---
_id: '46364'
abstract:
- lang: eng
text: Automated algorithm configuration procedures play an increasingly important
role in the development and application of algorithms for a wide range of computationally
challenging problems. Until very recently, these configuration procedures were
limited to optimising a single performance objective, such as the running time
or solution quality achieved by the algorithm being configured. However, in many
applications there is more than one performance objective of interest. This gives
rise to the multi-objective automatic algorithm configuration problem, which involves
finding a Pareto set of configurations of a given target algorithm that characterises
trade-offs between multiple performance objectives. In this work, we introduce
MO-ParamILS, a multi-objective extension of the state-of-the-art single-objective
algorithm configuration framework ParamILS, and demonstrate that it produces good
results on several challenging bi-objective algorithm configuration scenarios
compared to a base-line obtained from using a state-of-the-art single-objective
algorithm configurator.
author:
- first_name: A
full_name: Blot, A
last_name: Blot
- first_name: H
full_name: Hoos, H
last_name: Hoos
- first_name: L
full_name: Jourdan, L
last_name: Jourdan
- first_name: M
full_name: Marmion, M
last_name: Marmion
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
citation:
ama: 'Blot A, Hoos H, Jourdan L, Marmion M, Trautmann H. MO-ParamILS: A Multi-objective
Automatic Algorithm Configuration Framework. In: et al. Joaquin V, ed. LION
2016: Learning and Intelligent Optimization. Vol 10079. LNTCS. Springer International
Publishing; 2016:32–47. doi:10.1007/978-3-319-50349-3_3'
apa: 'Blot, A., Hoos, H., Jourdan, L., Marmion, M., & Trautmann, H. (2016).
MO-ParamILS: A Multi-objective Automatic Algorithm Configuration Framework. In
V. et al. Joaquin (Ed.), LION 2016: Learning and Intelligent Optimization
(Vol. 10079, pp. 32–47). Springer International Publishing. https://doi.org/10.1007/978-3-319-50349-3_3'
bibtex: '@inproceedings{Blot_Hoos_Jourdan_Marmion_Trautmann_2016, place={Cham},
series={LNTCS}, title={MO-ParamILS: A Multi-objective Automatic Algorithm Configuration
Framework}, volume={10079}, DOI={10.1007/978-3-319-50349-3_3},
booktitle={LION 2016: Learning and Intelligent Optimization}, publisher={Springer
International Publishing}, author={Blot, A and Hoos, H and Jourdan, L and Marmion,
M and Trautmann, Heike}, editor={et al. Joaquin, Vanschooren}, year={2016}, pages={32–47},
collection={LNTCS} }'
chicago: 'Blot, A, H Hoos, L Jourdan, M Marmion, and Heike Trautmann. “MO-ParamILS:
A Multi-Objective Automatic Algorithm Configuration Framework.” In LION 2016:
Learning and Intelligent Optimization, edited by Vanschooren et al. Joaquin,
10079:32–47. LNTCS. Cham: Springer International Publishing, 2016. https://doi.org/10.1007/978-3-319-50349-3_3.'
ieee: 'A. Blot, H. Hoos, L. Jourdan, M. Marmion, and H. Trautmann, “MO-ParamILS:
A Multi-objective Automatic Algorithm Configuration Framework,” in LION 2016:
Learning and Intelligent Optimization, 2016, vol. 10079, pp. 32–47, doi: 10.1007/978-3-319-50349-3_3.'
mla: 'Blot, A., et al. “MO-ParamILS: A Multi-Objective Automatic Algorithm Configuration
Framework.” LION 2016: Learning and Intelligent Optimization, edited by
Vanschooren et al. Joaquin, vol. 10079, Springer International Publishing, 2016,
pp. 32–47, doi:10.1007/978-3-319-50349-3_3.'
short: 'A. Blot, H. Hoos, L. Jourdan, M. Marmion, H. Trautmann, in: V. et al. Joaquin
(Ed.), LION 2016: Learning and Intelligent Optimization, Springer International
Publishing, Cham, 2016, pp. 32–47.'
