---
_id: '34176'
abstract:
- lang: eng
text: Cascaded H-bridge Converters (CHBs) are a promising solution in converting
power from a three-phase medium voltage of 6.6 kV...30 kV to a lower DC-voltage
in the range of 100 V...1 kV to provide pure DC power to applications such as
electrolyzers for hydrogen generation, data centers with a DC power distribution
and DC microgrids. CHBs can be interpreted as modular multilevel converters with
an isolated DC-DC output stage per module, require a large DC-link capacitor for
each module to handle the second harmonic voltage ripple caused by the fluctuating
input power within a fundamental grid period. Without a zero-sequence voltage
injection, star-connected CHBs are operated with approximately sinusoidal arm
voltages and currents. The floating star point potential enables to utilize different
zero-sequence voltage injection techniques such as a third-harmonic injection
with 1/6 of the grid voltage amplitude or a Min-Max voltage injection. Both well-known
methods have the advantage to reduce the peak arm voltage and thereby the number
of required modules by 13.4 % (to √ 3 2). This paper proves analytically that
the third-harmonic injection with 1/6 of the grid voltage amplitude reduces the
second harmonic voltage ripple by only 15.1 % compared to no-voltage injection
for unity power factor operation and balanced grid voltages. Then it is shown,
that the Min-Max injection has the often overlooked advantage of reducing the
second harmonic voltage ripple by even 18.8 %. By applying the here proposed zero-sequence
voltage injection in saturation modulation, the second harmonic voltage ripple
of the DC-link capacitors is reduced by even 24.3 %, while still requiring the
same number of modules as the Min-Max injection. For a realistic number of reserve
modules, the overall energy ripple in the DC-link capacitors is reduced by 40
%.
author:
- first_name: Roland
full_name: Unruh, Roland
id: '34289'
last_name: Unruh
- first_name: Frank
full_name: Schafmeister, Frank
id: '71291'
last_name: Schafmeister
- first_name: Joachim
full_name: Böcker, Joachim
id: '66'
last_name: Böcker
orcid: 0000-0002-8480-7295
citation:
ama: 'Unruh R, Schafmeister F, Böcker J. Zero-Sequence Voltage Reduces DC-Link Capacitor
Demand in Cascaded H-Bridge Converters for Large-Scale Electrolyzers by 40%. In:
24th European Conference on Power Electronics and Applications (EPE’22 ECCE
Europe). IEEE; 2022.'
apa: Unruh, R., Schafmeister, F., & Böcker, J. (2022). Zero-Sequence Voltage
Reduces DC-Link Capacitor Demand in Cascaded H-Bridge Converters for Large-Scale
Electrolyzers by 40%. 24th European Conference on Power Electronics and Applications
(EPE’22 ECCE Europe). 24th European Conference on Power Electronics and Applications
(EPE’22 ECCE Europe), Hanover, Germany.
bibtex: '@inproceedings{Unruh_Schafmeister_Böcker_2022, title={Zero-Sequence Voltage
Reduces DC-Link Capacitor Demand in Cascaded H-Bridge Converters for Large-Scale
Electrolyzers by 40%}, booktitle={24th European Conference on Power Electronics
and Applications (EPE’22 ECCE Europe)}, publisher={IEEE}, author={Unruh, Roland
and Schafmeister, Frank and Böcker, Joachim}, year={2022} }'
chicago: Unruh, Roland, Frank Schafmeister, and Joachim Böcker. “Zero-Sequence Voltage
Reduces DC-Link Capacitor Demand in Cascaded H-Bridge Converters for Large-Scale
Electrolyzers by 40%.” In 24th European Conference on Power Electronics and
Applications (EPE’22 ECCE Europe). IEEE, 2022.
ieee: R. Unruh, F. Schafmeister, and J. Böcker, “Zero-Sequence Voltage Reduces DC-Link
Capacitor Demand in Cascaded H-Bridge Converters for Large-Scale Electrolyzers
by 40%,” presented at the 24th European Conference on Power Electronics and Applications
(EPE’22 ECCE Europe), Hanover, Germany, 2022.
mla: Unruh, Roland, et al. “Zero-Sequence Voltage Reduces DC-Link Capacitor Demand
in Cascaded H-Bridge Converters for Large-Scale Electrolyzers by 40%.” 24th
European Conference on Power Electronics and Applications (EPE’22 ECCE Europe),
IEEE, 2022.
short: 'R. Unruh, F. Schafmeister, J. Böcker, in: 24th European Conference on Power
Electronics and Applications (EPE’22 ECCE Europe), IEEE, 2022.'
conference:
end_date: 2022-09-09
location: Hanover, Germany
name: 24th European Conference on Power Electronics and Applications (EPE'22 ECCE
Europe)
start_date: 2022-09-05
date_created: 2022-12-02T12:47:38Z
date_updated: 2023-10-23T09:04:23Z
department:
- _id: '52'
keyword:
- Cascaded H-Bridge
- Solid-State Transformer
- Zero sequence voltage
- Third harmonic injection
- Capacitor voltage ripple
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/abstract/document/9907278
publication: 24th European Conference on Power Electronics and Applications (EPE'22
ECCE Europe)
publication_identifier:
isbn:
- 978-9-0758-1539-9
publication_status: published
publisher: IEEE
status: public
title: Zero-Sequence Voltage Reduces DC-Link Capacitor Demand in Cascaded H-Bridge
Converters for Large-Scale Electrolyzers by 40%
type: conference
user_id: '34289'
year: '2022'
...
---
_id: '46306'
abstract:
- lang: eng
text: Hyperparameter optimization (HPO) is a key component of machine learning models
for achieving peak predictive performance. While numerous methods and algorithms
for HPO have been proposed over the last years, little progress has been made
in illuminating and examining the actual structure of these black-box optimization
problems. Exploratory landscape analysis (ELA) subsumes a set of techniques that
can be used to gain knowledge about properties of unknown optimization problems.
In this paper, we evaluate the performance of five different black-box optimizers
on 30 HPO problems, which consist of two-, three- and five-dimensional continuous
search spaces of the XGBoost learner trained on 10 different data sets. This is
contrasted with the performance of the same optimizers evaluated on 360 problem
instances from the black-box optimization benchmark (BBOB). We then compute ELA
features on the HPO and BBOB problems and examine similarities and differences.
A cluster analysis of the HPO and BBOB problems in ELA feature space allows us
to identify how the HPO problems compare to the BBOB problems on a structural
meta-level. We identify a subset of BBOB problems that are close to the HPO problems
in ELA feature space and show that optimizer performance is comparably similar
on these two sets of benchmark problems. We highlight open challenges of ELA for
HPO and discuss potential directions of future research and applications.
author:
- first_name: Lennart
full_name: Schneider, Lennart
last_name: Schneider
- first_name: Lennart
full_name: Schäpermeier, Lennart
last_name: Schäpermeier
- first_name: Raphael Patrick
full_name: Prager, Raphael Patrick
last_name: Prager
- first_name: Bernd
full_name: Bischl, Bernd
last_name: Bischl
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
citation:
ama: 'Schneider L, Schäpermeier L, Prager RP, Bischl B, Trautmann H, Kerschke P.
HPO x ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory
Landscape Analysis. In: Rudolph G, Kononova AV, Aguirre H, Kerschke P, Ochoa G,
Tušar T, eds. Parallel Problem Solving from Nature — PPSN XVII. Springer
International Publishing; 2022:575–589. doi:10.1007/978-3-031-14714-2_40'
apa: 'Schneider, L., Schäpermeier, L., Prager, R. P., Bischl, B., Trautmann, H.,
& Kerschke, P. (2022). HPO x ELA: Investigating Hyperparameter Optimization
Landscapes by Means of Exploratory Landscape Analysis. In G. Rudolph, A. V. Kononova,
H. Aguirre, P. Kerschke, G. Ochoa, & T. Tušar (Eds.), Parallel Problem
Solving from Nature — PPSN XVII (pp. 575–589). Springer International Publishing.
https://doi.org/10.1007/978-3-031-14714-2_40'
bibtex: '@inproceedings{Schneider_Schäpermeier_Prager_Bischl_Trautmann_Kerschke_2022,
place={Cham}, title={HPO x ELA: Investigating Hyperparameter Optimization Landscapes
by Means of Exploratory Landscape Analysis}, DOI={10.1007/978-3-031-14714-2_40},
booktitle={Parallel Problem Solving from Nature — PPSN XVII}, publisher={Springer
International Publishing}, author={Schneider, Lennart and Schäpermeier, Lennart
and Prager, Raphael Patrick and Bischl, Bernd and Trautmann, Heike and Kerschke,
Pascal}, editor={Rudolph, Günter and Kononova, Anna V. and Aguirre, Hernán and
Kerschke, Pascal and Ochoa, Gabriela and Tušar, Tea}, year={2022}, pages={575–589}
}'
chicago: 'Schneider, Lennart, Lennart Schäpermeier, Raphael Patrick Prager, Bernd
Bischl, Heike Trautmann, and Pascal Kerschke. “HPO x ELA: Investigating Hyperparameter
Optimization Landscapes by Means of Exploratory Landscape Analysis.” In Parallel
Problem Solving from Nature — PPSN XVII, edited by Günter Rudolph, Anna V.
