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Maximally Diverse Interpretations

Concept

In the processor-verification approach described by Bryant and coauthors, maximally diverse interpretations are a restricted set of interpretations for uninterpreted function symbols. When many equations in the verification conditions appear only in positive form, the authors state that universal validity can be proved by considering only these maximally diverse interpretations, which simplifies the propositional reduction used for EUF-based verification.

First seen 5/30/2026
Last seen 6/5/2026
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WIKI

Maximally diverse interpretations are described in the context of reducing formulas in the logic of equality with uninterpreted functions (EUF) to propositional logic for processor verification. EUF is used to abstract data manipulation during verification, and the resulting propositional formulas can then be handled with Boolean methods such as BDDs and SAT checkers.

In the cited work, the key motivation for maximally diverse interpretations is simplification of the propositional encoding. The authors state that many equations in the relevant verification formulas appear only in positive form. Under this condition, they can reduce the interpretations of function symbols that must be considered for proving universal validity to those that are maximally diverse.

The concept is therefore presented as a proof-reduction device: instead of ranging over all possible interpretations of uninterpreted functions, the verification procedure only needs this restricted class of interpretations in the cases identified by the paper. The paper reports experimental evidence that this overall approach is efficient for verifying pipelined processors using the Burch-and-Dill method.

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The paper exploits maximally diverse interpretations to simplify propositional formulas generated from EUF.
The paper introduces the concept of maximally diverse interpretations to reduce the set of interpretations needed to prove universal validity.

CITATIONS

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[1] EUF is used to abstract data manipulation in processor verification, and formulas in this logic are reduced to propositional formulas so Boolean methods such as BDDs and SAT checkers can be applied. Processor Verification Using Efficient Reductions of the Logic of Uninterpreted Functions to Propositional Logic
[2] When many equations in the verification conditions appear only in positive form, the set of interpretations of function symbols needed to prove universal validity can be reduced to those that are 'maximally diverse.' Processor Verification Using Efficient Reductions of the Logic of Uninterpreted Functions to Propositional Logic
[3] The paper reports experimental results indicating the efficiency of this approach for verifying pipelined processors using the method proposed by Burch and Dill. Processor Verification Using Efficient Reductions of the Logic of Uninterpreted Functions to Propositional Logic