date_created: 2023-08-04T15:10:09Z
date_updated: 2023-10-16T13:37:50Z
department:
- _id: '34'
- _id: '819'
doi: 10.1007/978-3-319-50349-3_3
editor:
- first_name: Vanschooren
full_name: et al. Joaquin, Vanschooren
last_name: et al. Joaquin
intvolume: ' 10079'
language:
- iso: eng
page: 32–47
place: Cham
publication: 'LION 2016: Learning and Intelligent Optimization'
publisher: Springer International Publishing
series_title: LNTCS
status: public
title: 'MO-ParamILS: A Multi-objective Automatic Algorithm Configuration Framework'
type: conference
user_id: '15504'
volume: 10079
year: '2016'
...
---
_id: '46363'
abstract:
- lang: eng
text: "The averaged Hausdorff distance has been proposed as an indicator for assessing
the quality of finitely sized approximations of the Pareto front of a multiobjective
problem. Since many set-based, iterative optimization algorithms store their currently
best approximation in an internal archive these approximations are also termed
archives. In case of two objectives and continuous variables it is known that
the best approximations in terms of averaged Hausdorff distance are subsets of
the Pareto front if it is concave. If it is linear or circularly concave the points
of the best approximation are equally spaced.\r\n\r\nHere, it is proven that the
optimal averaged Hausdorff approximation and the Pareto front have an empty intersection
if the Pareto front is circularly convex. But the points of the best approximation
are equally spaced and they rapidly approach the Pareto front for increasing size
of the approximation."
author:
- first_name: G
full_name: Rudolph, G
last_name: Rudolph
- first_name: O
full_name: Schütze, O
last_name: Schütze
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
citation:
ama: 'Rudolph G, Schütze O, Trautmann H. On the Closest Averaged Hausdorff Archive
for a Circularly Convex Pareto Front. In: Squillero G, Burelli P, eds. Applications
of Evolutionary Computation: 19$^th$ European Conference, EvoApplications 2016,
Porto, Portugal, March 30 — April 1, 2016, Proceedings, Part II. Springer
International Publishing; 2016:42–55. doi:10.1007/978-3-319-31153-1_4'
apa: 'Rudolph, G., Schütze, O., & Trautmann, H. (2016). On the Closest Averaged
Hausdorff Archive for a Circularly Convex Pareto Front. In G. Squillero &
P. Burelli (Eds.), Applications of Evolutionary Computation: 19$^th$ European
Conference, EvoApplications 2016, Porto, Portugal, March 30 — April 1, 2016, Proceedings,
Part II (pp. 42–55). Springer International Publishing. https://doi.org/10.1007/978-3-319-31153-1_4'
bibtex: '@inbook{Rudolph_Schütze_Trautmann_2016, place={Cham}, title={On the Closest
Averaged Hausdorff Archive for a Circularly Convex Pareto Front}, DOI={10.1007/978-3-319-31153-1_4},
booktitle={Applications of Evolutionary Computation: 19$^th$ European Conference,
EvoApplications 2016, Porto, Portugal, March 30 — April 1, 2016, Proceedings,
Part II}, publisher={Springer International Publishing}, author={Rudolph, G and
Schütze, O and Trautmann, Heike}, editor={Squillero, G and Burelli, P}, year={2016},
pages={42–55} }'
chicago: 'Rudolph, G, O Schütze, and Heike Trautmann. “On the Closest Averaged Hausdorff
Archive for a Circularly Convex Pareto Front.” In Applications of Evolutionary
Computation: 19$^th$ European Conference, EvoApplications 2016, Porto, Portugal,
March 30 — April 1, 2016, Proceedings, Part II, edited by G Squillero and
P Burelli, 42–55. Cham: Springer International Publishing, 2016. https://doi.org/10.1007/978-3-319-31153-1_4.'
ieee: 'G. Rudolph, O. Schütze, and H. Trautmann, “On the Closest Averaged Hausdorff
Archive for a Circularly Convex Pareto Front,” in Applications of Evolutionary
Computation: 19$^th$ European Conference, EvoApplications 2016, Porto, Portugal,
March 30 — April 1, 2016, Proceedings, Part II, G. Squillero and P. Burelli,
Eds. Cham: Springer International Publishing, 2016, pp. 42–55.'