Kononova, Hernán Aguirre, Pascal Kerschke, Gabriela Ochoa, and Tea Tušar, 575–589.
Cham: Springer International Publishing, 2022. https://doi.org/10.1007/978-3-031-14714-2_40.'
ieee: 'L. Schneider, L. Schäpermeier, R. P. Prager, B. Bischl, H. Trautmann, and
P. Kerschke, “HPO x ELA: Investigating Hyperparameter Optimization Landscapes
by Means of Exploratory Landscape Analysis,” in Parallel Problem Solving from
Nature — PPSN XVII, 2022, pp. 575–589, doi: 10.1007/978-3-031-14714-2_40.'
mla: 'Schneider, Lennart, et al. “HPO x ELA: Investigating Hyperparameter Optimization
Landscapes by Means of Exploratory Landscape Analysis.” Parallel Problem Solving
from Nature — PPSN XVII, edited by Günter Rudolph et al., Springer International
Publishing, 2022, pp. 575–589, doi:10.1007/978-3-031-14714-2_40.'
short: 'L. Schneider, L. Schäpermeier, R.P. Prager, B. Bischl, H. Trautmann, P.
Kerschke, in: G. Rudolph, A.V. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, T.
Tušar (Eds.), Parallel Problem Solving from Nature — PPSN XVII, Springer International
Publishing, Cham, 2022, pp. 575–589.'
date_created: 2023-08-04T07:15:16Z
date_updated: 2023-10-16T12:51:27Z
department:
- _id: '34'
- _id: '819'
doi: 10.1007/978-3-031-14714-2_40
editor:
- first_name: Günter
full_name: Rudolph, Günter
last_name: Rudolph
- first_name: Anna V.
full_name: Kononova, Anna V.
last_name: Kononova
- first_name: Hernán
full_name: Aguirre, Hernán
last_name: Aguirre
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
- first_name: Gabriela
full_name: Ochoa, Gabriela
last_name: Ochoa
- first_name: Tea
full_name: Tušar, Tea
last_name: Tušar
language:
- iso: eng
page: 575–589
place: Cham
publication: Parallel Problem Solving from Nature — PPSN XVII
publication_identifier:
isbn:
- 978-3-031-14714-2
publisher: Springer International Publishing
status: public
title: 'HPO x ELA: Investigating Hyperparameter Optimization Landscapes by Means of
Exploratory Landscape Analysis'
type: conference
user_id: '15504'
year: '2022'
...
---
_id: '46308'
abstract:
- lang: eng
text: Single-objective continuous optimization can be challenging, especially when
dealing with multimodal problems. This work sheds light on the effects that multi-objective
optimization may have in the single-objective space. For this purpose, we examine
the inner mechanisms of the recently developed sophisticated local search procedure
SOMOGSA. This method solves multimodal single-objective continuous optimization
problems based on first expanding the problem with an additional objective (e.g.,
a sphere function) to the bi-objective domain and subsequently exploiting local
structures of the resulting landscapes. Our study particularly focuses on the
sensitivity of this multiobjectivization approach w.r.t. (1) the parametrization
of the artificial second objective, as well as (2) the position of the initial
starting points in the search space. As SOMOGSA is a modular framework for encapsulating
local search, we integrate Nelder–Mead local search as optimizer in the respective
module and compare the performance of the resulting hybrid local search to its
original single-objective counterpart. We show that the SOMOGSA framework can
significantly boost local search by multiobjectivization. Hence, combined with
more sophisticated local search and metaheuristics, this may help solve highly
multimodal optimization problems in the future.
author:
- first_name: Pelin
full_name: Aspar, Pelin
last_name: Aspar
- first_name: Vera
full_name: Steinhoff, Vera
last_name: Steinhoff
- first_name: Lennart
full_name: Schäpermeier, Lennart
last_name: Schäpermeier
- 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
- first_name: Christian
full_name: Grimme, Christian
last_name: Grimme
citation:
ama: 'Aspar P, Steinhoff V, Schäpermeier L, Kerschke P, Trautmann H, Grimme C. The
objective that freed me: a multi-objective local search approach for continuous
single-objective optimization. Natural Computing. 2022;1:1–15. doi:10.1007/s11047-022-09919-w'
apa: 'Aspar, P., Steinhoff, V., Schäpermeier, L., Kerschke, P., Trautmann, H., &
Grimme, C. (2022). The objective that freed me: a multi-objective local search
approach for continuous single-objective optimization. Natural Computing,
1, 1–15. https://doi.org/10.1007/s11047-022-09919-w'
bibtex: '@article{Aspar_Steinhoff_Schäpermeier_Kerschke_Trautmann_Grimme_2022, title={The
objective that freed me: a multi-objective local search approach for continuous
single-objective optimization}, volume={1}, DOI={10.1007/s11047-022-09919-w},
journal={Natural Computing}, author={Aspar, Pelin and Steinhoff, Vera and Schäpermeier,
Lennart and Kerschke, Pascal and Trautmann, Heike and Grimme, Christian}, year={2022},
pages={1–15} }'
chicago: 'Aspar, Pelin, Vera Steinhoff, Lennart Schäpermeier, Pascal Kerschke, Heike
Trautmann, and Christian Grimme. “The Objective That Freed Me: A Multi-Objective
Local Search Approach for Continuous Single-Objective Optimization.” Natural
Computing 1 (2022): 1–15. https://doi.org/10.1007/s11047-022-09919-w.'
ieee: 'P. Aspar, V. Steinhoff, L. Schäpermeier, P. Kerschke, H. Trautmann, and C.
Grimme, “The objective that freed me: a multi-objective local search approach
for continuous single-objective optimization,” Natural Computing, vol.
1, pp. 1–15, 2022, doi: 10.1007/s11047-022-09919-w.'
mla: 'Aspar, Pelin, et al. “The Objective That Freed Me: A Multi-Objective Local
Search Approach for Continuous Single-Objective Optimization.” Natural Computing,
vol. 1, 2022, pp. 1–15, doi:10.1007/s11047-022-09919-w.'
short: P. Aspar, V. Steinhoff, L. Schäpermeier, P. Kerschke, H. Trautmann, C. Grimme,
Natural Computing 1 (2022) 1–15.
date_created: 2023-08-04T07:16:40Z
date_updated: 2023-10-16T12:52:33Z
department:
- _id: '34'
- _id: '819'
doi: 10.1007/s11047-022-09919-w
intvolume: ' 1'
language:
- iso: eng
page: 1–15
publication: Natural Computing
status: public
title: 'The objective that freed me: a multi-objective local search approach for continuous
single-objective optimization'
type: journal_article
user_id: '15504'
volume: 1
year: '2022'
...
---
_id: '35126'
author:
- first_name: Nikolas
full_name: Förster, Nikolas
id: '83383'
last_name: Förster
- first_name: Jonas
full_name: Hölscher, Jonas
last_name: Hölscher
- first_name: Till
full_name: Piepenbrock, Till
last_name: Piepenbrock
- first_name: Philipp
full_name: Rehlaender, Philipp
id: '69469'
last_name: Rehlaender
- first_name: Oliver
full_name: Wallscheid, Oliver
id: '11291'
last_name: Wallscheid
orcid: https://orcid.org/0000-0001-9362-8777
- first_name: Frank
full_name: Schafmeister, Frank
id: '71291'
last_name: Schafmeister
- first_name: Joachim
full_name: Böcker, Joachim
id: '66'
last_name: Böcker
orcid: 0000-0002-8480-7295
citation:
ama: 'Förster N, Hölscher J, Piepenbrock T, et al. An Open-Source FEM Magnetic Toolbox
for Calculating Electric and Thermal Behavior of Power Electronic Magnetic Components.
In: 2022 24th European Conference on Power Electronics and Applications (EPE’22
ECCE Europe). ; 2022:P.1-P.9.'
apa: Förster, N., Hölscher, J., Piepenbrock, T., Rehlaender, P., Wallscheid, O.,
Schafmeister, F., & Böcker, J. (2022). An Open-Source FEM Magnetic Toolbox
for Calculating Electric and Thermal Behavior of Power Electronic Magnetic Components.
