skip to main content
10.1145/2330784.2331023acmconferencesArticle/Chapter ViewAbstractPublication PagesgeccoConference Proceedingsconference-collections
poster

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

Published: 07 July 2012 Publication History

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.

Reference

[1]
Juan-J Merelo-Guervós, Antonio Mora, J. Albert Cruz, and Anna I. Esparcia. Pool-based distributed evolutionary algorithms using an object database. In Cecilia di Chio et al., editor, EvoApplications 2012 Proceedings, pages 441--450, 2012.

Recommendations

Comments

Information & Contributors

Information

Published In

cover image ACM Conferences
GECCO '12: Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
July 2012
1586 pages
ISBN:9781450311786
DOI:10.1145/2330784

Sponsors

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 07 July 2012

Permissions

Request permissions for this article.

Check for updates

Author Tags

  1. NOSQL databases
  2. cloud computing
  3. cloud storage
  4. complex systems
  5. distributed algorithms
  6. evolutionary algorithms
  7. key-value stores

Qualifiers

  • Poster

Conference

GECCO '12
Sponsor:
GECCO '12: Genetic and Evolutionary Computation Conference
July 7 - 11, 2012
Pennsylvania, Philadelphia, USA

Acceptance Rates

Overall Acceptance Rate 1,669 of 4,410 submissions, 38%

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • 0
    Total Citations
  • 74
    Total Downloads
  • Downloads (Last 12 months)1
  • Downloads (Last 6 weeks)0
Reflects downloads up to 01 Mar 2025

Other Metrics

Citations

View Options

Login options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Figures

Tables

Media

Share

Share

Share this Publication link

Share on social media