---
_id: '46298'
abstract:
- lang: eng
  text: The design and choice of benchmark suites are ongoing topics of discussion
    in the multi-objective optimization community. Some suites provide a good understanding
    of their Pareto sets and fronts, such as the well-known DTLZ and ZDT problems.
    However, they lack diversity in their landscape properties and do not provide
    a mechanism for creating multiple distinct problem instances. Other suites, like
    bi-objective BBOB, possess diverse and challenging landscape properties, but their
    optima are not well understood and can only be approximated empirically without
    any guarantees.
author:
- first_name: Lennart
  full_name: Schäpermeier, Lennart
  last_name: Schäpermeier
- first_name: Pascal
  full_name: Kerschke, Pascal
  last_name: Kerschke
- first_name: Christian
  full_name: Grimme, Christian
  last_name: Grimme
- first_name: Heike
  full_name: Trautmann, Heike
  id: '100740'
  last_name: Trautmann
  orcid: 0000-0002-9788-8282
citation:
  ama: 'Schäpermeier L, Kerschke P, Grimme C, Trautmann H. Peak-A-Boo! Generating
    Multi-objective Multiple Peaks Benchmark Problems with Precise Pareto Sets. In:
    Emmerich M, Deutz A, Wang H, et al., eds. <i>Evolutionary Multi-Criterion Optimization</i>.
    Springer Nature Switzerland; 2023:291–304.'
  apa: Schäpermeier, L., Kerschke, P., Grimme, C., &#38; Trautmann, H. (2023). Peak-A-Boo!
    Generating Multi-objective Multiple Peaks Benchmark Problems with Precise Pareto
    Sets. In M. Emmerich, A. Deutz, H. Wang, A. V. Kononova, B. Naujoks, K. Li, K.
    Miettinen, &#38; I. Yevseyeva (Eds.), <i>Evolutionary Multi-Criterion Optimization</i>
    (pp. 291–304). Springer Nature Switzerland.
  bibtex: '@inproceedings{Schäpermeier_Kerschke_Grimme_Trautmann_2023, place={Cham},
    title={Peak-A-Boo! Generating Multi-objective Multiple Peaks Benchmark Problems
    with Precise Pareto Sets}, booktitle={Evolutionary Multi-Criterion Optimization},
    publisher={Springer Nature Switzerland}, author={Schäpermeier, Lennart and Kerschke,
    Pascal and Grimme, Christian and Trautmann, Heike}, editor={Emmerich, Michael
    and Deutz, André and Wang, Hao and Kononova, Anna V. and Naujoks, Boris and Li,
    Ke and Miettinen, Kaisa and Yevseyeva, Iryna}, year={2023}, pages={291–304} }'
  chicago: 'Schäpermeier, Lennart, Pascal Kerschke, Christian Grimme, and Heike Trautmann.
    “Peak-A-Boo! Generating Multi-Objective Multiple Peaks Benchmark Problems with
    Precise Pareto Sets.” In <i>Evolutionary Multi-Criterion Optimization</i>, edited
    by Michael Emmerich, André Deutz, Hao Wang, Anna V. Kononova, Boris Naujoks, Ke
    Li, Kaisa Miettinen, and Iryna Yevseyeva, 291–304. Cham: Springer Nature Switzerland,
    2023.'
  ieee: L. Schäpermeier, P. Kerschke, C. Grimme, and H. Trautmann, “Peak-A-Boo! Generating
    Multi-objective Multiple Peaks Benchmark Problems with Precise Pareto Sets,” in
    <i>Evolutionary Multi-Criterion Optimization</i>, 2023, pp. 291–304.
  mla: Schäpermeier, Lennart, et al. “Peak-A-Boo! Generating Multi-Objective Multiple
    Peaks Benchmark Problems with Precise Pareto Sets.” <i>Evolutionary Multi-Criterion
    Optimization</i>, edited by Michael Emmerich et al., Springer Nature Switzerland,
    2023, pp. 291–304.
  short: 'L. Schäpermeier, P. Kerschke, C. Grimme, H. Trautmann, in: M. Emmerich,
    A. Deutz, H. Wang, A.V. Kononova, B. Naujoks, K. Li, K. Miettinen, I. Yevseyeva
    (Eds.), Evolutionary Multi-Criterion Optimization, Springer Nature Switzerland,
    Cham, 2023, pp. 291–304.'
date_created: 2023-08-04T06:56:10Z
date_updated: 2023-10-16T12:36:17Z
department:
- _id: '819'
- _id: '34'
editor:
- first_name: Michael
  full_name: Emmerich, Michael
  last_name: Emmerich
- first_name: André
  full_name: Deutz, André
  last_name: Deutz
- first_name: Hao
  full_name: Wang, Hao
  last_name: Wang
- first_name: Anna V.
  full_name: Kononova, Anna V.
  last_name: Kononova
- first_name: Boris
  full_name: Naujoks, Boris
  last_name: Naujoks
- first_name: Ke
  full_name: Li, Ke
  last_name: Li
- first_name: Kaisa
  full_name: Miettinen, Kaisa
  last_name: Miettinen
- first_name: Iryna
  full_name: Yevseyeva, Iryna
  last_name: Yevseyeva
language:
- iso: eng
page: 291–304
place: Cham
publication: Evolutionary Multi-Criterion Optimization
publication_identifier:
  isbn:
  - 978-3-031-27250-9
publisher: Springer Nature Switzerland
status: public
title: Peak-A-Boo! Generating Multi-objective Multiple Peaks Benchmark Problems with
  Precise Pareto Sets
type: conference
user_id: '15504'
year: '2023'
...