METHODS FOR GENERATING A NEGATIVE TEST INPUT DATA AND DEVICES THEREOF

Patent №

US 10,049,032

Granted

2018-08-14

Filed 2014

Owner

INFOSYS LIMITED

Lab

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14560766

The present invention provides a method and system for generating negative test input data. A set of attributes and a set of attribute properties can be extracted from a requirement specification. A constraint representation syntax can be framed from the extracted set of attribute properties. A structured diagram is modeled from the framed constraint representation syntax and a set of use cases, a set of path predicates can be constructed from the structured diagram. One or more attribute classes can be determined from the set of path predicates based on an attribute constraint and an attribute dependency. The negative test input data shall be generated from the one or more attribute classes using genetic algorithm.

AI classification

Planning1.00
Knowledge representation1.00
Machine learning1.00
Natural language0.54
AI hardware0.05
Vision0.04
Evolutionary computation0.03
Speech0.00

Ownership

INFOSYS LIMITED

assignment · 437960271

Assignors

PASALA, ANJANEYULU, SHARMA, NIHAR, SINGH, SAURAV

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

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