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Hard Examples for Common Variable Decision Heuristics Vinyals, Marc
Description
The CDCL algorithm, which is nowadays the top-performing algorithm to solve SAT in practice, is polynomially equivalent to resolution when we view it as a proof system, that is we replace some of its heuristics by nondeterministic choices. In this talk we show that this is no longer true if we leave the heuristics in place; more precisely we build a family of formulas that have resolution proofs of polynomial size but require exponential time to decide in CDCL with a class of variable decision heuristics that includes the most common heuristics such as VSIDS.
Item Metadata
Title |
Hard Examples for Common Variable Decision Heuristics
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Creator | |
Publisher |
Banff International Research Station for Mathematical Innovation and Discovery
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Date Issued |
2020-01-24T09:34
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Description |
The CDCL algorithm, which is nowadays the top-performing algorithm to
solve SAT in practice, is polynomially equivalent to resolution when
we view it as a proof system, that is we replace some of its
heuristics by nondeterministic choices.
In this talk we show that this is no longer true if we leave the
heuristics in place; more precisely we build a family of formulas that
have resolution proofs of polynomial size but require exponential time
to decide in CDCL with a class of variable decision heuristics that
includes the most common heuristics such as VSIDS.
|
Extent |
26.0 minutes
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Subject | |
Type | |
File Format |
video/mp4
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Language |
eng
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Notes |
Author affiliation: Technion
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Series | |
Date Available |
2020-07-23
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Provider |
Vancouver : University of British Columbia Library
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Rights |
Attribution-NonCommercial-NoDerivatives 4.0 International
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DOI |
10.14288/1.0392499
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URI | |
Affiliation | |
Peer Review Status |
Unreviewed
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Scholarly Level |
Postdoctoral
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Rights URI | |
Aggregated Source Repository |
DSpace
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Item Media
Item Citations and Data
Rights
Attribution-NonCommercial-NoDerivatives 4.0 International