Parallel metaheuristics: recent advances and new trends

E Alba, G Luque, S Nesmachnow - International Transactions in …, 2013 - Wiley Online Library
The field of parallel metaheuristics is continuously evolving as a result of new technologies
and needs that researchers have been encountering. In the last decade, new models of …

Ephemeral computing and bioinspired optimization: Challenges and opportunities

C Cotta, AJ Fernández-Leiva… - … Joint Conference on …, 2015 - ieeexplore.ieee.org
Computational devices with significant computing power are pervasive yet often under-
exploited since they are frequently idle or performing non-demanding tasks. Exploiting this …

Decentralized utility-and locality-aware replication for heterogeneous DHT-based P2P cloud storage systems

Y Hassanzadeh-Nazarabadi, A Küpçü… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
As a Distributed Hash Table (DHT), Skip Graph routing overlays are exploited in several
peer-to-peer (P2P) services, including P2P cloud storage. The fully decentralized replication …

Improving genetic algorithms performance via deterministic population shrinkage

JLJ Laredo, C Fernandes, JJ Merelo… - Proceedings of the 11th …, 2009 - dl.acm.org
Despite the intuition that the same population size is not needed throughout the run of an
Evolutionary Algorithm (EA), most EAs use a fixed population size. This paper presents an …

EvAg: a scalable peer-to-peer evolutionary algorithm

JLJ Laredo, AE Eiben, M van Steen… - Genetic Programming and …, 2010 - Springer
This paper studies the scalability of an Evolutionary Algorithm (EA) whose population is
structured by means of a gossi** protocol and where the evolutionary operators act …

A survey on distributed evolutionary computation

WN Chen, FF Wei, TF Zhao, KC Tan… - arxiv preprint arxiv …, 2023 - arxiv.org
The rapid development of parallel and distributed computing paradigms has brought about
great revolution in computing. Thanks to the intrinsic parallelism of evolutionary computation …

From ephemeral computing to deep bioinspired algorithms: new trends and applications

D Camacho, R Lara-Cabrera… - Future Generation …, 2018 - Elsevier
Ephemeral computing is a term that describes computing systems whose nodes or their
connectivity have an ephemeral, heterogeneous and possibly also unpredictable nature …

Awake: decentralized and availability aware replication for p2p cloud storage

Y Hassanzadeh-Nazarabadi, A Küpçü… - … conference on smart …, 2016 - ieeexplore.ieee.org
The traditional decentralized availability-based replication algorithms suffer from high
dependence on the underlying system's churn behavior, randomness in replica selection …

Designing robust volunteer-based evolutionary algorithms

JLJ Laredo, P Bouvry, DL González… - … and Evolvable Machines, 2014 - Springer
This paper tackles the design of scalable and fault-tolerant evolutionary algorithms
computed on volunteer platforms. These platforms aggregate computational resources from …

Interlaced: Fully decentralized churn stabilization for skip graph-based dhts

Y Hassanzadeh-Nazarabadi, A Küpçü… - Journal of Parallel and …, 2021 - Elsevier
As a distributed hash table (DHT) routing overlay, Skip Graph is used in a variety of peer-to-
peer (P2P) systems including cloud storage. The overlay connectivity of P2P systems is …