A critical note on experimental research methodology in EC

A. E. Eiben, M. Jelasity

Research output: Chapter in Book/Report/Conference proceedingConference contribution

77 Citations (Scopus)

Abstract

In this paper, we point to some essential shortcomings in contemporary practice in performing and documenting experimental research in evolutionary computing (EC). We identify some crucial problems and the limitations of this practice, and elaborate on research directions that should be pursued to improve the quality and relevance of experimental research.

Original languageEnglish
Title of host publicationProceedings of the 2002 Congress on Evolutionary Computation, CEC 2002
PublisherIEEE Computer Society
Pages582-587
Number of pages6
Volume1
DOIs
Publication statusPublished - 2002
Event2002 Congress on Evolutionary Computation, CEC 2002 - Honolulu, HI, United States
Duration: May 12 2002May 17 2002

Other

Other2002 Congress on Evolutionary Computation, CEC 2002
CountryUnited States
CityHonolulu, HI
Period5/12/025/17/02

ASJC Scopus subject areas

  • Software

Cite this

Eiben, A. E., & Jelasity, M. (2002). A critical note on experimental research methodology in EC. In Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002 (Vol. 1, pp. 582-587). [1006991] IEEE Computer Society. https://doi.org/10.1109/CEC.2002.1006991

A critical note on experimental research methodology in EC. / Eiben, A. E.; Jelasity, M.

Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002. Vol. 1 IEEE Computer Society, 2002. p. 582-587 1006991.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Eiben, AE & Jelasity, M 2002, A critical note on experimental research methodology in EC. in Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002. vol. 1, 1006991, IEEE Computer Society, pp. 582-587, 2002 Congress on Evolutionary Computation, CEC 2002, Honolulu, HI, United States, 5/12/02. https://doi.org/10.1109/CEC.2002.1006991
Eiben AE, Jelasity M. A critical note on experimental research methodology in EC. In Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002. Vol. 1. IEEE Computer Society. 2002. p. 582-587. 1006991 https://doi.org/10.1109/CEC.2002.1006991
Eiben, A. E. ; Jelasity, M. / A critical note on experimental research methodology in EC. Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002. Vol. 1 IEEE Computer Society, 2002. pp. 582-587
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