---
_id: '48896'
abstract:
- lang: eng
text: Hardness of Multi-Objective (MO) continuous optimization problems results
from an interplay of various problem characteristics, e. g. the degree of multi-modality.
We present a benchmark study of classical and diversity focused optimizers on
multi-modal MO problems based on automated algorithm configuration. We show the
large effect of the latter and investigate the trade-off between convergence in
objective space and diversity in decision space.
author:
- first_name: Jeroen
full_name: Rook, Jeroen
last_name: Rook
- first_name: Heike
full_name: Trautmann, Heike
last_name: Trautmann
- first_name: Jakob
full_name: Bossek, Jakob
id: '102979'
last_name: Bossek
orcid: 0000-0002-4121-4668
- first_name: Christian
full_name: Grimme, Christian
last_name: Grimme
citation:
ama: 'Rook J, Trautmann H, Bossek J, Grimme C. On the Potential of Automated Algorithm
Configuration on Multi-Modal Multi-Objective Optimization Problems. In: Proceedings
of the Genetic and Evolutionary Computation Conference Companion. GECCO’22.
Association for Computing Machinery; 2022:356–359. doi:10.1145/3520304.3528998'
apa: Rook, J., Trautmann, H., Bossek, J., & Grimme, C. (2022). On the Potential
of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization
Problems. Proceedings of the Genetic and Evolutionary Computation Conference
Companion, 356–359. https://doi.org/10.1145/3520304.3528998
bibtex: '@inproceedings{Rook_Trautmann_Bossek_Grimme_2022, place={New York, NY,
USA}, series={GECCO’22}, title={On the Potential of Automated Algorithm Configuration
on Multi-Modal Multi-Objective Optimization Problems}, DOI={10.1145/3520304.3528998},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference
Companion}, publisher={Association for Computing Machinery}, author={Rook, Jeroen
and Trautmann, Heike and Bossek, Jakob and Grimme, Christian}, year={2022}, pages={356–359},
collection={GECCO’22} }'
chicago: 'Rook, Jeroen, Heike Trautmann, Jakob Bossek, and Christian Grimme. “On
the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective
Optimization Problems.” In Proceedings of the Genetic and Evolutionary Computation
Conference Companion, 356–359. GECCO’22. New York, NY, USA: Association for
Computing Machinery, 2022. https://doi.org/10.1145/3520304.3528998.'
ieee: 'J. Rook, H. Trautmann, J. Bossek, and C. Grimme, “On the Potential of Automated
Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems,”
in Proceedings of the Genetic and Evolutionary Computation Conference Companion,
2022, pp. 356–359, doi: 10.1145/3520304.3528998.'
mla: Rook, Jeroen, et al. “On the Potential of Automated Algorithm Configuration
on Multi-Modal Multi-Objective Optimization Problems.” Proceedings of the Genetic
and Evolutionary Computation Conference Companion, Association for Computing
Machinery, 2022, pp. 356–359, doi:10.1145/3520304.3528998.
short: 'J. Rook, H. Trautmann, J. Bossek, C. Grimme, in: Proceedings of the Genetic
and Evolutionary Computation Conference Companion, Association for Computing Machinery,
New York, NY, USA, 2022, pp. 356–359.'
date_created: 2023-11-14T15:59:00Z
date_updated: 2023-12-13T10:50:24Z
department:
- _id: '819'
doi: 10.1145/3520304.3528998
extern: '1'
keyword:
- configuration
- multi-modality
- multi-objective optimization
language:
- iso: eng
page: 356–359
place: New York, NY, USA
publication: Proceedings of the Genetic and Evolutionary Computation Conference Companion
publication_identifier:
isbn:
- 978-1-4503-9268-6
publisher: Association for Computing Machinery
series_title: GECCO’22
status: public
title: On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective
Optimization Problems
type: conference
user_id: '102979'
year: '2022'
...
---
_id: '58767'
abstract:
- lang: eng
text: "\tSince the Tractarian ontology was only a formal presentation of our language
and thinking (of everything intelligible), not metaphysics, its claims that the
propositions are constructed (4.5), and that “a proposition constructs a world”
(4.023) indicate the legitimacy of its reconstruction we are going to make in
the present chapter. It discusses Wittgenstein’s constructivist ontology of ways.