mla: 'Rudolph, G., et al. “On the Closest Averaged Hausdorff Archive for a Circularly
Convex Pareto Front.” Applications of Evolutionary Computation: 19$^th$ European
Conference, EvoApplications 2016, Porto, Portugal, March 30 — April 1, 2016, Proceedings,
Part II, edited by G Squillero and P Burelli, Springer International Publishing,
2016, pp. 42–55, doi:10.1007/978-3-319-31153-1_4.'
short: 'G. Rudolph, O. Schütze, H. Trautmann, in: G. Squillero, P. Burelli (Eds.),
Applications of Evolutionary Computation: 19$^th$ European Conference, EvoApplications
2016, Porto, Portugal, March 30 — April 1, 2016, Proceedings, Part II, Springer
International Publishing, Cham, 2016, pp. 42–55.'
date_created: 2023-08-04T15:09:14Z
date_updated: 2023-10-16T13:37:33Z
department:
- _id: '34'
- _id: '819'
doi: 10.1007/978-3-319-31153-1_4
editor:
- first_name: G
full_name: Squillero, G
last_name: Squillero
- first_name: P
full_name: Burelli, P
last_name: Burelli
language:
- iso: eng
page: 42–55
place: Cham
publication: 'Applications of Evolutionary Computation: 19$^th$ European Conference,
EvoApplications 2016, Porto, Portugal, March 30 — April 1, 2016, Proceedings, Part
II'
publication_identifier:
isbn:
- 978-3-319-31153-1
publisher: Springer International Publishing
status: public
title: On the Closest Averaged Hausdorff Archive for a Circularly Convex Pareto Front
type: book_chapter
user_id: '15504'
year: '2016'
...
---
_id: '46369'
abstract:
- lang: eng
text: This paper formally defines multimodality in multiobjective optimization (MO).
We introduce a test-bed in which multimodal MO problems with known properties
can be constructed as well as numerical characteristics of the resulting landscape.
Gradient- and local search based strategies are compared on exemplary problems
together with specific performance indicators in the multimodal MO setting. By
this means the foundation for Exploratory Landscape Analysis in MO is provided.
author:
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
- first_name: Hao
full_name: Wang, Hao
last_name: Wang
- first_name: Mike
full_name: Preuss, Mike
last_name: Preuss
- first_name: Christian
full_name: Grimme, Christian
last_name: Grimme
- first_name: André
full_name: Deutz, André
last_name: Deutz
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
- first_name: Michael
full_name: Emmerich, Michael
last_name: Emmerich
citation:
ama: 'Kerschke P, Wang H, Preuss M, et al. Towards Analyzing Multimodality of Multiobjective
Landscapes. In: Proceedings of the 14$^th$ International Conference on Parallel
Problem Solving from Nature (PPSN XIV). Lecture Notes in Computer Science.
Springer; 2016:962–972. doi:10.1007/978-3-319-45823-6_90'
apa: Kerschke, P., Wang, H., Preuss, M., Grimme, C., Deutz, A., Trautmann, H., &
Emmerich, M. (2016). Towards Analyzing Multimodality of Multiobjective Landscapes.
Proceedings of the 14$^th$ International Conference on Parallel Problem Solving
from Nature (PPSN XIV), 962–972. https://doi.org/10.1007/978-3-319-45823-6_90
bibtex: '@inproceedings{Kerschke_Wang_Preuss_Grimme_Deutz_Trautmann_Emmerich_2016,
place={Edinburgh, Scotland}, series={Lecture Notes in Computer Science}, title={Towards
Analyzing Multimodality of Multiobjective Landscapes}, DOI={10.1007/978-3-319-45823-6_90},
booktitle={Proceedings of the 14$^th$ International Conference on Parallel Problem
Solving from Nature (PPSN XIV)}, publisher={Springer}, author={Kerschke, Pascal
and Wang, Hao and Preuss, Mike and Grimme, Christian and Deutz, André and Trautmann,
Heike and Emmerich, Michael}, year={2016}, pages={962–972}, collection={Lecture
Notes in Computer Science} }'
chicago: 'Kerschke, Pascal, Hao Wang, Mike Preuss, Christian Grimme, André Deutz,
Heike Trautmann, and Michael Emmerich. “Towards Analyzing Multimodality of Multiobjective
Landscapes.” In Proceedings of the 14$^th$ International Conference on Parallel
Problem Solving from Nature (PPSN XIV), 962–972. Lecture Notes in Computer
Science. Edinburgh, Scotland: Springer, 2016. https://doi.org/10.1007/978-3-319-45823-6_90.'
