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When Is Floating-Point Equality Acceptable?

Susan Sarandon
Release: 2024-11-16 13:13:03
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When Is Floating-Point Equality Acceptable?

Floating-point Equality: When and Why

While it's generally frowned upon, there are instances where floating-point comparisons can be deemed acceptable.

Exact Representation of Whole Numbers

IEEE 754, the standard for floating-point arithmetic, guarantees that integers (whole numbers) within a certain range are represented exactly in floating-point format. This means that comparisons involving whole numbers, including 0.0, can be made using the equality operator (==).

Cautions with Calculated Values

However, caution is advised when working with floating-point values derived from calculations. Assignment of a whole number to a floating-point variable is safe, but performing any arithmetic operations on floating-point numbers can introduce rounding errors. Hence, equality comparisons between calculated values should be avoided.

Constant Literals

When comparing a variable with a constant literal, it's crucial to ensure that the literal is defined as a double constant (e.g., 3.14L) to maintain double-precision accuracy.

Example

In the provided code snippet, the static const BAR is defined as a double. If d is also a double, then the comparison d == BAR will always return true assuming both d and BAR represent whole numbers within the valid range for floating-point representation.

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