Performance evaluation metrics for multi-objective evolutionary algorithms in search-based software engineering: Systematic literature review

JA Nuh, TW Koh, S Baharom, MH Osman, SN Kew - Applied Sciences, 2021 - mdpi.com
Many recent studies have shown that various multi-objective evolutionary algorithms have
been widely applied in the field of search-based software engineering (SBSE) for optimal …

Multi-objective matheuristic for minimization of total tardiness and energy costs in a steel industry heat treatment line

ACL Gomes, MG Ravetti, EG Carrano - Computers & Industrial Engineering, 2021 - Elsevier
This research focuses on solving a scheduling problem in a heat treatment line of a
multinational steel company. A bi-objective model is proposed to minimize the line total …

Combining multi-objective evolutionary algorithms with deep generative models towards focused molecular design

T Sousa, J Correia, V Pereira, M Rocha - … 2021, Held as Part of EvoStar …, 2021 - Springer
Recent advances in applying deep generative learning to molecular design have led to a
large number of novel approaches to the targeted generation of molecules towards specific …

Static and incremental dynamic approaches for multi-objective bitmap join indexes selection in data warehouses

L Toumi, A Ugur - The Journal of Supercomputing, 2021 - Springer
Data warehouses are very large databases and play key role in intelligent decision making
in enterprises. The bitmap join indexes selection problem is crucial in the data warehouse …

[HTML][HTML] Modeling of a system of quality assessment indicators of measuring instruments

O Velychko, O Hrabovskyi, T Gordiyenko… - Восточно …, 2021 - cyberleninka.ru
Modern measuring instruments (MI) are of great importance for providing measure-ments in
all areas of the national economy. Their main purpose is to conduct accurate and reliable …

Technical debt-aware and evolutionary adaptation for service composition in SaaS clouds

S Kumar - 2021 - etheses.bham.ac.uk
The advantages of composing and delivering software applications in the Cloud-Based
Software as a Service (SaaS) model are offering cost-effective solutions with minimal …

Hypervolume by Slicing Objective Algorithm: An Improved Version

S Mishra, S Swain, S Sarmah… - 2021 IEEE Congress on …, 2021 - ieeexplore.ieee.org
The hypervolume remains a popular performance indicator in evolutionary multi-objective,
mainly because of its nice mathematical properties (ie, it's the only performance indicator …

Development of Deep Learning-Based Tools for the Design of New Compounds with Desired Biological Activities

TFE Sousa - 2021 - search.proquest.com
In the last few years, de novo molecular design has increasingly been using generative
models, from the emergent field of Deep Learning (DL), to propose novel compounds that …