Memetic algorithms for business analytics and data science: a brief survey

P Moscato, L Mathieson - Business and consumer analytics: new ideas, 2019 - Springer
This chapter reviews applications of Memetic Algorithms in the areas of business analytics
and data science. This approach originates from the need to address optimization problems …

Dependency mining for service resilience at the edge

A Aral, I Brandic - 2018 IEEE/ACM Symposium on Edge …, 2018 - ieeexplore.ieee.org
Edge computing paradigm is prone to failures as it trades reliability against other quality of
service properties such as low latency and geographical prevalence. Therefore, software …

Search-based Approaches to Optimizing Software Product Line Architectures: a Systematic Literature Review

S Khoshnevis, OH ARDESTANI - Information and Software Technology, 2024 - Elsevier
Context Software product line architecture (PLA) plays an important role in developing
software product lines (SPLs) and other configurable systems. Search-based (SB) …

Quality-aware analysis and optimisation of virtual network functions

DJ Munoz, M Pinto, L Fuentes - … of the 26th ACM International Systems …, 2022 - dl.acm.org
The softwarisation and virtualisation of network functionality is the last milestone in the
networking industry. Software-Defined Networks (SDN) and Network Function Virtualization …

Quanti-qualitative analysis of a memetic algorithm to optimize product line architecture design

JC Neto, T Gaieski, AM Amaral… - 2018 IEEE 30th …, 2018 - ieeexplore.ieee.org
The Product Line Architecture (PLA) is one of the most important artifacts of a Software
Product Line (SPL). PLA design can be formulated as an optimization problem with many …

[PDF][PDF] Are MAs profitable to search-based PLA design?

JC Neto, CH da Silva, TE Colanzi, AMMM Amaral - IET Softw., 2019 - scholar.archive.org
The architectural properties of product-line architecture (PLA) design have been
successfully optimised by multiobjective genetic algorithms (GAs). Memetic algorithms (MAs) …

On identifying architectural smells in search-based product line designs

EG Perissato, JC Neto, TE Colanzi, W Oizumi… - Proceedings of the VII …, 2018 - dl.acm.org
The Product Line Architecture (PLA) defines a common design for all products derived from
the software product line. PLA design is a high-effort task since it is influenced by several …

Are MAs profitable to search‐based PLA design?

J Choma Neto, C da Silva Herculano… - IET …, 2019 - Wiley Online Library
The architectural properties of product‐line architecture (PLA) design have been
successfully optimised by multi‐objective genetic algorithms (GAs). Memetic algorithms …