Fuzzy Set Abstraction
Artikel i vetenskaplig tidskrift, 2018
Program analysis plays a key part in improving modern software. Static (sound) analyses produce globally correct, but often pessimistic results while dynamic (complete) analyses yield highly precise results but with limited coverage. We present the Fuzzy set abstraction which generalizes previous work based on 3-valued logic. Our abstraction allows for hybrid analysis where static results are refined dynamically through the use of fuzzy control systems.
static program analysis
dynamic program analysis
Abstract interpretation
Författare
Jacob Lidman
Chalmers, Data- och informationsteknik, Datorteknik
Josef Svenningsson
Chalmers, Data- och informationsteknik, Datorteknik
Electronic Notes in Theoretical Computer Science
1571-0661 (ISSN)
Vol. 334 17-29Ämneskategorier
Programvaruteknik
Datavetenskap (datalogi)
Datorsystem
DOI
10.1016/j.entcs.2018.03.003