Artificial intelligence for safety-critical systems in industrial and transportation domains: A survey

J Perez-Cerrolaza, J Abella, M Borg, C Donzella… - ACM Computing …, 2024 - dl.acm.org
Artificial Intelligence (AI) can enable the development of next-generation autonomous safety-
critical systems in which Machine Learning (ML) algorithms learn optimized and safe …

Using genetic algorithms in test data generation: a critical systematic mapping

DS Rodrigues, ME Delamaro, CG Corrêa… - ACM COmpUting …, 2018 - dl.acm.org
Software testing activities account for a considerable portion of systems development cost
and, for this reason, many studies have sought to automate these activities. Test data …

Test data generation for MC/DC criterion using reinforcement learning

J Čegiň, K Rástočný - 2020 IEEE international conference on …, 2020 - ieeexplore.ieee.org
Unit testing focused on MC/DC criterion is essential in development of safety-critical
systems. However design of test data that meet the MC/DC criterion needs detailed manual …

Enhanced genetic algorithm for automatic generation of unit and integration test suite

BTM Anh - 2020 RIVF International Conference on Computing …, 2020 - ieeexplore.ieee.org
Software testing is the most effort consuming phase in software development process. To
minimize the human effort and maximize the number of faults detected, it is desirable to …

MCDC-Star: A white-box based automated test generation for high MC/DC coverage

L Hu, WE Wong, DR Kuhn… - 2018 5th international …, 2018 - ieeexplore.ieee.org
The US Federal Aviation Administration requires complete modified condition/decision
coverage (MC/DC) for the most critical (level A) software. Complete MC/DC is a gold …

Machine learning based test data generation for safety-critical software

J Čegiň - Proceedings of the 28th ACM Joint Meeting on …, 2020 - dl.acm.org
Unit testing focused on Modified Condition/Decision Coverage (MC/DC) criterion is essential
in development safety-critical systems. However, design of test data that meets the MC/DC …

Synthesized dataset for search-based test data generation methods focused on MC/DC criterion

J Čegiň, K Rástočný, M Bieliková - 2020 IEEE 20th …, 2020 - ieeexplore.ieee.org
Unit testing focused on the Modified Condition/Decision Coverage (MC/DC) criterion is
essential in development of safety-critical systems as recommended by international …

[PDF][PDF] OPTIMIZATION OF THE JAKIM HALAL LOGO PLACEMENT ON QR CODE USING ENHANCED GENETIC ALGORITHM

FBIN ROHANI - 2018 - psasir.upm.edu.my
A logo placed on Quick Response (QR) code provides additional aesthetic value and visual
information to the user. Visual quality of the embedded logo is an important criterion besides …

[PDF][PDF] A Systematic Review of the Application and Empirical Investigation of Search-Based Test Case Generation

H Urmet - core.ac.uk
Search based software testing uses metaheuristic algorithms to automate the generation of
test cases. This thesis partially replicates a literature study published in 2010 by Ali et al. to …