PREDICATE ABSTRACTION VIA SYMBOLIC DECISION PROCEDURES

Patent №

US 7,587,707

Granted

2009-09-08

Filed 2005

Owner

MICROSOFT CORPORATION

AI components

4

ml · nlp · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11172760

Predicate abstraction techniques and tools. Using symbolic decision procedures, predicate abstractions for computer programs are generated based on a set of predicates representing observations of expected behavior of the program. The set of predicates may be generated by an automatic program analysis tool or may be provided a user based on the user's observations. The predicate abstraction process may employ binary decision diagrams. Two or more symbolic decision procedures (e.g., for different kinds of program logic) can be combined to form a combined symbolic decision procedure to be used for predicate abstraction. A data structure can be used to track derived predicates during predicate abstraction.

AI classification

AI hardware1.00
Natural language1.00
Knowledge representation1.00
Machine learning0.93
Vision0.03
Evolutionary computation0.01
Speech0.00
Planning0.00

Ownership

MICROSOFT CORPORATION

assignment · 162980132

Assignors

BALL, THOMAS J., LAHIRI, SHUVENDU K.

On an employer assignment, the assignors are typically the inventors.

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