5 papers
Quantum Approximate Optimization Algorithm for Test Case Optimization
Xinyi Wang, Shaukat Ali, Tao Yue +1
Test case optimization (TCO) reduces software testing cost while preserving its effectiveness, but solving TCO problems for large-scale and complex systems requires substantial com…
Quantum Artificial Intelligence for Software Engineering: the Road Ahead
Xinyi Wang, Shaukat Ali, Paolo Arcaini
In order to handle the increasing complexity of software systems, Artificial Intelligence (AI) has been applied to various areas of software engineering, including requirements eng…
Quantum Machine Learning-based Test Oracle for Autonomous Mobile Robots
Xinyi Wang, Qinghua Xu, Paolo Arcaini +2
Robots are increasingly becoming part of our daily lives, interacting with both the environment and humans to perform their tasks. The software of such robots often undergoes upgra…
Using quantum annealing to generate test cases for cyber-physical systems
Hugo Araujo, Xinyi Wang, Mohammad Mousavi +1
Quantum computing has emerged as a powerful tool to efficiently solve computational challenges, particularly in simulation and optimisation. However, hardware limitations prevent q…
Quantum Neural Network Classifier for Cancer Registry System Testing: A Feasibility Study
Xinyi Wang, Shaukat Ali, Paolo Arcaini +2
The Cancer Registry of Norway (CRN) is a part of the Norwegian Institute of Public Health (NIPH) and is tasked with producing statistics on cancer among the Norwegian population. F…