2022 24th European Conference on Power Electronics and Applications (EPE’22
ECCE Europe), P.1-P.9.
bibtex: '@inproceedings{Förster_Hölscher_Piepenbrock_Rehlaender_Wallscheid_Schafmeister_Böcker_2022,
title={An Open-Source FEM Magnetic Toolbox for Calculating Electric and Thermal
Behavior of Power Electronic Magnetic Components}, booktitle={2022 24th European
Conference on Power Electronics and Applications (EPE’22 ECCE Europe)}, author={Förster,
Nikolas and Hölscher, Jonas and Piepenbrock, Till and Rehlaender, Philipp and
Wallscheid, Oliver and Schafmeister, Frank and Böcker, Joachim}, year={2022},
pages={P.1-P.9} }'
chicago: Förster, Nikolas, Jonas Hölscher, Till Piepenbrock, Philipp Rehlaender,
Oliver Wallscheid, Frank Schafmeister, and Joachim Böcker. “An Open-Source FEM
Magnetic Toolbox for Calculating Electric and Thermal Behavior of Power Electronic
Magnetic Components.” In 2022 24th European Conference on Power Electronics
and Applications (EPE’22 ECCE Europe), P.1-P.9, 2022.
ieee: N. Förster et al., “An Open-Source FEM Magnetic Toolbox for Calculating
Electric and Thermal Behavior of Power Electronic Magnetic Components,” in 2022
24th European Conference on Power Electronics and Applications (EPE’22 ECCE Europe),
2022, p. P.1-P.9.
mla: Förster, Nikolas, et al. “An Open-Source FEM Magnetic Toolbox for Calculating
Electric and Thermal Behavior of Power Electronic Magnetic Components.” 2022
24th European Conference on Power Electronics and Applications (EPE’22 ECCE Europe),
2022, p. P.1-P.9.
short: 'N. Förster, J. Hölscher, T. Piepenbrock, P. Rehlaender, O. Wallscheid, F.
Schafmeister, J. Böcker, in: 2022 24th European Conference on Power Electronics
and Applications (EPE’22 ECCE Europe), 2022, p. P.1-P.9.'
date_created: 2023-01-03T08:56:48Z
date_updated: 2023-10-20T11:39:27Z
department:
- _id: '52'
language:
- iso: eng
page: P.1-P.9
publication: 2022 24th European Conference on Power Electronics and Applications (EPE’22
ECCE Europe)
status: public
title: An Open-Source FEM Magnetic Toolbox for Calculating Electric and Thermal Behavior
of Power Electronic Magnetic Components
type: conference
user_id: '83383'
year: '2022'
...
---
_id: '33952'
abstract:
- lang: eng
text: Aufgrund der heterogenen Schülerschaft im Berufsfeld Ernährung und
Hauswirtschaft müssen Studierende für sprachbildenden Fachunterricht professionalisiert
werden. Aufbauend auf einer theoretischen Fundierung werden konkrete Umsetzungsbeispiele
anhand von drei exemplarischen Online-Modulen für den Ausbildungsberuf Hotelfachfrau/-mann
vorgestellt.
author:
- first_name: Freya
full_name: Dehn, Freya
id: '82900'
last_name: Dehn
- first_name: Anja
full_name: Meyer, Anja
id: '65697'
last_name: Meyer
- first_name: Constanze
full_name: Niederhaus, Constanze
id: '54999'
last_name: Niederhaus
- first_name: Kirsten
full_name: Schlegel-Matthies, Kirsten
id: '459'
last_name: Schlegel-Matthies
citation:
ama: Dehn F, Meyer A, Niederhaus C, Schlegel-Matthies K. Professionalisierung von
Lehramtsstudierenden für sprachbildenden Fachunterricht im Berufsfeld Ernährung
und Hauswirtschaft. HiBiFo – Haushalt in Bildung & Forschung. 2022;11(3):3-17.
doi:10.3224/hibifo.v11i3.01
apa: Dehn, F., Meyer, A., Niederhaus, C., & Schlegel-Matthies, K. (2022). Professionalisierung
von Lehramtsstudierenden für sprachbildenden Fachunterricht im Berufsfeld Ernährung
und Hauswirtschaft. HiBiFo – Haushalt in Bildung & Forschung, 11(3),
3–17. https://doi.org/10.3224/hibifo.v11i3.01
bibtex: '@article{Dehn_Meyer_Niederhaus_Schlegel-Matthies_2022, title={Professionalisierung
von Lehramtsstudierenden für sprachbildenden Fachunterricht im Berufsfeld Ernährung
und Hauswirtschaft}, volume={11}, DOI={10.3224/hibifo.v11i3.01},
number={3}, journal={HiBiFo – Haushalt in Bildung & Forschung}, publisher={Verlag
Barbara Budrich GmbH}, author={Dehn, Freya and Meyer, Anja and Niederhaus, Constanze
and Schlegel-Matthies, Kirsten}, year={2022}, pages={3–17} }'
chicago: 'Dehn, Freya, Anja Meyer, Constanze Niederhaus, and Kirsten Schlegel-Matthies.
“Professionalisierung von Lehramtsstudierenden für sprachbildenden Fachunterricht
im Berufsfeld Ernährung und Hauswirtschaft.” HiBiFo – Haushalt in Bildung &
Forschung 11, no. 3 (2022): 3–17. https://doi.org/10.3224/hibifo.v11i3.01.'
ieee: 'F. Dehn, A. Meyer, C. Niederhaus, and K. Schlegel-Matthies, “Professionalisierung
von Lehramtsstudierenden für sprachbildenden Fachunterricht im Berufsfeld Ernährung
und Hauswirtschaft,” HiBiFo – Haushalt in Bildung & Forschung, vol.
11, no. 3, pp. 3–17, 2022, doi: 10.3224/hibifo.v11i3.01.'
mla: Dehn, Freya, et al. “Professionalisierung von Lehramtsstudierenden für sprachbildenden
Fachunterricht im Berufsfeld Ernährung und Hauswirtschaft.” HiBiFo – Haushalt
in Bildung & Forschung, vol. 11, no. 3, Verlag Barbara Budrich GmbH, 2022,
pp. 3–17, doi:10.3224/hibifo.v11i3.01.
short: F. Dehn, A. Meyer, C. Niederhaus, K. Schlegel-Matthies, HiBiFo – Haushalt
in Bildung & Forschung 11 (2022) 3–17.
date_created: 2022-10-28T09:11:57Z
date_updated: 2023-10-30T13:21:44Z
department:
- _id: '468'
- _id: '396'
doi: 10.3224/hibifo.v11i3.01
intvolume: ' 11'
issue: '3'
language:
- iso: ger
page: 3-17
publication: HiBiFo – Haushalt in Bildung & Forschung
publication_identifier:
issn:
- 2193-8806
- 2196-1662
publication_status: published
publisher: Verlag Barbara Budrich GmbH
status: public
title: Professionalisierung von Lehramtsstudierenden für sprachbildenden Fachunterricht
im Berufsfeld Ernährung und Hauswirtschaft
type: journal_article
user_id: '65697'
volume: 11
year: '2022'
...
---
_id: '47094'
author:
- first_name: Lara
full_name: Bartels, Lara
last_name: Bartels
- first_name: Martin
full_name: Kesternich, Martin
id: '98922'
last_name: Kesternich
citation:
ama: Bartels L, Kesternich M. Motivate the Crowd or Crowd-Them Out? The Impact
of Local Government Spending on the Voluntary Provision of a Green Public Good.
ZEW Discussion Paper 22-040; 2022. doi:10.2139/ssrn.4251592
apa: Bartels, L., & Kesternich, M. (2022). Motivate the Crowd or Crowd-Them
Out? The Impact of Local Government Spending on the Voluntary Provision of a Green
Public Good. ZEW Discussion Paper 22-040. https://doi.org/10.2139/ssrn.4251592
bibtex: '@book{Bartels_Kesternich_2022, title={Motivate the Crowd or Crowd-Them
Out? The Impact of Local Government Spending on the Voluntary Provision of a Green
Public Good}, DOI={10.2139/ssrn.4251592},
publisher={ZEW Discussion Paper 22-040}, author={Bartels, Lara and Kesternich,
Martin}, year={2022} }'
chicago: Bartels, Lara, and Martin Kesternich. Motivate the Crowd or Crowd-Them
Out? The Impact of Local Government Spending on the Voluntary Provision of a Green
Public Good. ZEW Discussion Paper 22-040, 2022. https://doi.org/10.2139/ssrn.4251592.
ieee: L. Bartels and M. Kesternich, Motivate the Crowd or Crowd-Them Out? The
Impact of Local Government Spending on the Voluntary Provision of a Green Public
Good. ZEW Discussion Paper 22-040, 2022.
mla: Bartels, Lara, and Martin Kesternich. Motivate the Crowd or Crowd-Them Out?
The Impact of Local Government Spending on the Voluntary Provision of a Green
Public Good. ZEW Discussion Paper 22-040, 2022, doi:10.2139/ssrn.4251592.
short: L. Bartels, M. Kesternich, Motivate the Crowd or Crowd-Them Out? The Impact
of Local Government Spending on the Voluntary Provision of a Green Public Good,
ZEW Discussion Paper 22-040, 2022.
date_created: 2023-09-16T11:55:07Z
date_updated: 2023-12-06T18:26:49Z
doi: 10.2139/ssrn.4251592
keyword:
- General Earth and Planetary Sciences
- General Environmental Science
language:
- iso: eng
publication_identifier:
issn:
- 1556-5068
publication_status: published
publisher: ZEW Discussion Paper 22-040
status: public
title: Motivate the Crowd or Crowd-Them Out? The Impact of Local Government Spending
on the Voluntary Provision of a Green Public Good
type: working_paper
user_id: '98922'
year: '2022'
...
