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20172023
most citedApproximation-Refinement Testing of Compute-Intensive Cyber-Physical Models: An Approach Based on System Identification

10 citations · 16 across the 9 of their papers we have counts for

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Showing cs.SEShow all

8 papers · 1 filter

cs.SE2023

Test Case Generation for Drivability Requirements of an Automotive Cruise Controller: An Experience with an Industrial Simulator

Federico Formica, Nicholas Petrunti, Lucas Bruck +3

Automotive software development requires engineers to test their systems to detect violations of both functional and drivability requirements. Functional requirements define the fu…

cs.SE2023★ 2 cited

Reflections on Surrogate-Assisted Search-Based Testing: A Taxonomy and Two Replication Studies based on Industrial ADAS and Simulink Models

Shiva Nejati, Lev Sorokin, Damir Safin +3

Surrogate-assisted search-based testing (SA-SBT) aims to reduce the computational time for testing compute-intensive systems. Surrogates enhance testing techniques by improving tes…

cs.SE2022★ 1 cited

Simulation-based Testing of Simulink Models with Test Sequence and Test Assessment Blocks

Federico Formica, Tony Fan, Akshay Rajhans +3

Simulation-based software testing supports engineers in finding faults in Simulink models. It typically relies on search algorithms that iteratively generate test inputs used to ex…

cs.SE2021

Combining Genetic Programming and Model Checking to Generate Environment Assumptions

Khouloud Gaaloul, Claudio Menghi, Shiva Nejati +2

Software verification may yield spurious failures when environment assumptions are not accounted for. Environment assumptions are the expectations that a system or a component make…

cs.SE2019★ 10 cited

Approximation-Refinement Testing of Compute-Intensive Cyber-Physical Models: An Approach Based on System Identification

Claudio Menghi, Shiva Nejati, Lionel C. Briand +1

Black-box testing has been extensively applied to test models of Cyber-Physical systems (CPS) since these models are not often amenable to static and symbolic testing and verificat…

cs.SE2019

Evaluating Model Testing and Model Checking for Finding Requirements Violations in Simulink Models

Shiva Nejati, Khouloud Gaaloul, Claudio Menghi +3

Matlab/Simulink is a development and simulation language that is widely used by the Cyber-Physical System (CPS) industry to model dynamical systems. There are two mainstream approa…