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Contenuto archiviato il 2024-05-29

Phase transitions in computational complexity and formal verification: towards generic and realistic approaches

Obiettivo

Phase transitions in combinatorial optimization is a new, exciting research direction at the crossroads of statistical mechanics, combinatorial optimization and artificial intelligence.

Its goals are to use intuitions from statistical physics to shed light on the underlying reasons for computational intractability, thus complementing computational complexity theory. Despite significant progress, phase transitions are still largely a case-by-case approach, with few connections to computational complexity theory.

We propose:
- to develop the phase transition approach into a systematic theory, related to Computational Complexity, using insights and methods from Computational Complexity theory; and
- to increase the practicality of this approach, by investigating phase transitions for instances with a regular structure, with a special focus on those arising from problems in formal verification.

A benefit of this approach (if successful) would be bringing the algorithmic advances experienced in the area of satisfiability solving by the definition of the survey propagation algorithm to the area of formal verification.

Campo scientifico (EuroSciVoc)

Parole chiave

Argomento(i)

Invito a presentare proposte

FP6-2004-MOBILITY-12
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Meccanismo di finanziamento

IRG - Marie Curie actions-International re-integration grants

Coordinatore

INSTITUTUL E-AUSTRIA TIMISOARA
Contributo UE
Nessun dato
Costo totale
Nessun dato