---
_id: '47096'
author:
- first_name: Bettina
full_name: Chlond, Bettina
last_name: Chlond
- first_name: Timo
full_name: Goeschl, Timo
last_name: Goeschl
- first_name: Martin
full_name: Kesternich, Martin
id: '98922'
last_name: Kesternich
citation:
ama: Chlond B, Goeschl T, Kesternich M. More Money or Better Procedures? Evidence
From an Energy Efficiency Assistance Program. ZEW Discussion Paper 22-020;
2022. doi:10.2139/ssrn.4151557
apa: Chlond, B., Goeschl, T., & Kesternich, M. (2022). More Money or Better
Procedures? Evidence From an Energy Efficiency Assistance Program. ZEW Discussion
Paper 22-020. https://doi.org/10.2139/ssrn.4151557
bibtex: '@book{Chlond_Goeschl_Kesternich_2022, title={More Money or Better Procedures?
Evidence From an Energy Efficiency Assistance Program}, DOI={10.2139/ssrn.4151557},
publisher={ZEW Discussion Paper 22-020}, author={Chlond, Bettina and Goeschl,
Timo and Kesternich, Martin}, year={2022} }'
chicago: Chlond, Bettina, Timo Goeschl, and Martin Kesternich. More Money or
Better Procedures? Evidence From an Energy Efficiency Assistance Program.
ZEW Discussion Paper 22-020, 2022. https://doi.org/10.2139/ssrn.4151557.
ieee: B. Chlond, T. Goeschl, and M. Kesternich, More Money or Better Procedures?
Evidence From an Energy Efficiency Assistance Program. ZEW Discussion Paper
22-020, 2022.
mla: Chlond, Bettina, et al. More Money or Better Procedures? Evidence From an
Energy Efficiency Assistance Program. ZEW Discussion Paper 22-020, 2022,
doi:10.2139/ssrn.4151557.
short: B. Chlond, T. Goeschl, M. Kesternich, More Money or Better Procedures? Evidence
From an Energy Efficiency Assistance Program, ZEW Discussion Paper 22-020, 2022.
date_created: 2023-09-16T11:59:15Z
date_updated: 2023-12-06T18:21:54Z
doi: 10.2139/ssrn.4151557
keyword:
- General Earth and Planetary Sciences
- General Environmental Science
language:
- iso: eng
publication_identifier:
issn:
- 1556-5068
publication_status: published
publisher: ZEW Discussion Paper 22-020
status: public
title: More Money or Better Procedures? Evidence From an Energy Efficiency Assistance
Program
type: working_paper
user_id: '98922'
year: '2022'
...
---
_id: '47092'
author:
- first_name: Martin
full_name: Kesternich, Martin
id: '98922'
last_name: Kesternich
- first_name: Daniel
full_name: Osberghaus, Daniel
last_name: Osberghaus
- first_name: Willem Jan Wouter
full_name: Botzen, Willem Jan Wouter
last_name: Botzen
citation:
ama: Kesternich M, Osberghaus D, Botzen WJW. The Intention-Behavior Gap in Climate
Change Adaptation. ZEW Discussion Paper 22-055; 2022. doi:10.2139/ssrn.4288341
apa: Kesternich, M., Osberghaus, D., & Botzen, W. J. W. (2022). The Intention-Behavior
Gap in Climate Change Adaptation. ZEW Discussion Paper 22-055. https://doi.org/10.2139/ssrn.4288341
bibtex: '@book{Kesternich_Osberghaus_Botzen_2022, title={The Intention-Behavior
Gap in Climate Change Adaptation}, DOI={10.2139/ssrn.4288341},
publisher={ZEW Discussion Paper 22-055}, author={Kesternich, Martin and Osberghaus,
Daniel and Botzen, Willem Jan Wouter}, year={2022} }'
chicago: Kesternich, Martin, Daniel Osberghaus, and Willem Jan Wouter Botzen. The
Intention-Behavior Gap in Climate Change Adaptation. ZEW Discussion Paper
22-055, 2022. https://doi.org/10.2139/ssrn.4288341.
ieee: M. Kesternich, D. Osberghaus, and W. J. W. Botzen, The Intention-Behavior
Gap in Climate Change Adaptation. ZEW Discussion Paper 22-055, 2022.
mla: Kesternich, Martin, et al. The Intention-Behavior Gap in Climate Change
Adaptation. ZEW Discussion Paper 22-055, 2022, doi:10.2139/ssrn.4288341.
short: M. Kesternich, D. Osberghaus, W.J.W. Botzen, The Intention-Behavior Gap in
Climate Change Adaptation, ZEW Discussion Paper 22-055, 2022.
date_created: 2023-09-16T11:34:10Z
date_updated: 2023-12-06T18:22:36Z
doi: 10.2139/ssrn.4288341
keyword:
- General Earth and Planetary Sciences
- General Environmental Science
language:
- iso: eng
publication_identifier:
issn:
- 1556-5068
publication_status: published
publisher: ZEW Discussion Paper 22-055
status: public
title: The Intention-Behavior Gap in Climate Change Adaptation
type: working_paper
user_id: '98922'
year: '2022'
...
---
_id: '47097'
author:
- first_name: Bettina
full_name: Chlond, Bettina
last_name: Chlond
- first_name: 'Timo '
full_name: 'Goeschl, Timo '
last_name: Goeschl
- first_name: Martin
full_name: Kesternich, Martin
id: '98922'
last_name: Kesternich
citation:
ama: Chlond B, Goeschl T, Kesternich M. Wie Lässt Sich Die Energieeffizienz in
Einkommensschwachen Haushalten Steigern? ZEW Policy Brief 22-01; 2022.
apa: Chlond, B., Goeschl, T., & Kesternich, M. (2022). Wie lässt sich die
Energieeffizienz in einkommensschwachen Haushalten steigern? ZEW Policy Brief
22-01.
bibtex: '@book{Chlond_Goeschl_Kesternich_2022, title={Wie lässt sich die Energieeffizienz
in einkommensschwachen Haushalten steigern?}, publisher={ZEW Policy Brief 22-01},
author={Chlond, Bettina and Goeschl, Timo and Kesternich, Martin}, year={2022}
}'
chicago: Chlond, Bettina, Timo Goeschl, and Martin Kesternich. Wie Lässt Sich
Die Energieeffizienz in Einkommensschwachen Haushalten Steigern? ZEW Policy
Brief 22-01, 2022.
ieee: B. Chlond, T. Goeschl, and M. Kesternich, Wie lässt sich die Energieeffizienz
in einkommensschwachen Haushalten steigern? ZEW Policy Brief 22-01, 2022.
mla: Chlond, Bettina, et al. Wie Lässt Sich Die Energieeffizienz in Einkommensschwachen
Haushalten Steigern? ZEW Policy Brief 22-01, 2022.
short: B. Chlond, T. Goeschl, M. Kesternich, Wie Lässt Sich Die Energieeffizienz
in Einkommensschwachen Haushalten Steigern?, ZEW Policy Brief 22-01, 2022.
date_created: 2023-09-16T12:01:09Z
date_updated: 2023-12-06T18:23:55Z
language:
- iso: eng
publisher: ZEW Policy Brief 22-01
status: public
title: Wie lässt sich die Energieeffizienz in einkommensschwachen Haushalten steigern?
type: working_paper
user_id: '98922'
year: '2022'
...
---
_id: '48861'
abstract:
- lang: eng
text: Generating instances of different properties is key to algorithm selection
methods that differentiate between the performance of different solvers for a
given combinatorial optimization problem. A wide range of methods using evolutionary
computation techniques has been introduced in recent years. With this paper, we
contribute to this area of research by providing a new approach based on quality
diversity (QD) that is able to explore the whole feature space. QD algorithms
allow to create solutions of high quality within a given feature space by splitting
it up into boxes and improving solution quality within each box. We use our QD
approach for the generation of TSP instances to visualize and analyze the variety
of instances differentiating various TSP solvers and compare it to instances generated
by established approaches from the literature.
author:
- first_name: Jakob
full_name: Bossek, Jakob
id: '102979'
last_name: Bossek
orcid: 0000-0002-4121-4668
- first_name: Frank
full_name: Neumann, Frank
last_name: Neumann
citation:
ama: 'Bossek J, Neumann F. Exploring the Feature Space of TSP Instances Using Quality
Diversity. In: Proceedings of the Genetic and Evolutionary Computation Conference.