Wittgenstein’s ways are different both from modi and from tropes. In short, his
ontology of ways explores the manners in which the elements of one basic ontological
system can arranged to produce ontological systems of higher order. The advantage
of this ontology is that it suggests an elegant solution to the problem of constructing
ontological systems of new order, such as states of affairs, thinking, language,
logic and works of art. "
author:
- first_name: Nikolay
full_name: Milkov, Nikolay
id: '357'
last_name: Milkov
citation:
ama: 'Milkov N. Wittgenstein’s Ways. In: Da Costa N, Shyam Wuppuluri, eds. Wittgensteinian :
Looking at the World From the Viewpoint of Wittgenstein’s Philosophy. 1st
ed. The Frontiers Collection. Springer; 2020:7-19. doi:10.1007/978-3-030-27569-3_2'
apa: 'Milkov, N. (2020). Wittgenstein’s Ways. In N. Da Costa & Shyam Wuppuluri
(Eds.), Wittgensteinian : Looking at the World From the Viewpoint of Wittgenstein’s
Philosophy (1st ed., pp. 7–19). Springer. https://doi.org/10.1007/978-3-030-27569-3_2'
bibtex: '@inbook{Milkov_2020, place={Berlin}, edition={1}, series={The Frontiers
Collection}, title={Wittgenstein’s Ways}, DOI={10.1007/978-3-030-27569-3_2},
booktitle={Wittgensteinian : Looking at the World From the Viewpoint of Wittgenstein’s
Philosophy}, publisher={Springer}, author={Milkov, Nikolay}, editor={Da Costa,
Newton and Shyam Wuppuluri}, year={2020}, pages={7–19}, collection={The Frontiers
Collection} }'
chicago: 'Milkov, Nikolay. “Wittgenstein’s Ways.” In Wittgensteinian : Looking
at the World From the Viewpoint of Wittgenstein’s Philosophy, edited by Newton Da
Costa and Shyam Wuppuluri, 1st ed., 7–19. The Frontiers Collection. Berlin: Springer,
2020. https://doi.org/10.1007/978-3-030-27569-3_2.'
ieee: 'N. Milkov, “Wittgenstein’s Ways,” in Wittgensteinian : Looking at the
World From the Viewpoint of Wittgenstein’s Philosophy, 1st ed., N. Da Costa
and Shyam Wuppuluri, Eds. Berlin: Springer, 2020, pp. 7–19.'
mla: 'Milkov, Nikolay. “Wittgenstein’s Ways.” Wittgensteinian : Looking at the
World From the Viewpoint of Wittgenstein’s Philosophy, edited by Newton Da
Costa and Shyam Wuppuluri, 1st ed., Springer, 2020, pp. 7–19, doi:10.1007/978-3-030-27569-3_2.'
short: 'N. Milkov, in: N. Da Costa, Shyam Wuppuluri (Eds.), Wittgensteinian : Looking
at the World From the Viewpoint of Wittgenstein’s Philosophy, 1st ed., Springer,
Berlin, 2020, pp. 7–19.'
corporate_editor:
- Shyam Wuppuluri
date_created: 2025-02-23T14:53:39Z
date_updated: 2025-02-23T15:39:43Z
doi: 10.1007/978-3-030-27569-3_2
edition: '1'
editor:
- first_name: 'Newton '
full_name: 'Da Costa, Newton '
last_name: Da Costa
keyword:
- Construction
- Emergence
- Modality
- Tractatus
- Ways
- Wittgenstein
language:
- iso: eng
page: 7-19
place: Berlin
publication: 'Wittgensteinian : Looking at the World From the Viewpoint of Wittgenstein''s
Philosophy'
publication_identifier:
isbn:
- 978-3-030-27568-6
- 978-3-030-27569-3
publication_status: published
publisher: Springer
series_title: The Frontiers Collection
status: public
title: Wittgenstein's Ways
type: book_chapter
user_id: '357'
year: '2020'
...