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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 …
A survey of many-objective optimisation in search-based software engineering
Search-based software engineering (SBSE) is changing the way traditional software
engineering (SE) activities are carried out by reformulating them as optimisation problems …
engineering (SE) activities are carried out by reformulating them as optimisation problems …
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 …
On the value of user preferences in search-based software engineering: A case study in software product lines
Software design is a process of trading off competing objectives. If the user objective space
is rich, then we should use optimizers that can fully exploit that richness. For example, this …
is rich, then we should use optimizers that can fully exploit that richness. For example, this …
Scalable product line configuration: A straw to break the camel's back
Software product lines are hard to configure. Techniques that work for medium sized product
lines fail for much larger product lines such as the Linux kernel with 6000+ features. This …
lines fail for much larger product lines such as the Linux kernel with 6000+ features. This …
A practical guide to select quality indicators for assessing pareto-based search algorithms in search-based software engineering
Many software engineering problems are multi-objective in nature, which has been largely
recognized by the Search-based Software Engineering (SBSE) community. In this regard …
recognized by the Search-based Software Engineering (SBSE) community. In this regard …
The weights can be harmful: Pareto search versus weighted search in multi-objective search-based software engineering
In presence of multiple objectives to be optimized in Search-Based Software Engineering
(SBSE), Pareto search has been commonly adopted. It searches for a good approximation of …
(SBSE), Pareto search has been commonly adopted. It searches for a good approximation of …
Multi-objective test case prioritization in highly configurable systems: A case study
Test case prioritization schedules test cases for execution in an order that attempts to
accelerate the detection of faults. The order of test cases is determined by prioritization …
accelerate the detection of faults. The order of test cases is determined by prioritization …
A systematic review of interaction in search-based software engineering
Search-Based Software Engineering (SBSE) has been successfully applied to automate a
wide range of software development activities. Nevertheless, in those software engineering …
wide range of software development activities. Nevertheless, in those software engineering …
Metamodeling and multicriteria analysis for sustainable and passive residential building refurbishment: A case study of French housing stock
For the energy-related issues that the world is facing nowadays, the renovation of the
building stock is one of the major challenges. The objective of this study is to present an …
building stock is one of the major challenges. The objective of this study is to present an …