GECCO ’22. Association for Computing Machinery; 2022:186–194. doi:10.1145/3512290.3528851'
apa: Bossek, J., & Neumann, F. (2022). Exploring the Feature Space of TSP Instances
Using Quality Diversity. Proceedings of the Genetic and Evolutionary Computation
Conference, 186–194. https://doi.org/10.1145/3512290.3528851
bibtex: '@inproceedings{Bossek_Neumann_2022, place={New York, NY, USA}, series={GECCO
’22}, title={Exploring the Feature Space of TSP Instances Using Quality Diversity},
DOI={10.1145/3512290.3528851},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference},
publisher={Association for Computing Machinery}, author={Bossek, Jakob and Neumann,
Frank}, year={2022}, pages={186–194}, collection={GECCO ’22} }'
chicago: 'Bossek, Jakob, and Frank Neumann. “Exploring the Feature Space of TSP
Instances Using Quality Diversity.” In Proceedings of the Genetic and Evolutionary
Computation Conference, 186–194. GECCO ’22. New York, NY, USA: Association
for Computing Machinery, 2022. https://doi.org/10.1145/3512290.3528851.'
ieee: 'J. Bossek and F. Neumann, “Exploring the Feature Space of TSP Instances Using
Quality Diversity,” in Proceedings of the Genetic and Evolutionary Computation
Conference, 2022, pp. 186–194, doi: 10.1145/3512290.3528851.'
mla: Bossek, Jakob, and Frank Neumann. “Exploring the Feature Space of TSP Instances
Using Quality Diversity.” Proceedings of the Genetic and Evolutionary Computation
Conference, Association for Computing Machinery, 2022, pp. 186–194, doi:10.1145/3512290.3528851.
short: 'J. Bossek, F. Neumann, in: Proceedings of the Genetic and Evolutionary Computation
Conference, Association for Computing Machinery, New York, NY, USA, 2022, pp.
186–194.'
date_created: 2023-11-14T15:58:55Z
date_updated: 2023-12-13T10:45:56Z
department:
- _id: '819'
doi: 10.1145/3512290.3528851
extern: '1'
keyword:
- instance features
- instance generation
- quality diversity
- TSP
language:
- iso: eng
page: 186–194
place: New York, NY, USA
publication: Proceedings of the Genetic and Evolutionary Computation Conference
publication_identifier:
isbn:
- 978-1-4503-9237-2
publication_status: published
publisher: Association for Computing Machinery
series_title: GECCO ’22
status: public
title: Exploring the Feature Space of TSP Instances Using Quality Diversity
type: conference
user_id: '102979'
year: '2022'
...
---
_id: '48868'
author:
- first_name: Jakob
full_name: Bossek, Jakob
id: '102979'
last_name: Bossek
orcid: 0000-0002-4121-4668
- first_name: Aneta
full_name: Neumann, Aneta
last_name: Neumann
- first_name: Frank
full_name: Neumann, Frank
last_name: Neumann
citation:
ama: 'Bossek J, Neumann A, Neumann F. Evolutionary Diversity Optimization for Combinatorial
Optimization: Tutorial at GECCO’22, Boston, USA. In: Proceedings of the Genetic
and Evolutionary Computation Conference Companion. GECCO’22. Association for
Computing Machinery; 2022:824–842. doi:10.1145/3520304.3533626'
apa: 'Bossek, J., Neumann, A., & Neumann, F. (2022). Evolutionary Diversity
Optimization for Combinatorial Optimization: Tutorial at GECCO’22, Boston, USA.
Proceedings of the Genetic and Evolutionary Computation Conference Companion,
824–842. https://doi.org/10.1145/3520304.3533626'
bibtex: '@inproceedings{Bossek_Neumann_Neumann_2022, place={New York, NY, USA},
series={GECCO’22}, title={Evolutionary Diversity Optimization for Combinatorial
Optimization: Tutorial at GECCO’22, Boston, USA}, DOI={10.1145/3520304.3533626},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference
Companion}, publisher={Association for Computing Machinery}, author={Bossek, Jakob
and Neumann, Aneta and Neumann, Frank}, year={2022}, pages={824–842}, collection={GECCO’22}
}'
chicago: 'Bossek, Jakob, Aneta Neumann, and Frank Neumann. “Evolutionary Diversity
Optimization for Combinatorial Optimization: Tutorial at GECCO’22, Boston, USA.”
In Proceedings of the Genetic and Evolutionary Computation Conference Companion,
824–842. GECCO’22. New York, NY, USA: Association for Computing Machinery, 2022.
https://doi.org/10.1145/3520304.3533626.'
ieee: 'J. Bossek, A. Neumann, and F. Neumann, “Evolutionary Diversity Optimization
for Combinatorial Optimization: Tutorial at GECCO’22, Boston, USA,” in Proceedings
of the Genetic and Evolutionary Computation Conference Companion, 2022, pp.
824–842, doi: 10.1145/3520304.3533626.'
mla: 'Bossek, Jakob, et al. “Evolutionary Diversity Optimization for Combinatorial
Optimization: Tutorial at GECCO’22, Boston, USA.” Proceedings of the Genetic
and Evolutionary Computation Conference Companion, Association for Computing
Machinery, 2022, pp. 824–842, doi:10.1145/3520304.3533626.'
short: 'J. Bossek, A. Neumann, F. Neumann, in: Proceedings of the Genetic and Evolutionary
Computation Conference Companion, Association for Computing Machinery, New York,
NY, USA, 2022, pp. 824–842.'
date_created: 2023-11-14T15:58:56Z
date_updated: 2023-12-13T10:46:19Z
department:
- _id: '819'
doi: 10.1145/3520304.3533626
extern: '1'
language:
- iso: eng
page: 824–842
place: New York, NY, USA
publication: Proceedings of the Genetic and Evolutionary Computation Conference Companion
publication_identifier:
isbn:
- 978-1-4503-9268-6
publication_status: published
publisher: Association for Computing Machinery
series_title: GECCO’22
status: public
title: 'Evolutionary Diversity Optimization for Combinatorial Optimization: Tutorial
at GECCO’22, Boston, USA'
type: conference
user_id: '102979'
year: '2022'
...
---
_id: '48882'
abstract:
- lang: eng
text: In multimodal multi-objective optimization (MMMOO), the focus is not solely
on convergence in objective space, but rather also on explicitly ensuring diversity
in decision space. We illustrate why commonly used diversity measures are not
entirely appropriate for this task and propose a sophisticated basin-based evaluation
(BBE) method. Also, BBE variants are developed, capturing the anytime behavior
of algorithms. The set of BBE measures is tested by means of an algorithm configuration
study. We show that these new measures also transfer properties of the well-established
hypervolume (HV) indicator to the domain of MMMOO, thus also accounting for objective
space convergence. Moreover, we advance MMMOO research by providing insights into
the multimodal performance of the considered algorithms. Specifically, algorithms
exploiting local structures are shown to outperform classical evolutionary multi-objective
optimizers regarding the BBE variants and respective trade-off with HV.
author:
- first_name: Jonathan
full_name: Heins, Jonathan
last_name: Heins
- first_name: Jeroen
full_name: Rook, Jeroen
last_name: Rook
- first_name: Lennart
full_name: Schäpermeier, Lennart
last_name: Schäpermeier
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
- first_name: Jakob
full_name: Bossek, Jakob
id: '102979'
last_name: Bossek
orcid: 0000-0002-4121-4668
- first_name: Heike
full_name: Trautmann, Heike
last_name: Trautmann
citation:
ama: 'Heins J, Rook J, Schäpermeier L, Kerschke P, Bossek J, Trautmann H. BBE: Basin-Based
Evaluation of Multimodal Multi-objective Optimization Problems. In: Rudolph G,
Kononova AV, Aguirre H, Kerschke P, Ochoa G, Tusar T, eds. Parallel Problem
Solving from Nature (PPSN XVII). Lecture Notes in Computer Science. Springer
International Publishing; 2022:192–206. doi:10.1007/978-3-031-14714-2_14'
apa: 'Heins, J., Rook, J., Schäpermeier, L., Kerschke, P., Bossek, J., & Trautmann,
H. (2022). BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization
Problems. In G. Rudolph, A. V. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, &
T. Tusar (Eds.), Parallel Problem Solving from Nature (PPSN XVII) (pp.
192–206). Springer International Publishing. https://doi.org/10.1007/978-3-031-14714-2_14'
bibtex: '@inproceedings{Heins_Rook_Schäpermeier_Kerschke_Bossek_Trautmann_2022,
place={Cham}, series={Lecture Notes in Computer Science}, title={BBE: Basin-Based
Evaluation of Multimodal Multi-objective Optimization Problems}, DOI={10.1007/978-3-031-14714-2_14},
booktitle={Parallel Problem Solving from Nature (PPSN XVII)}, publisher={Springer
International Publishing}, author={Heins, Jonathan and Rook, Jeroen and Schäpermeier,
Lennart and Kerschke, Pascal and Bossek, Jakob and Trautmann, Heike}, editor={Rudolph,
Günter and Kononova, Anna V. and Aguirre, Hernán and Kerschke, Pascal and Ochoa,
Gabriela and Tusar, Tea}, year={2022}, pages={192–206}, collection={Lecture Notes
in Computer Science} }'
chicago: 'Heins, Jonathan, Jeroen Rook, Lennart Schäpermeier, Pascal Kerschke, Jakob
Bossek, and Heike Trautmann. “BBE: Basin-Based Evaluation of Multimodal Multi-Objective
Optimization Problems.” In Parallel Problem Solving from Nature (PPSN XVII),
edited by Günter Rudolph, Anna V. Kononova, Hernán Aguirre, Pascal Kerschke, Gabriela
Ochoa, and Tea Tusar, 192–206. Lecture Notes in Computer Science. Cham: Springer
International Publishing, 2022. https://doi.org/10.1007/978-3-031-14714-2_14.'
ieee: 'J. Heins, J. Rook, L. Schäpermeier, P. Kerschke, J. Bossek, and H. Trautmann,
“BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems,”
in Parallel Problem Solving from Nature (PPSN XVII), 2022, pp. 192–206,
doi: 10.1007/978-3-031-14714-2_14.'
mla: 'Heins, Jonathan, et al. “BBE: Basin-Based Evaluation of Multimodal Multi-Objective
Optimization Problems.” Parallel Problem Solving from Nature (PPSN XVII),
edited by Günter Rudolph et al., Springer International Publishing, 2022, pp.