ieee: 'P. Kerschke et al., “Towards Analyzing Multimodality of Multiobjective
Landscapes,” in Proceedings of the 14$^th$ International Conference on Parallel
Problem Solving from Nature (PPSN XIV), 2016, pp. 962–972, doi: 10.1007/978-3-319-45823-6_90.'
mla: Kerschke, Pascal, et al. “Towards Analyzing Multimodality of Multiobjective
Landscapes.” Proceedings of the 14$^th$ International Conference on Parallel
Problem Solving from Nature (PPSN XIV), Springer, 2016, pp. 962–972, doi:10.1007/978-3-319-45823-6_90.
short: 'P. Kerschke, H. Wang, M. Preuss, C. Grimme, A. Deutz, H. Trautmann, M. Emmerich,
in: Proceedings of the 14$^th$ International Conference on Parallel Problem Solving
from Nature (PPSN XIV), Springer, Edinburgh, Scotland, 2016, pp. 962–972.'
date_created: 2023-08-04T15:16:02Z
date_updated: 2023-10-16T13:39:42Z
department:
- _id: '34'
- _id: '819'
doi: 10.1007/978-3-319-45823-6_90
language:
- iso: eng
page: 962–972
place: Edinburgh, Scotland
publication: Proceedings of the 14$^th$ International Conference on Parallel Problem
Solving from Nature (PPSN XIV)
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Towards Analyzing Multimodality of Multiobjective Landscapes
type: conference
user_id: '15504'
year: '2016'
...
---
_id: '46367'
abstract:
- lang: eng
text: When selecting the best suited algorithm for an unknown optimization problem,
it is useful to possess some a priori knowledge of the problem at hand. In the
context of single-objective, continuous optimization problems such knowledge can
be retrieved by means of Exploratory Landscape Analysis (ELA), which automatically
identifies properties of a landscape, e.g., the so-called funnel structures, based
on an initial sample. In this paper, we extract the relevant features (for detecting
funnels) out of a large set of landscape features when only given a small initial
sample consisting of 50 x D observations, where D is the number of decision space
dimensions. This is already in the range of the start population sizes of many
evolutionary algorithms. The new Multiple Peaks Model Generator (MPM2) is used
for training the classifier, and the approach is then very successfully validated
on the Black-Box Optimization Benchmark (BBOB) and a subset of the CEC 2013 niching
competition problems.
author:
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
- first_name: Mike
full_name: Preuss, Mike
last_name: Preuss
- first_name: Simon
full_name: Wessing, Simon
last_name: Wessing
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
citation:
ama: 'Kerschke P, Preuss M, Wessing S, Trautmann H. Low-Budget Exploratory Landscape
Analysis on Multiple Peaks Models. In: Proceedings of the 18$^th$ Annual Conference
on Genetic and Evolutionary Computation. ; 2016:229–236. doi:10.1145/2908812.2908845'
apa: Kerschke, P., Preuss, M., Wessing, S., & Trautmann, H. (2016). Low-Budget
Exploratory Landscape Analysis on Multiple Peaks Models. Proceedings of the
18$^th$ Annual Conference on Genetic and Evolutionary Computation, 229–236.
https://doi.org/10.1145/2908812.2908845
bibtex: '@inproceedings{Kerschke_Preuss_Wessing_Trautmann_2016, place={Denver, CO,
USA}, title={Low-Budget Exploratory Landscape Analysis on Multiple Peaks Models},
DOI={10.1145/2908812.2908845},
booktitle={Proceedings of the 18$^th$ Annual Conference on Genetic and Evolutionary
Computation}, author={Kerschke, Pascal and Preuss, Mike and Wessing, Simon and
Trautmann, Heike}, year={2016}, pages={229–236} }'
chicago: Kerschke, Pascal, Mike Preuss, Simon Wessing, and Heike Trautmann. “Low-Budget
Exploratory Landscape Analysis on Multiple Peaks Models.” In Proceedings of
the 18$^th$ Annual Conference on Genetic and Evolutionary Computation, 229–236.
