FORMAL METHODS FOR MODELING AND ANALYSIS OF HYBRID SYSTEMS

Patent №

US 7,574,334

Granted

2009-08-11

Filed 2004

Owner

SRI INTERNATIONAL

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10775419

A technique based on the use of a quantifier elimination decision procedure for real closed fields and simple theorem proving to construct a series of successively finer qualitative abstractions of hybrid automata is taught. The resulting abstractions are always discrete transition systems which can then be used by any traditional analysis tool. The constructed abstractions are conservative and can be used to establish safety properties of the original system. The technique works on linear and non-linear polynomial hybrid systems: the guards on discrete transitions and the continuous flows in all modes can be specified using arbitrary polynomial expressions over the continuous variables. An exemplar tool in the SAL environment built over the theorem prover PVS is detailed. The technique scales well to large and complex hybrid systems.

AI classification

AI hardware1.00
Planning0.94
Machine learning0.86
Knowledge representation0.68
Vision0.27
Natural language0.00
Speech0.00
Evolutionary computation0.00

Ownership

SRI INTERNATIONAL

assignment · 155250655

Assignors

TIWARI, ASHISH, LINCOLN, PATRICK

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

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