192–206, doi:10.1007/978-3-031-14714-2_14.'
short: 'J. Heins, J. Rook, L. Schäpermeier, P. Kerschke, J. Bossek, H. Trautmann,
in: G. Rudolph, A.V. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, T. Tusar (Eds.),
Parallel Problem Solving from Nature (PPSN XVII), Springer International Publishing,
Cham, 2022, pp. 192–206.'
date_created: 2023-11-14T15:58:58Z
date_updated: 2023-12-13T10:47:50Z
department:
- _id: '819'
doi: 10.1007/978-3-031-14714-2_14
editor:
- first_name: Günter
full_name: Rudolph, Günter
last_name: Rudolph
- first_name: Anna V.
full_name: Kononova, Anna V.
last_name: Kononova
- first_name: Hernán
full_name: Aguirre, Hernán
last_name: Aguirre
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
- first_name: Gabriela
full_name: Ochoa, Gabriela
last_name: Ochoa
- first_name: Tea
full_name: Tusar, Tea
last_name: Tusar
extern: '1'
keyword:
- Anytime behavior
- Benchmarking
- Continuous optimization
- Multi-objective optimization
- Multimodality
- Performance metric
language:
- iso: eng
page: 192–206
place: Cham
publication: Parallel Problem Solving from Nature (PPSN XVII)
publication_identifier:
isbn:
- 978-3-031-14714-2
publisher: Springer International Publishing
series_title: Lecture Notes in Computer Science
status: public
title: 'BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems'
type: conference
user_id: '102979'
year: '2022'
...
---
_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: '51294'
abstract:
- lang: eng
text: Der Bericht gibt Einblicke in die Tagung „Fachdidaktische Entwicklungsforschung
in der Deutschdidaktik – Gegenstandsspezifische Lernprozesse in den Blick nehmen“.
Diese fand am 22. und 23.03.2022 an der Bergischen Universität Wuppertal statt.
Im Fokus der Tagung stand die Fragestellung, wie Design-Based Research als Forschungsmethode
in der Deutschdidaktik eingesetzt werden kann. Hierzu wurden entsprechende Projekte
sowohl unter methodologischer als auch unter fachdidaktischer Perspektive diskutiert.
author:
- first_name: Laura
full_name: Drepper, Laura
last_name: Drepper
- first_name: Benjamin
full_name: Uhl, Benjamin
last_name: Uhl
citation:
ama: 'Drepper L, Uhl B. Tagungsbericht: „Fachdidaktische Entwicklungsforschung in
der Deutschdidaktik – Gegenstandsspezifische Lernprozesse in den Blick nehmen“
(22.03.2022 bis 23.03.2022, Bergische Universität Wuppertal). Didaktik Deutsch.
2022;(52/53). doi:10.21248/dideu.97'
apa: 'Drepper, L., & Uhl, B. (2022). Tagungsbericht: „Fachdidaktische Entwicklungsforschung
in der Deutschdidaktik – Gegenstandsspezifische Lernprozesse in den Blick nehmen“
(22.03.2022 bis 23.03.2022, Bergische Universität Wuppertal). Didaktik Deutsch,
52/53. https://doi.org/10.21248/dideu.97'
bibtex: '@article{Drepper_Uhl_2022, title={Tagungsbericht: „Fachdidaktische Entwicklungsforschung
in der Deutschdidaktik – Gegenstandsspezifische Lernprozesse in den Blick nehmen“
(22.03.2022 bis 23.03.2022, Bergische Universität Wuppertal)}, DOI={10.21248/dideu.97},
number={52/53}, journal={Didaktik Deutsch}, publisher={University Library J. C.
Senckenberg}, author={Drepper, Laura and Uhl, Benjamin}, year={2022} }'
chicago: 'Drepper, Laura, and Benjamin Uhl. “Tagungsbericht: „Fachdidaktische Entwicklungsforschung
in Der Deutschdidaktik – Gegenstandsspezifische Lernprozesse in Den Blick Nehmen“
(22.03.2022 Bis 23.03.2022, Bergische Universität Wuppertal).” Didaktik Deutsch,
no. 52/53 (2022). https://doi.org/10.21248/dideu.97.'
ieee: 'L. Drepper and B. Uhl, “Tagungsbericht: „Fachdidaktische Entwicklungsforschung
in der Deutschdidaktik – Gegenstandsspezifische Lernprozesse in den Blick nehmen“
(22.03.2022 bis 23.03.2022, Bergische Universität Wuppertal),” Didaktik Deutsch,
no. 52/53, 2022, doi: 10.21248/dideu.97.'
mla: 'Drepper, Laura, and Benjamin Uhl. “Tagungsbericht: „Fachdidaktische Entwicklungsforschung
in Der Deutschdidaktik – Gegenstandsspezifische Lernprozesse in Den Blick Nehmen“
(22.03.2022 Bis 23.03.2022, Bergische Universität Wuppertal).” Didaktik Deutsch,
no. 52/53, University Library J. C. Senckenberg, 2022, doi:10.21248/dideu.97.'
short: L. Drepper, B. Uhl, Didaktik Deutsch (2022).
date_created: 2024-02-09T09:02:54Z
date_updated: 2024-02-09T09:03:27Z
doi: 10.21248/dideu.97
issue: 52/53
language:
- iso: eng
publication: Didaktik Deutsch
publication_identifier:
issn:
- 2751-6792
publication_status: published
publisher: University Library J. C. Senckenberg
status: public
title: 'Tagungsbericht: „Fachdidaktische Entwicklungsforschung in der Deutschdidaktik
– Gegenstandsspezifische Lernprozesse in den Blick nehmen“ (22.03.2022 bis 23.03.2022,
Bergische Universität Wuppertal)'
type: journal_article
user_id: '40689'
year: '2022'
...
---
_id: '47561'
abstract:
- lang: eng
text: AbstractAdditive manufacturing is a promising
tool for tailored solutions in chemical engineering. This applies in particular
to the design of lab‐scale packed bed columns. We present experimental results
to characterize a lab‐scale 3D printed structured metal packing and compare it
to a conventional counterpart. The results indicate that necessary adjustments
for the manufacturing process of the metal material have an influence on important
operating parameters, resulting in higher specific pressure drop, slightly higher
liquid holdup and lower mass transfer efficiency.
author:
- first_name: Julia
full_name: Riese, Julia
id: '101499'
last_name: Riese
orcid: 0000-0002-3053-0534
- first_name: Arnulf
full_name: Reitze, Arnulf
last_name: Reitze
- first_name: Marcus
full_name: Grünewald, Marcus
last_name: Grünewald
citation:
ama: Riese J, Reitze A, Grünewald M. Experimental Characterization of 3D Printed
Structured Metal Packing with an Enclosed Column Wall. Chemie Ingenieur Technik.
