0.2 == 0.3 is not true in Java (see this demo). So, I'm interested in how equality testing can be implemented for floats. Is there a ...
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### Addition in IEEE 754

Hi I have this simple question. When adding a positive number with a negative number, both of same exponent. Imagine that after complementing the negative we have something like this: 1.111 + 0.001 .....
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### Product with floating point [closed]

I was studying the product with floating point and I saw this example. I made the translation, sorry if something is not grammatically correct. ![enter image description here]
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### Machine epsilon vs least positive number

What is the difference between machine epsilon and least positive number in floating point representation? If I try to show the floating point number on a number line .Is the gap between exact 0 and ...
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### Why is the precision of floating point numbers worse for smaller numbers?

Why is the machine error/epsilon higher between a pair of two lower numbers than a pair of two high numbers? For example, between the two smallest numbers possible in 5 bit mantissa and the two ...
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### Gap between numbers in fixed-point vs. floating point arithmetic

If $r$ is a machine-representable number and $f(r)$ is the next larger machine representable number, are the following true or false? In fixed-point arithmetic, the distance between $r$ and $f(r)$ is ...
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### Represent a real number without loss of precision

Current floating point (ANSI C float, double) allow to represent an approximation of a real number. Is there any way to represent real numbers without errors? Here's an idea I had, which is anything ...
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### Floating point operations; Exception, Flags, and Trap Handlers

I am reading over the article found here specifically §D.4.4 Exceptions, Flags and Trap Handlers and am confused by the table D-4 in that section. Specifically the arguments sent to the trap handler ...