LIFTING OF BOUNDED LIVENESS COUNTEREXAMPLES TO CONCRETE LIVENESS COUNTEREXAMPLES

Patent №

US 9,740,589

Granted

2017-08-22

Filed 2015

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

ml · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14792964

A trace of a bounded liveness failure of a system component is received, by one or more processors, along with fairness constraints and liveness assertion conditions. One or more processors generate randomized values for unassigned input values and register values, of the trace, and simulate traversal of each of a sequence of states of the trace. One or more processors determine whether traversing the sequence of states of the trace results in a repetition of a state, and responsive to determining that traversing the sequence of states of the trace does result in a repetition of a state, and the set of fairness constraints are asserted within the repetition of a state, and that the continuous liveness assertion conditions are maintained throughout the repetition of the state, a concrete counterexample of a liveness property of the system component is reported.

Machine learningPlanningEvolutionary computationG06F 11/3495G06F 11/3636G06F 11/00G06F 11/3003G06F 11/3461G06F 11/3604G06F 11/3668

AI classification

Planning0.99
Evolutionary computation0.97
Machine learning0.83
AI hardware0.15
Natural language0.01
Vision0.01
Knowledge representation0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 360080650

Assignors

BAUMGARTNER, JASON R., GAJAVELLY, RAJ KUMAR, IVRII, ALEXANDER, NALLA, PRADEEP KUMAR

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

From the same owner

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