2022;94(7):993-1001. doi:10.1002/cite.202200002
apa: Riese, J., Reitze, A., & Grünewald, M. (2022). Experimental Characterization
of 3D Printed Structured Metal Packing with an Enclosed Column Wall. Chemie
Ingenieur Technik, 94(7), 993–1001. https://doi.org/10.1002/cite.202200002
bibtex: '@article{Riese_Reitze_Grünewald_2022, title={Experimental Characterization
of 3D Printed Structured Metal Packing with an Enclosed Column Wall}, volume={94},
DOI={10.1002/cite.202200002},
number={7}, journal={Chemie Ingenieur Technik}, publisher={Wiley}, author={Riese,
Julia and Reitze, Arnulf and Grünewald, Marcus}, year={2022}, pages={993–1001}
}'
chicago: 'Riese, Julia, Arnulf Reitze, and Marcus Grünewald. “Experimental Characterization
of 3D Printed Structured Metal Packing with an Enclosed Column Wall.” Chemie
Ingenieur Technik 94, no. 7 (2022): 993–1001. https://doi.org/10.1002/cite.202200002.'
ieee: 'J. Riese, A. Reitze, and M. Grünewald, “Experimental Characterization of
3D Printed Structured Metal Packing with an Enclosed Column Wall,” Chemie Ingenieur
Technik, vol. 94, no. 7, pp. 993–1001, 2022, doi: 10.1002/cite.202200002.'
mla: Riese, Julia, et al. “Experimental Characterization of 3D Printed Structured
Metal Packing with an Enclosed Column Wall.” Chemie Ingenieur Technik,
vol. 94, no. 7, Wiley, 2022, pp. 993–1001, doi:10.1002/cite.202200002.
short: J. Riese, A. Reitze, M. Grünewald, Chemie Ingenieur Technik 94 (2022) 993–1001.
date_created: 2023-10-04T14:15:30Z
date_updated: 2024-03-08T11:31:40Z
doi: 10.1002/cite.202200002
extern: '1'
intvolume: ' 94'
issue: '7'
keyword:
- Industrial and Manufacturing Engineering
- General Chemical Engineering
- General Chemistry
language:
- iso: eng
page: 993-1001
publication: Chemie Ingenieur Technik
publication_identifier:
issn:
- 0009-286X
- 1522-2640
publication_status: published
publisher: Wiley
quality_controlled: '1'
status: public
title: Experimental Characterization of 3D Printed Structured Metal Packing with an
Enclosed Column Wall
type: journal_article
user_id: '101499'
volume: 94
year: '2022'
...
---
_id: '32573'
author:
- first_name: Marcel
full_name: Maehren, Marcel
last_name: Maehren
- first_name: Philipp
full_name: Nieting, Philipp
last_name: Nieting
- first_name: Sven Niclas
full_name: Hebrok, Sven Niclas
id: '55616'
last_name: Hebrok
orcid: 0009-0006-1172-1665
- first_name: Robert
full_name: Merget, Robert
last_name: Merget
- first_name: Juraj
full_name: Somorovsky, Juraj
id: '83504'
last_name: Somorovsky
orcid: 0000-0002-3593-7720
- first_name: Jörg
full_name: Schwenk, Jörg
last_name: Schwenk
citation:
ama: 'Maehren M, Nieting P, Hebrok SN, Merget R, Somorovsky J, Schwenk J. TLS-Anvil:
Adapting Combinatorial Testing for TLS Libraries. In: 31st USENIX Security
Symposium (USENIX Security 22). USENIX Association; 2022.'
apa: 'Maehren, M., Nieting, P., Hebrok, S. N., Merget, R., Somorovsky, J., &
Schwenk, J. (2022). TLS-Anvil: Adapting Combinatorial Testing for TLS Libraries.
31st USENIX Security Symposium (USENIX Security 22).'
bibtex: '@inproceedings{Maehren_Nieting_Hebrok_Merget_Somorovsky_Schwenk_2022, place={Boston,
MA}, title={TLS-Anvil: Adapting Combinatorial Testing for TLS Libraries}, booktitle={31st
USENIX Security Symposium (USENIX Security 22)}, publisher={USENIX Association},
author={Maehren, Marcel and Nieting, Philipp and Hebrok, Sven Niclas and Merget,
Robert and Somorovsky, Juraj and Schwenk, Jörg}, year={2022} }'
chicago: 'Maehren, Marcel, Philipp Nieting, Sven Niclas Hebrok, Robert Merget, Juraj
Somorovsky, and Jörg Schwenk. “TLS-Anvil: Adapting Combinatorial Testing for TLS
Libraries.” In 31st USENIX Security Symposium (USENIX Security 22). Boston,
MA: USENIX Association, 2022.'
ieee: 'M. Maehren, P. Nieting, S. N. Hebrok, R. Merget, J. Somorovsky, and J. Schwenk,
“TLS-Anvil: Adapting Combinatorial Testing for TLS Libraries,” 2022.'
mla: 'Maehren, Marcel, et al. “TLS-Anvil: Adapting Combinatorial Testing for TLS
Libraries.” 31st USENIX Security Symposium (USENIX Security 22), USENIX
Association, 2022.'
short: 'M. Maehren, P. Nieting, S.N. Hebrok, R. Merget, J. Somorovsky, J. Schwenk,
in: 31st USENIX Security Symposium (USENIX Security 22), USENIX Association, Boston,
MA, 2022.'
date_created: 2022-08-03T11:03:30Z
date_updated: 2024-04-02T12:19:45Z
department:
- _id: '632'
language:
- iso: eng
place: Boston, MA
publication: 31st USENIX Security Symposium (USENIX Security 22)
publisher: USENIX Association
status: public
title: 'TLS-Anvil: Adapting Combinatorial Testing for TLS Libraries'
type: conference
user_id: '83504'
year: '2022'
...
---
_id: '53240'
author:
- first_name: Madjid
full_name: Tavana, Madjid
id: '31858'
last_name: Tavana
- first_name: Abdolreza
full_name: Azadmanesh, Abdolreza
last_name: Azadmanesh
- first_name: Arash Khalili
full_name: Nasr, Arash Khalili
last_name: Nasr
- first_name: Hassan
full_name: Mina, Hassan
last_name: Mina
citation:
ama: Tavana M, Azadmanesh A, Nasr AK, Mina H. A multicriteria-optimization model
for cultural heritage renovation projects and public-private partnerships in the
hospitality industry. Current Issues in Tourism. 2022;25(22):3709-3734.
doi:10.1080/13683500.2021.2015299
apa: Tavana, M., Azadmanesh, A., Nasr, A. K., & Mina, H. (2022). A multicriteria-optimization
model for cultural heritage renovation projects and public-private partnerships
in the hospitality industry. Current Issues in Tourism, 25(22),
3709–3734. https://doi.org/10.1080/13683500.2021.2015299
bibtex: '@article{Tavana_Azadmanesh_Nasr_Mina_2022, title={A multicriteria-optimization
model for cultural heritage renovation projects and public-private partnerships
in the hospitality industry}, volume={25}, DOI={10.1080/13683500.2021.2015299},
number={22}, journal={Current Issues in Tourism}, publisher={Informa UK Limited},
author={Tavana, Madjid and Azadmanesh, Abdolreza and Nasr, Arash Khalili and Mina,
Hassan}, year={2022}, pages={3709–3734} }'
chicago: 'Tavana, Madjid, Abdolreza Azadmanesh, Arash Khalili Nasr, and Hassan Mina.
“A Multicriteria-Optimization Model for Cultural Heritage Renovation Projects
and Public-Private Partnerships in the Hospitality Industry.” Current Issues
in Tourism 25, no. 22 (2022): 3709–34. https://doi.org/10.1080/13683500.2021.2015299.'
ieee: 'M. Tavana, A. Azadmanesh, A. K. Nasr, and H. Mina, “A multicriteria-optimization
model for cultural heritage renovation projects and public-private partnerships
in the hospitality industry,” Current Issues in Tourism, vol. 25, no. 22,
pp. 3709–3734, 2022, doi: 10.1080/13683500.2021.2015299.'
mla: Tavana, Madjid, et al. “A Multicriteria-Optimization Model for Cultural Heritage
Renovation Projects and Public-Private Partnerships in the Hospitality Industry.”
Current Issues in Tourism, vol. 25, no. 22, Informa UK Limited, 2022, pp.
3709–34, doi:10.1080/13683500.2021.2015299.
short: M. Tavana, A. Azadmanesh, A.K. Nasr, H. Mina, Current Issues in Tourism 25
(2022) 3709–3734.
date_created: 2024-04-04T15:51:30Z
date_updated: 2024-04-15T13:17:05Z
department:
- _id: '277'
doi: 10.1080/13683500.2021.2015299
intvolume: ' 25'
issue: '22'
keyword:
- Tourism
- Leisure and Hospitality Management
- Geography
- Planning and Development
language:
- iso: eng
page: 3709-3734
publication: Current Issues in Tourism
publication_identifier:
issn:
- 1368-3500
- 1747-7603
publication_status: published
publisher: Informa UK Limited
status: public
title: A multicriteria-optimization model for cultural heritage renovation projects
and public-private partnerships in the hospitality industry
type: journal_article
user_id: '51811'
volume: 25
year: '2022'
...
