Publication detail

Comparing Fitness Functions for Genetic Feature Transformation

KLUSÁČEK, J. JIRSÍK, V.

Original Title

Comparing Fitness Functions for Genetic Feature Transformation

English Title

Comparing Fitness Functions for Genetic Feature Transformation

Type

conference paper

Language

en

Original Abstract

This article describes functions usable as fitness function for genetic algorithms used to transform feature space. It describes properties of these methods. It also introduce methods for comparing these functions. Part of this article is framework that

English abstract

This article describes functions usable as fitness function for genetic algorithms used to transform feature space. It describes properties of these methods. It also introduce methods for comparing these functions. Part of this article is framework that

Keywords

Feature space, Feature space transformation, Genetic programming, Fitness function, Machine learning

Released

05.10.2016

Publisher

Department of Control and Instrumentation Faculty of Electrical Engineering and Communication Brno University of Technology

Location

Brno

ISBN

2405-8963

Periodical

IFAC-PapersOnLine (ELSEVIER)

Year of study

1

Number

14

State

NL

Pages from

523

Pages to

528

Pages count

6

Documents

BibTex


@inproceedings{BUT128990,
  author="Jan {Klusáček} and Václav {Jirsík}",
  title="Comparing Fitness Functions for Genetic Feature Transformation",
  annote="This article describes functions usable as fitness function for genetic algorithms used to transform feature space. It describes properties of these methods. It also introduce methods for comparing these functions. Part of this article is framework that",
  address="Department of Control and Instrumentation Faculty of Electrical Engineering and Communication Brno University of Technology",
  booktitle="Proceedings of 14 th  IFAC INTERNATIONAL CONFERENCE on PROGRAMMABLE DEVICES and EMBEDDED SYSTEMS",
  chapter="128990",
  doi="10.1016/j.ifacol.2016.12.053",
  howpublished="electronic, physical medium",
  institution="Department of Control and Instrumentation Faculty of Electrical Engineering and Communication Brno University of Technology",
  number="14",
  year="2016",
  month="october",
  pages="523--528",
  publisher="Department of Control and Instrumentation Faculty of Electrical Engineering and Communication Brno University of Technology",
  type="conference paper"
}