Denver, CO, USA, 2016. https://doi.org/10.1145/2908812.2908845.
ieee: 'P. Kerschke, M. Preuss, S. Wessing, and H. Trautmann, “Low-Budget Exploratory
Landscape Analysis on Multiple Peaks Models,” in Proceedings of the 18$^th$
Annual Conference on Genetic and Evolutionary Computation, 2016, pp. 229–236,
doi: 10.1145/2908812.2908845.'
mla: Kerschke, Pascal, et al. “Low-Budget Exploratory Landscape Analysis on Multiple
Peaks Models.” Proceedings of the 18$^th$ Annual Conference on Genetic and
Evolutionary Computation, 2016, pp. 229–236, doi:10.1145/2908812.2908845.
short: 'P. Kerschke, M. Preuss, S. Wessing, H. Trautmann, in: Proceedings of the
18$^th$ Annual Conference on Genetic and Evolutionary Computation, Denver, CO,
USA, 2016, pp. 229–236.'
date_created: 2023-08-04T15:14:06Z
date_updated: 2023-10-16T13:38:47Z
department:
- _id: '34'
- _id: '819'
doi: 10.1145/2908812.2908845
language:
- iso: eng
page: 229–236
place: Denver, CO, USA
publication: Proceedings of the 18$^th$ Annual Conference on Genetic and Evolutionary
Computation
publication_identifier:
isbn:
- 978-1-4503-4206-3
status: public
title: Low-Budget Exploratory Landscape Analysis on Multiple Peaks Models
type: conference
user_id: '15504'
year: '2016'
...
---
_id: '46371'
abstract:
- lang: eng
text: "One main task in evolutionary multiobjective optimization (EMO) is to obtain
a suitable finite size approximation of the Pareto front which is the image of
the solution set, termed the Pareto set, of a given multiobjective optimization
problem. In the technical literature, the characteristic of the desired approximation
is commonly expressed by closeness to the Pareto front and a sufficient spread
of the solutions obtained. In this paper, we first make an effort to show by theoretical
and empirical findings that the recently proposed Averaged Hausdorff (or Δ\U0001D45D-)
indicator indeed aims at fulfilling both performance criteria for bi-objective
optimization problems. In the second part of this paper, standard EMO algorithms
combined with a specialized archiver and a postprocessing step based on the Δ\U0001D45D
indicator are introduced which sufficiently approximate the Δ\U0001D45D-optimal
archives and generate solutions evenly spread along the Pareto front."
author:
- first_name: G
full_name: Rudolph, G
last_name: Rudolph
- first_name: O
full_name: Schütze, O
last_name: Schütze
- first_name: C
full_name: Grimme, C
last_name: Grimme
- first_name: C
full_name: Domínguez-Medina, C
last_name: Domínguez-Medina
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
citation:
ama: 'Rudolph G, Schütze O, Grimme C, Domínguez-Medina C, Trautmann H. Optimal averaged
Hausdorff archives for bi-objective problems: theoretical and numerical results.
Computational Optimization and Applications (Comput Optim Appl). 2016;64(2):589–618.
doi:10.1007/s10589-015-9815-8'
apa: 'Rudolph, G., Schütze, O., Grimme, C., Domínguez-Medina, C., & Trautmann,
H. (2016). Optimal averaged Hausdorff archives for bi-objective problems: theoretical
and numerical results. Computational Optimization and Applications (Comput.
