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https://doi.org/10.29007/jmxj...
Article . 2018 . Peer-reviewed
Data sources: Crossref
DBLP
Conference object . 2022
Data sources: DBLP
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νZ - Maximal Satisfaction with Z3

Authors: Nikolaj S. Bjørner; Anh-Dung Phan;

νZ - Maximal Satisfaction with Z3

Abstract

Satisfiability Modulo Theories, SMT, solvers are used inmany applications. These applications benefit from thepower of tuned and scalable theorem proving technologiesfor supported logics and specialized theory solvers.SMT solvers are primarily used to determine whether formulas are satisfiable.Furthermore, when formulas are satisfiable, many applications need modelsthat assign values to free variables.Yet, in many cases arbitrary assignments are insufficient,and what is really needed is an <i>optimal</i> assignmentwith respect to objective functions. So far, users of Z3,an SMT solver from Microsoft Research, build custom loopsto achieve objective values. This is no longer necessarywith νZ (new-Z, or max-Z), an extension within Z3 that letsusers formulate objective functions directly with Z3. Under the hood there is aportfolio of approaches for solving linear optimization problems overSMT formulas, MaxSMT, and their combinations. Objective functions are combinedas either Pareto fronts, lexicographically, or each objective is optimized independently.

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    15
    popularity
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    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 10%
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
15
Top 10%
Top 10%
Top 10%
bronze