Validating design choices in a pool-based distributed evolutionary algorithms architecture

Authors:
Juan-Julián Merelo-Guervós;Antonio M. Mora;Anna I. Esparcia;Carlos M. Fernandes
Affiliations:
Dept. ATC-UGR, Granada, Spain;UGR, Granada, Spain;S2 Grupo, Valencia, Spain;UGR, Granada, Spain
Venue:
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Year:
2012

Citing 1
Cited 0

Pool-Based distributed evolutionary algorithms using an object database

EvoApplications'12 Proceedings of the 2012t European conference on Applications of Evolutionary Computation

Quantified Score

Hi-index	0.00

Visualization

Abstract

This paper introduces SofEA, a pool-based architecture built over CouchDB for distributing evolutionary algorithms (EAs) across computer network in an asynchronous and decentralized way. Clients perform different functions (evaluation, reproduction, selection) which leads to a complex behavior that will be examined in this paper, looking for the values that yield the best performance.