Optim. Appl.), 64(2), 589–618. https://doi.org/10.1007/s10589-015-9815-8'
bibtex: '@article{Rudolph_Schütze_Grimme_Domínguez-Medina_Trautmann_2016, title={Optimal
averaged Hausdorff archives for bi-objective problems: theoretical and numerical
results}, volume={64}, DOI={10.1007/s10589-015-9815-8},
number={2}, journal={Computational Optimization and Applications (Comput. Optim.
Appl.)}, author={Rudolph, G and Schütze, O and Grimme, C and Domínguez-Medina,
C and Trautmann, Heike}, year={2016}, pages={589–618} }'
chicago: 'Rudolph, G, O Schütze, C Grimme, C Domínguez-Medina, and Heike Trautmann.
“Optimal Averaged Hausdorff Archives for Bi-Objective Problems: Theoretical and
Numerical Results.” Computational Optimization and Applications (Comput. Optim.
Appl.) 64, no. 2 (2016): 589–618. https://doi.org/10.1007/s10589-015-9815-8.'
ieee: 'G. Rudolph, O. Schütze, C. Grimme, C. Domínguez-Medina, and H. Trautmann,
“Optimal averaged Hausdorff archives for bi-objective problems: theoretical and
numerical results,” Computational Optimization and Applications (Comput. Optim.
Appl.), vol. 64, no. 2, pp. 589–618, 2016, doi: 10.1007/s10589-015-9815-8.'
mla: 'Rudolph, G., et al. “Optimal Averaged Hausdorff Archives for Bi-Objective
Problems: Theoretical and Numerical Results.” Computational Optimization and
Applications (Comput. Optim. Appl.), vol. 64, no. 2, 2016, pp. 589–618, doi:10.1007/s10589-015-9815-8.'
short: G. Rudolph, O. Schütze, C. Grimme, C. Domínguez-Medina, H. Trautmann, Computational
Optimization and Applications (Comput. Optim. Appl.) 64 (2016) 589–618.
date_created: 2023-08-04T15:17:48Z
date_updated: 2023-10-16T13:40:21Z
department:
- _id: '34'
- _id: '819'
doi: 10.1007/s10589-015-9815-8
intvolume: ' 64'
issue: '2'
language:
- iso: eng
page: 589–618
publication: Computational Optimization and Applications (Comput. Optim. Appl.)
status: public
title: 'Optimal averaged Hausdorff archives for bi-objective problems: theoretical
and numerical results'
type: journal_article
user_id: '15504'
volume: 64
year: '2016'
...
---
_id: '46372'
abstract:
- lang: eng
text: We present a new hybrid evolutionary algorithm for the effective hypervolume
approximation of the Pareto front of a given differentiable multi-objective optimization
problem. Starting point for the local search (LS) mechanism is a new division
of the decision space as we will argue that in each of these regions a different
LS strategy seems to be most promising. For the LS in two out of the three regions
we will utilize and adapt the Directed Search method which is capable of steering
the search into any direction given in objective space and which is thus well
suited for the problem at hand. We further on integrate the resulting LS mechanism
into SMS-EMOA, a state-of-the-art evolutionary algorithm for hypervolume approximations.
Finally, we will present some numerical results on several benchmark problems
with two and three objectives indicating the strength and competitiveness of the
novel hybrid.
author:
- first_name: O
full_name: Schütze, O
last_name: Schütze
- first_name: Hernandez VA
full_name: Sosa, Hernandez VA
last_name: Sosa
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
- first_name: G
full_name: Rudolph, G
last_name: Rudolph
citation:
ama: Schütze O, Sosa HV, Trautmann H, Rudolph G. The Hypervolume based Directed
Search Method for Multi-Objective Optimization Problems. Journal of Heuristics.
