Floating-Point Key Precision Woes in Std:map
Using floating-point values as keys in std::map poses challenges due to floating-point precision limitations. A common issue encountered is the inability to locate a key due to this precision issue.
Countermeasures
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Implement a Custom Comparison Function:
Encapsulate double keys in a class and override the operator<(...) to define a comparison function that handles floating-point precision issues. However, this approach violates the ordering requirements of the container, potentially leading to unpredictable behavior.
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Utilize a Multimap or Multiset:
Using std::multimap or std::multiset for storing floating-point keys allows for multiple values for each key, addressing the potential for duplicate keys.
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Introduce an Epsilon Tolerance:
Create a helper function that applies an epsilon threshold when querying the container. This function uses the equal_range function to find a range of keys that are "sufficiently close" to the target key, ensuring that the container maintains ordering while allowing for approximate matches.
Considerations
Using floating-point keys in std::map or std::set is generally discouraged. It can lead to unreliable code due to the inherent fragility of floating-point values. Alternatively, consider using a different data structure that better accommodates floating-point precision concerns.
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