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20062024
most citedAsynchronous Distributed Genetic Algorithms with Javascript and JSON

57 citations · 140 across the 11 of their papers we have counts for

collaborators

11 papers

cs.NE2024★ 4 cited

Evolving Genetic Programming Tree Models for Predicting the Mechanical Properties of Green Fibers for Better Biocomposite Materials

Faris M. AL-Oqla, Hossam Faris, Maria Habib +1

Advanced modern technology and industrial sustainability theme have contributed implementing composite materials for various industrial applications. Green composites are among the…

cs.NE2024★ 9 cited

Determining the significance and relative importance of parameters of a simulated quenching algorithm using statistical tools

Pedro A. Castillo, Maribel García Arenas, Nuria Rico +4

When search methods are being designed it is very important to know which parameters have the greatest influence on the behaviour and performance of the algorithm. To this end, alg…

cs.NE2024★ 57 cited

Asynchronous Distributed Genetic Algorithms with Javascript and JSON

Juan Julián Merelo, Pedro A. Castillo, Juan Luis Jiménez Laredo +2

In a connected world, spare CPU cycles are up for grabs, if you only make its obtention easy enough. In this paper we present a distributed evolutionary computation system that use…

cs.NE2024★ 16 cited

Evolvable Agents, a Fine Grained Approach for Distributed Evolutionary Computing: Walking towards the Peer-to-Peer Computing Frontiers

Juan Luis Jiménez Laredo, Pedro A. Castillo, Antonio M. Mora +1

In this work we propose a fine grained approach with self-adaptive migration rate for distributed evolutionary computation. Our target is to gain some insights on the effects cause…

cs.NE2011★ 5 cited

Cloud-based Evolutionary Algorithms: An algorithmic study

Juan-J. Merelo, Maribel García-Arenas, Antonio M. Mora +3

After a proof of concept using Dropbox(tm), a free storage and synchronization service, showed that an evolutionary algorithm using several dissimilar computers connected via WiFi…

cs.NE2011★ 20 cited

SOAP vs REST: Comparing a master-slave GA implementation

P. A. Castillo, J. L. Bernier, M. G. Arenas +2

In this paper, a high-level comparison of both SOAP (Simple Object Access Protocol) and REST (Representational State Transfer) is made. These are the two main approaches for interf…