2016;22(3):273–300. doi:10.1007/s10732-016-9310-0
apa: Schütze, O., Sosa, H. V., Trautmann, H., & Rudolph, G. (2016). The Hypervolume
based Directed Search Method for Multi-Objective Optimization Problems. Journal
of Heuristics, 22(3), 273–300. https://doi.org/10.1007/s10732-016-9310-0
bibtex: '@article{Schütze_Sosa_Trautmann_Rudolph_2016, title={The Hypervolume based
Directed Search Method for Multi-Objective Optimization Problems}, volume={22},
DOI={10.1007/s10732-016-9310-0},
number={3}, journal={Journal of Heuristics}, author={Schütze, O and Sosa, Hernandez
VA and Trautmann, Heike and Rudolph, G}, year={2016}, pages={273–300} }'
chicago: 'Schütze, O, Hernandez VA Sosa, Heike Trautmann, and G Rudolph. “The Hypervolume
Based Directed Search Method for Multi-Objective Optimization Problems.” Journal
of Heuristics 22, no. 3 (2016): 273–300. https://doi.org/10.1007/s10732-016-9310-0.'
ieee: 'O. Schütze, H. V. Sosa, H. Trautmann, and G. Rudolph, “The Hypervolume based
Directed Search Method for Multi-Objective Optimization Problems,” Journal
of Heuristics, vol. 22, no. 3, pp. 273–300, 2016, doi: 10.1007/s10732-016-9310-0.'
mla: Schütze, O., et al. “The Hypervolume Based Directed Search Method for Multi-Objective
Optimization Problems.” Journal of Heuristics, vol. 22, no. 3, 2016, pp.
273–300, doi:10.1007/s10732-016-9310-0.
short: O. Schütze, H.V. Sosa, H. Trautmann, G. Rudolph, Journal of Heuristics 22
(2016) 273–300.
date_created: 2023-08-04T15:19:11Z
date_updated: 2023-10-16T13:40:43Z
department:
- _id: '34'
- _id: '819'
doi: 10.1007/s10732-016-9310-0
intvolume: ' 22'
issue: '3'
language:
- iso: eng
page: 273–300
publication: Journal of Heuristics
status: public
title: The Hypervolume based Directed Search Method for Multi-Objective Optimization
Problems
type: journal_article
user_id: '15504'
volume: 22
year: '2016'
...
---
_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: Proceedings
of the IEEE Congress on Evolutionary Computation (CEC). ; 2016. doi:10.1109/CEC.2016.7748359'
apa: Kerschke, P., & Trautmann, H. (2016). The R-Package FLACCO for Exploratory
Landscape Analysis with Applications to Multi-Objective Optimization Problems.
Proceedings of the IEEE Congress on Evolutionary Computation (CEC). https://doi.org/10.1109/CEC.2016.7748359
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={10.1109/CEC.2016.7748359},
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 Proceedings of the IEEE Congress on Evolutionary Computation (CEC).
Vancouver, BC, Kanada, 2016. https://doi.org/10.1109/CEC.2016.7748359.
ieee: 'P. Kerschke and H. Trautmann, “The R-Package FLACCO for Exploratory Landscape
Analysis with Applications to Multi-Objective Optimization Problems,” 2016, doi:
10.1109/CEC.2016.7748359.'
mla: Kerschke, Pascal, and Heike Trautmann. “The R-Package FLACCO for Exploratory
Landscape Analysis with Applications to Multi-Objective Optimization Problems.”
Proceedings of the IEEE Congress on Evolutionary Computation (CEC), 2016,
doi:10.1109/CEC.2016.7748359.
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'
...
---
_id: '46370'
abstract:
- lang: eng
text: This report documents the talks and discussions at the Dagstuhl Seminar 15211
"Theory of Evolutionary Algorithms". This seminar, now in its 8th edition, is
the main meeting point of the highly active theory of randomized search heuristics
subcommunities in Australia, Asia, North America, and Europe. Topics intensively
discussed include rigorous runtime analysis and computational complexity theory
for randomised search heuristics, information geometry of randomised search, and
synergies between the theory of evolutionary algorithms and theories of natural
evolution.
