Active User Intervention in an EC Search

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

21 Citations (Scopus)

Abstract

We propose two interactive evolutionary computation (IEC) methods that allow users to actively participate in an EC search. This is different from a conventional IEC in which the search and evaluation are performed by the EC and the user, respectively. The first method is one in which information obtained from an IEC search is explicitly incorporated into the EC search for the next generation using on-line knowledge embedding. The second is a method that introduces a 2-D visualization of an n-D searching space. The acceleration of EC convergence and the user interface were experimentally evaluated for both methods.

Original languageEnglish
Title of host publicationProceedings of the Fifth Joint Conference on Information Sciences, JCIS 2000, Volume 1
EditorsP.P. Wang, P.P. Wang
Pages995-998
Number of pages4
Edition1
Publication statusPublished - Dec 1 2000
EventProceedings of the Fifth Joint Conference on Information Sciences, JCIS 2000 - Atlantic City, NJ, United States
Duration: Feb 27 2000Mar 3 2000

Publication series

NameProceedings of the Joint Conference on Information Sciences
Number1
Volume5

Other

OtherProceedings of the Fifth Joint Conference on Information Sciences, JCIS 2000
CountryUnited States
CityAtlantic City, NJ
Period2/27/003/3/00

Fingerprint

Evolutionary algorithms
User interfaces
Visualization

All Science Journal Classification (ASJC) codes

  • Computer Science(all)

Cite this

Takagi, H. (2000). Active User Intervention in an EC Search. In P. P. Wang, & P. P. Wang (Eds.), Proceedings of the Fifth Joint Conference on Information Sciences, JCIS 2000, Volume 1 (1 ed., pp. 995-998). (Proceedings of the Joint Conference on Information Sciences; Vol. 5, No. 1).

Active User Intervention in an EC Search. / Takagi, Hideyuki.

Proceedings of the Fifth Joint Conference on Information Sciences, JCIS 2000, Volume 1. ed. / P.P. Wang; P.P. Wang. 1. ed. 2000. p. 995-998 (Proceedings of the Joint Conference on Information Sciences; Vol. 5, No. 1).

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

Takagi, H 2000, Active User Intervention in an EC Search. in PP Wang & PP Wang (eds), Proceedings of the Fifth Joint Conference on Information Sciences, JCIS 2000, Volume 1. 1 edn, Proceedings of the Joint Conference on Information Sciences, no. 1, vol. 5, pp. 995-998, Proceedings of the Fifth Joint Conference on Information Sciences, JCIS 2000, Atlantic City, NJ, United States, 2/27/00.
Takagi H. Active User Intervention in an EC Search. In Wang PP, Wang PP, editors, Proceedings of the Fifth Joint Conference on Information Sciences, JCIS 2000, Volume 1. 1 ed. 2000. p. 995-998. (Proceedings of the Joint Conference on Information Sciences; 1).
Takagi, Hideyuki. / Active User Intervention in an EC Search. Proceedings of the Fifth Joint Conference on Information Sciences, JCIS 2000, Volume 1. editor / P.P. Wang ; P.P. Wang. 1. ed. 2000. pp. 995-998 (Proceedings of the Joint Conference on Information Sciences; 1).
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