Testing autonomous cars for feature interaction failures using many-objective search
RB Abdessalem, A Panichella, S Nejati… - Proceedings of the 33rd …, 2018 - dl.acm.org
Complex systems such as autonomous cars are typically built as a composition of features
that are independent units of functionality. Features tend to interact and impact one another's …
that are independent units of functionality. Features tend to interact and impact one another's …
Testing advanced driver assistance systems using multi-objective search and neural networks
Recent years have seen a proliferation of complex Advanced Driver Assistance Systems
(ADAS), in particular, for use in autonomous cars. These systems consist of sensors and …
(ADAS), in particular, for use in autonomous cars. These systems consist of sensors and …
[HTML][HTML] Machine learning-based test selection for simulation-based testing of self-driving cars software
Simulation platforms facilitate the development of emerging Cyber-Physical Systems (CPS)
like self-driving cars (SDC) because they are more efficient and less dangerous than field …
like self-driving cars (SDC) because they are more efficient and less dangerous than field …
Self-adaptation in industry: A survey
Computing systems form the backbone of many areas in our society, from manufacturing to
traffic control, healthcare, and financial systems. When software plays a vital role in the …
traffic control, healthcare, and financial systems. When software plays a vital role in the …
Test generation and test prioritization for simulink models with dynamic behavior
All engineering disciplines are founded and rely on models, although they may differ on
purposes and usages of modeling. Among the different disciplines, the engineering of Cyber …
purposes and usages of modeling. Among the different disciplines, the engineering of Cyber …
Search-based test case prioritization for simulation-based testing of cyber-physical system product lines
Abstract Cyber-Physical Systems (CPSs) integrate computation with physical processes.
These systems are usually highly configurable to address different customer needs and are …
These systems are usually highly configurable to address different customer needs and are …
Some seeds are strong: Seeding strategies for search-based test case selection
The time it takes software systems to be tested is usually long. Search-based test selection
has been a widely investigated technique to optimize the testing process. In this article, we …
has been a widely investigated technique to optimize the testing process. In this article, we …
Towards system-level testing with coverage guarantees for autonomous vehicles
Since safety-critical autonomous vehicles need to interact with an immensely complex and
continuously changing environment, their assurance is a major challenge. While systems …
continuously changing environment, their assurance is a major challenge. While systems …
Pareto efficient multi-objective black-box test case selection for simulation-based testing
Context: In many domains, engineers build simulation models (eg, Simulink) before
developing code to simulate the behavior of complex systems (eg, Cyber-Physical Systems) …
developing code to simulate the behavior of complex systems (eg, Cyber-Physical Systems) …
Automated misconfiguration repair of configurable cyber-physical systems with search: an industrial case study on elevator dispatching algorithms
Real-world Cyber-Physical Systems (CPSs) are usually configurable. Through parameters, it
is possible to configure, select or unselect different system functionalities. While this …
is possible to configure, select or unselect different system functionalities. While this …