---
_id: '46368'
abstract:
- lang: eng
  text: Exploratory Landscape Analysis (ELA) aims at understanding characteristics
    of single-objective continuous (black-box) optimization problems in an automated
    way. Moreover, the approach provides the basis for constructing algorithm selection
    models for unseen problem instances. Recently, it has gained increasing attention
    and numerical features have been designed by various research groups. This paper
    introduces the R-Package FLACCO which makes all relevant features available in
    a unified framework together with efficient helper functions. Moreover, a case
    study which gives perspectives to ELA for multi-objective optimization problems
    is presented.
author:
- first_name: Pascal
  full_name: Kerschke, Pascal
  last_name: Kerschke
- first_name: Heike
  full_name: Trautmann, Heike
  id: '100740'
  last_name: Trautmann
  orcid: 0000-0002-9788-8282
citation:
  ama: 'Kerschke P, Trautmann H. The R-Package FLACCO for Exploratory Landscape Analysis
    with Applications to Multi-Objective Optimization Problems. In: <i>Proceedings
    of the IEEE Congress on Evolutionary Computation (CEC)</i>. ; 2016. doi:<a href="https://doi.org/10.1109/CEC.2016.7748359">10.1109/CEC.2016.7748359</a>'
  apa: Kerschke, P., &#38; Trautmann, H. (2016). The R-Package FLACCO for Exploratory
    Landscape Analysis with Applications to Multi-Objective Optimization Problems.
    <i>Proceedings of the IEEE Congress on Evolutionary Computation (CEC)</i>. <a
    href="https://doi.org/10.1109/CEC.2016.7748359">https://doi.org/10.1109/CEC.2016.7748359</a>
  bibtex: '@inproceedings{Kerschke_Trautmann_2016, place={Vancouver, BC, Kanada},
    title={The R-Package FLACCO for Exploratory Landscape Analysis with Applications
    to Multi-Objective Optimization Problems}, DOI={<a href="https://doi.org/10.1109/CEC.2016.7748359">10.1109/CEC.2016.7748359</a>},
    booktitle={Proceedings of the IEEE Congress on Evolutionary Computation (CEC)},
    author={Kerschke, Pascal and Trautmann, Heike}, year={2016} }'
  chicago: Kerschke, Pascal, and Heike Trautmann. “The R-Package FLACCO for Exploratory
    Landscape Analysis with Applications to Multi-Objective Optimization Problems.”
    In <i>Proceedings of the IEEE Congress on Evolutionary Computation (CEC)</i>.
    Vancouver, BC, Kanada, 2016. <a href="https://doi.org/10.1109/CEC.2016.7748359">https://doi.org/10.1109/CEC.2016.7748359</a>.
  ieee: 'P. Kerschke and H. Trautmann, “The R-Package FLACCO for Exploratory Landscape
    Analysis with Applications to Multi-Objective Optimization Problems,” 2016, doi:
    <a href="https://doi.org/10.1109/CEC.2016.7748359">10.1109/CEC.2016.7748359</a>.'
  mla: Kerschke, Pascal, and Heike Trautmann. “The R-Package FLACCO for Exploratory
    Landscape Analysis with Applications to Multi-Objective Optimization Problems.”
    <i>Proceedings of the IEEE Congress on Evolutionary Computation (CEC)</i>, 2016,
    doi:<a href="https://doi.org/10.1109/CEC.2016.7748359">10.1109/CEC.2016.7748359</a>.
  short: 'P. Kerschke, H. Trautmann, in: Proceedings of the IEEE Congress on Evolutionary
    Computation (CEC), Vancouver, BC, Kanada, 2016.'
date_created: 2023-08-04T15:14:52Z
date_updated: 2023-10-16T13:39:06Z
department:
- _id: '34'
- _id: '819'
doi: 10.1109/CEC.2016.7748359
language:
- iso: eng
place: Vancouver, BC, Kanada
publication: Proceedings of the IEEE Congress on Evolutionary Computation (CEC)
status: public
title: The R-Package FLACCO for Exploratory Landscape Analysis with Applications to
  Multi-Objective Optimization Problems
type: conference
user_id: '15504'
year: '2016'
...