Automatic feature selection in large-scale system-software product lines
نویسندگان
چکیده
منابع مشابه
Collaborative Feature-Based Product Configuration in Software Product Lines
...........................................................................................................................................................i Table of
متن کاملParallel Large-Scale Feature Selection
The set of features used by a learning algorithm can have a dramatic impact on the performance of that algorithm. Including extraneous features can make the learning problem harder by adding useless, noisy dimensions that lead to over-fitting and increased computational complexity. Conversely, leaving out useful features can deprive the model of important signals. The problem of feature selecti...
متن کاملAn Evolutionary Methodology for Optimized Feature Selection in Software Product Lines
Feature modeling is the primary technology to capture and document the commonalities and variability among all of the members in a product line. Individual products are customized by selecting features according to the requirements. The work of feature selection is complex because of: 1) the complex dependencies and constraint relationship amongst features; 2) the multiple competing and conflic...
متن کاملA genetic algorithm for optimized feature selection with resource constraints in software product lines
Software product line (SPL) engineering is a software engineering approach to building configurable software systems. SPLs commonly use a feature model to capture and document the commonalities and variabilities of the underlying software system. A key challenge when using a feature model to derive a new SPL configuration is determining how to find an optimized feature selection that minimizes ...
متن کاملFeature Interaction and Composition Problems in Software Product Lines
Features are essential characteristic of applications within a product line. Features organized in different kinds of diagrams containing hierarchies of feature trees are closely related to variation points, which appear at different levels and life cycle phases for product lines. Optional and alternative variants attached to variation points may by additional constrained by mutual-exclusion or...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: ACM SIGPLAN Notices
سال: 2015
ISSN: 0362-1340,1558-1160
DOI: 10.1145/2775053.2658767