Exploration and exploitation in evolutionary algorithms: A survey

M Črepinšek, SH Liu, M Mernik - ACM computing surveys (CSUR), 2013 - dl.acm.org
“Exploration and exploitation are the two cornerstones of problem solving by search.” For
more than a decade, Eiben and Schippers' advocacy for balancing between these two …

Metaheuristics in the Balance: A Survey on Memory‐Saving Approaches for Platforms with Seriously Limited Resources

S Khalfi, F Caraffini, G Iacca - International Journal of Intelligent …, 2023 - Wiley Online Library
In the last three decades, the field of computational intelligence has seen a profusion of
population‐based metaheuristics applied to a variety of problems, where they achieved …

An efficient crossover architecture for hardware parallel implementation of genetic algorithm

R Faraji, HR Naji - Neurocomputing, 2014 - Elsevier
In this article a new architecture for hardware implementation of genetic algorithm in
reconfigurable embedded systems is presented. The main idea is based on the efficient use …

An adaptive context-aware optimization framework for multimedia adaptation service selection

Z Laboudi, A Moudjari, A Saighi, A Draa… - Neural Computing and …, 2022 - Springer
In pervasive systems, context is a direct cause to adapt the content of multimedia documents
so that they comply, as far as possible, with the current constraints. In this respect, several …

Multiple rules with game theoretic analysis for flexible flow shop scheduling problem with component altering times

Z Han, Y Zhu, X Ma, Z Chen - International Journal of …, 2016 - inderscienceonline.com
This paper studies the flexible flow shop scheduling problem with component altering times
(FFSP-CAT), which is a specific form of the flexible flow shop scheduling problem with …

Efficient service selection in multimedia documents adaptation processes

Z Laboudi, A Moudjari, A Saighi, HN Hamri - Pattern Recognition and …, 2021 - Springer
Pervasive systems help access to multimedia documents at any time, from anywhere and
through several devices (smart TV, laptop, tablet, etc.). Nevertheless, due to changes in …

A hardware implementation of genetic algorithms using FPGA technology

MSB Ameur, A Sakly, M Mtibaa, O Kanoun… - Sensors, Circuits & …, 2018 - degruyter.com
The main objective of this paper is an implementation written in Vhsic Hardware Description
Language (VHDL) and intended for a hardware implementation for real time applications …

New genetic algorithm improved and its applications

Z Xin, X Chunbo - 2011 International Conference on …, 2011 - ieeexplore.ieee.org
A novel genetic algorithm, named double population genetic algorithm (DPGA), is proposed
to improve the performance of the conventional genetic algorithm. An elaborate searching …

[PDF][PDF] Stability analysis of tunnel-slope coupling based on genetic algorithm

T Luo, S Wang, X Liu, Z Zou, C Cao - Journal of Engineering …, 2015 - researchgate.net
Subjects in tunnels, being constrained by terrain and routes, entrances and exits to tunnels,
usually stay in the terrain with slopes. Thus, it is necessary to carry out stability analysis by …

[PDF][PDF] Influence indépendante et explicabilité de l'exploration et de l'exploitation dans les métaheuristiques

A Bettinger - 2022 - docnum.univ-lorraine.fr
Les méthodes heuristiques font référence à des techniques pour la résolution de problèmes,
l'apprentissage et la découverte où une recherche exhaustive n'est pas pratique. Elles sont …