How to evaluate solutions in Pareto-based search-based software engineering: A critical review and methodological guidance
With modern requirements, there is an increasing tendency of considering multiple
objectives/criteria simultaneously in many Software Engineering (SE) scenarios. Such a …
objectives/criteria simultaneously in many Software Engineering (SE) scenarios. Such a …
[HTML][HTML] Alternatives for testing of context-aware software systems in non-academic settings: results from a Rapid Review
S Matalonga, D Amalfitano, A Doreste… - Information and …, 2022 - Elsevier
Context Context-awareness challenges the engineering of contemporary software systems
and jeopardizes their testing. The variation of context represents a relevant behavior that …
and jeopardizes their testing. The variation of context represents a relevant behavior that …
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 …
Single and multi-objective test cases prioritization for self-driving cars in virtual environments
Testing with simulation environments helps to identify critical failing scenarios for self-driving
cars (SDCs). Simulation-based tests are safer than in-field operational tests and allow …
cars (SDCs). Simulation-based tests are safer than in-field operational tests and allow …
Deploying search based software engineering with sapienz at facebook
We describe the deployment of the Sapienz Search Based Software Engineering (SBSE)
testing system. Sapienz has been deployed in production at Facebook since September …
testing system. Sapienz has been deployed in production at Facebook since September …
MOSAT: finding safety violations of autonomous driving systems using multi-objective genetic algorithm
Autonomous Driving Systems (ADSs) are safety-critical systems, and safety violations of
Autonomous Vehicles (AVs) in real traffic will cause huge losses. Therefore, ADSs must be …
Autonomous Vehicles (AVs) in real traffic will cause huge losses. Therefore, ADSs must be …
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 …
A framework for continuous regression and integration testing in iot systems based on deep learning and search-based techniques
Tremendous systems are rapidly evolving based on the trendy Internet of Things (IoT) in
various domains. Different technologies are used for communication between the massive …
various domains. Different technologies are used for communication between the massive …
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 …
Enhanced regression testing technique for agile software development and continuous integration strategies
To survive in competitive marketplaces, most organizations have adopted agile
methodologies to facilitate continuous integration and faster application delivery and rely on …
methodologies to facilitate continuous integration and faster application delivery and rely on …