---
_id: '53241'
author:
- first_name: Kaveh
full_name: Khalili-Damghani, Kaveh
last_name: Khalili-Damghani
- first_name: Madjid
full_name: Tavana, Madjid
id: '31858'
last_name: Tavana
- first_name: Peiman
full_name: Ghasemi, Peiman
last_name: Ghasemi
citation:
ama: Khalili-Damghani K, Tavana M, Ghasemi P. A stochastic bi-objective simulation–optimization
model for cascade disaster location-allocation-distribution problems. Annals
of Operations Research. 2022;309(1):103-141. doi:10.1007/s10479-021-04191-0
apa: Khalili-Damghani, K., Tavana, M., & Ghasemi, P. (2022). A stochastic bi-objective
simulation–optimization model for cascade disaster location-allocation-distribution
problems. Annals of Operations Research, 309(1), 103–141. https://doi.org/10.1007/s10479-021-04191-0
bibtex: '@article{Khalili-Damghani_Tavana_Ghasemi_2022, title={A stochastic bi-objective
simulation–optimization model for cascade disaster location-allocation-distribution
problems}, volume={309}, DOI={10.1007/s10479-021-04191-0},
number={1}, journal={Annals of Operations Research}, publisher={Springer Science
and Business Media LLC}, author={Khalili-Damghani, Kaveh and Tavana, Madjid and
Ghasemi, Peiman}, year={2022}, pages={103–141} }'
chicago: 'Khalili-Damghani, Kaveh, Madjid Tavana, and Peiman Ghasemi. “A Stochastic
Bi-Objective Simulation–Optimization Model for Cascade Disaster Location-Allocation-Distribution
Problems.” Annals of Operations Research 309, no. 1 (2022): 103–41. https://doi.org/10.1007/s10479-021-04191-0.'
ieee: 'K. Khalili-Damghani, M. Tavana, and P. Ghasemi, “A stochastic bi-objective
simulation–optimization model for cascade disaster location-allocation-distribution
problems,” Annals of Operations Research, vol. 309, no. 1, pp. 103–141,
2022, doi: 10.1007/s10479-021-04191-0.'
mla: Khalili-Damghani, Kaveh, et al. “A Stochastic Bi-Objective Simulation–Optimization
Model for Cascade Disaster Location-Allocation-Distribution Problems.” Annals
of Operations Research, vol. 309, no. 1, Springer Science and Business Media
LLC, 2022, pp. 103–41, doi:10.1007/s10479-021-04191-0.
short: K. Khalili-Damghani, M. Tavana, P. Ghasemi, Annals of Operations Research
309 (2022) 103–141.
date_created: 2024-04-04T15:52:05Z
date_updated: 2024-04-15T13:17:18Z
department:
- _id: '277'
doi: 10.1007/s10479-021-04191-0
intvolume: ' 309'
issue: '1'
keyword:
- Management Science and Operations Research
- General Decision Sciences
language:
- iso: eng
page: 103-141
publication: Annals of Operations Research
publication_identifier:
issn:
- 0254-5330
- 1572-9338
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: A stochastic bi-objective simulation–optimization model for cascade disaster
location-allocation-distribution problems
type: journal_article
user_id: '51811'
volume: 309
year: '2022'
...
---
_id: '53245'
article_number: '132571'
author:
- first_name: Sahar
full_name: Moazzeni, Sahar
last_name: Moazzeni
- first_name: Madjid
full_name: Tavana, Madjid
id: '31858'
last_name: Tavana
- first_name: Sobhan
full_name: Mostafayi Darmian, Sobhan
last_name: Mostafayi Darmian
citation:
ama: Moazzeni S, Tavana M, Mostafayi Darmian S. A dynamic location-arc routing optimization
model for electric waste collection vehicles. Journal of Cleaner Production.
2022;364. doi:10.1016/j.jclepro.2022.132571
apa: Moazzeni, S., Tavana, M., & Mostafayi Darmian, S. (2022). A dynamic location-arc
routing optimization model for electric waste collection vehicles. Journal
of Cleaner Production, 364, Article 132571. https://doi.org/10.1016/j.jclepro.2022.132571
bibtex: '@article{Moazzeni_Tavana_Mostafayi Darmian_2022, title={A dynamic location-arc
routing optimization model for electric waste collection vehicles}, volume={364},
DOI={10.1016/j.jclepro.2022.132571},
number={132571}, journal={Journal of Cleaner Production}, publisher={Elsevier
BV}, author={Moazzeni, Sahar and Tavana, Madjid and Mostafayi Darmian, Sobhan},
year={2022} }'
chicago: Moazzeni, Sahar, Madjid Tavana, and Sobhan Mostafayi Darmian. “A Dynamic
Location-Arc Routing Optimization Model for Electric Waste Collection Vehicles.”
Journal of Cleaner Production 364 (2022). https://doi.org/10.1016/j.jclepro.2022.132571.
ieee: 'S. Moazzeni, M. Tavana, and S. Mostafayi Darmian, “A dynamic location-arc
routing optimization model for electric waste collection vehicles,” Journal
of Cleaner Production, vol. 364, Art. no. 132571, 2022, doi: 10.1016/j.jclepro.2022.132571.'
mla: Moazzeni, Sahar, et al. “A Dynamic Location-Arc Routing Optimization Model
for Electric Waste Collection Vehicles.” Journal of Cleaner Production,
vol. 364, 132571, Elsevier BV, 2022, doi:10.1016/j.jclepro.2022.132571.
short: S. Moazzeni, M. Tavana, S. Mostafayi Darmian, Journal of Cleaner Production
364 (2022).
date_created: 2024-04-04T15:55:17Z
date_updated: 2024-04-15T13:18:18Z
department:
- _id: '277'
doi: 10.1016/j.jclepro.2022.132571
intvolume: ' 364'
language:
- iso: eng
publication: Journal of Cleaner Production
publication_identifier:
issn:
- 0959-6526
publication_status: published
publisher: Elsevier BV
status: public
title: A dynamic location-arc routing optimization model for electric waste collection
vehicles
type: journal_article
user_id: '51811'
volume: 364
year: '2022'
...
---
_id: '53253'
article_number: '17'
author:
- first_name: Madjid
full_name: Tavana, Madjid
id: '31858'
last_name: Tavana
- first_name: Salman
full_name: Nazari-Shirkouhi, Salman
last_name: Nazari-Shirkouhi
- first_name: Amir
full_name: Mashayekhi, Amir
last_name: Mashayekhi
- first_name: Saeed
full_name: Mousakhani, Saeed
last_name: Mousakhani
citation:
ama: Tavana M, Nazari-Shirkouhi S, Mashayekhi A, Mousakhani S. An Integrated Data
Mining Framework for Organizational Resilience Assessment and Quality Management
Optimization in Trauma Centers. Operations Research Forum. 2022;3(1). doi:10.1007/s43069-022-00132-0
apa: Tavana, M., Nazari-Shirkouhi, S., Mashayekhi, A., & Mousakhani, S. (2022).
An Integrated Data Mining Framework for Organizational Resilience Assessment and
Quality Management Optimization in Trauma Centers. Operations Research Forum,
3(1), Article 17. https://doi.org/10.1007/s43069-022-00132-0
bibtex: '@article{Tavana_Nazari-Shirkouhi_Mashayekhi_Mousakhani_2022, title={An
Integrated Data Mining Framework for Organizational Resilience Assessment and
Quality Management Optimization in Trauma Centers}, volume={3}, DOI={10.1007/s43069-022-00132-0},
number={117}, journal={Operations Research Forum}, publisher={Springer Science
and Business Media LLC}, author={Tavana, Madjid and Nazari-Shirkouhi, Salman and
Mashayekhi, Amir and Mousakhani, Saeed}, year={2022} }'
chicago: Tavana, Madjid, Salman Nazari-Shirkouhi, Amir Mashayekhi, and Saeed Mousakhani.
“An Integrated Data Mining Framework for Organizational Resilience Assessment
and Quality Management Optimization in Trauma Centers.” Operations Research
Forum 3, no. 1 (2022). https://doi.org/10.1007/s43069-022-00132-0.
ieee: 'M. Tavana, S. Nazari-Shirkouhi, A. Mashayekhi, and S. Mousakhani, “An Integrated
Data Mining Framework for Organizational Resilience Assessment and Quality Management
Optimization in Trauma Centers,” Operations Research Forum, vol. 3, no.
1, Art. no. 17, 2022, doi: 10.1007/s43069-022-00132-0.'
mla: Tavana, Madjid, et al. “An Integrated Data Mining Framework for Organizational
Resilience Assessment and Quality Management Optimization in Trauma Centers.”
Operations Research Forum, vol. 3, no. 1, 17, Springer Science and Business
Media LLC, 2022, doi:10.1007/s43069-022-00132-0.
short: M. Tavana, S. Nazari-Shirkouhi, A. Mashayekhi, S. Mousakhani, Operations
Research Forum 3 (2022).
date_created: 2024-04-04T16:01:40Z
date_updated: 2024-04-15T13:20:37Z
department:
- _id: '277'
doi: 10.1007/s43069-022-00132-0
intvolume: ' 3'
issue: '1'
language:
- iso: eng
publication: Operations Research Forum
publication_identifier:
issn:
- 2662-2556
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: An Integrated Data Mining Framework for Organizational Resilience Assessment
and Quality Management Optimization in Trauma Centers
type: journal_article
user_id: '51811'
volume: 3
year: '2022'
...