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How Often Is Floating-Point Addition Non-Associative?

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Despite users’ hopes, experiences or expectations, performing arithmetic with floating-point operations can produce unexpected results. Fundamental arithmetic properties are violated, for example the result of adding a set of floating-point numbers together will depend on the ordering of the operations. It is possible that the addition is non-associative, namely: a+(b+c) != (a+b)+c This talk will first explain why and provide a (partial) analytic answer to the probability that this occurs for an arbitrary floating-point format.

This talk is part of the CAS Talks series.

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