author:
- first_name: F
full_name: Neumann, F
last_name: Neumann
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
citation:
ama: 'Neumann F, Trautmann H. Working Group Report: Bridging the Gap Between Experiments
and Theory Using Feature-Based Run-Time Analysis; Theory of Evolutionary Algorithms
(Dagstuhl Seminar 15211). Dagstuhl Reports. 2016;5(5):78–79. doi:10.4230/DagRep.5.5.57'
apa: 'Neumann, F., & Trautmann, H. (2016). Working Group Report: Bridging the
Gap Between Experiments and Theory Using Feature-Based Run-Time Analysis; Theory
of Evolutionary Algorithms (Dagstuhl Seminar 15211). Dagstuhl Reports,
5(5), 78–79. https://doi.org/10.4230/DagRep.5.5.57'
bibtex: '@article{Neumann_Trautmann_2016, title={Working Group Report: Bridging
the Gap Between Experiments and Theory Using Feature-Based Run-Time Analysis;
Theory of Evolutionary Algorithms (Dagstuhl Seminar 15211)}, volume={5}, DOI={10.4230/DagRep.5.5.57}, number={5},
journal={Dagstuhl Reports}, author={Neumann, F and Trautmann, Heike}, year={2016},
pages={78–79} }'
chicago: 'Neumann, F, and Heike Trautmann. “Working Group Report: Bridging the Gap
Between Experiments and Theory Using Feature-Based Run-Time Analysis; Theory of
Evolutionary Algorithms (Dagstuhl Seminar 15211).” Dagstuhl Reports 5,
no. 5 (2016): 78–79. https://doi.org/10.4230/DagRep.5.5.57.'
ieee: 'F. Neumann and H. Trautmann, “Working Group Report: Bridging the Gap Between
Experiments and Theory Using Feature-Based Run-Time Analysis; Theory of Evolutionary
Algorithms (Dagstuhl Seminar 15211),” Dagstuhl Reports, vol. 5, no. 5,
pp. 78–79, 2016, doi: 10.4230/DagRep.5.5.57.'
mla: 'Neumann, F., and Heike Trautmann. “Working Group Report: Bridging the Gap
Between Experiments and Theory Using Feature-Based Run-Time Analysis; Theory of
Evolutionary Algorithms (Dagstuhl Seminar 15211).” Dagstuhl Reports, vol.
5, no. 5, 2016, pp. 78–79, doi:10.4230/DagRep.5.5.57.'
short: F. Neumann, H. Trautmann, Dagstuhl Reports 5 (2016) 78–79.
date_created: 2023-08-04T15:17:00Z
date_updated: 2023-10-16T13:40:00Z
department:
- _id: '34'
- _id: '819'
doi: 10.4230/DagRep.5.5.57
intvolume: ' 5'
issue: '5'
language:
- iso: eng
page: 78–79
publication: Dagstuhl Reports
status: public
title: 'Working Group Report: Bridging the Gap Between Experiments and Theory Using
Feature-Based Run-Time Analysis; Theory of Evolutionary Algorithms (Dagstuhl Seminar
15211)'
type: journal_article
user_id: '15504'
volume: 5
year: '2016'
...
---
_id: '48309'
author:
- first_name: Ivan
full_name: Habernal, Ivan
id: '101881'
last_name: Habernal
- first_name: Iryna
full_name: Gurevych, Iryna
last_name: Gurevych
citation:
ama: 'Habernal I, Gurevych I. What makes a convincing argument? Empirical analysis
and detecting attributes of convincingness in Web argumentation. In:
Proceedings of the 2016 Conference on Empirical Methods in Natural
Language Processing. Association for Computational Linguistics; 2016. doi:10.18653/v1/d16-1129'
apa: Habernal, I., & Gurevych, I. (2016). What makes a convincing argument?
Empirical analysis and detecting attributes of convincingness in Web
argumentation. Proceedings of the 2016 Conference on Empirical Methods in Natural
Language Processing. https://doi.org/10.18653/v1/d16-1129
bibtex: '@inproceedings{Habernal_Gurevych_2016, title={What makes a convincing argument?
Empirical analysis and detecting attributes of convincingness in Web
argumentation}, DOI={10.18653/v1/d16-1129},
booktitle={Proceedings of the 2016 Conference on Empirical Methods in Natural
Language Processing}, publisher={Association for Computational Linguistics},
author={Habernal, Ivan and Gurevych, Iryna}, year={2016} }'
chicago: Habernal, Ivan, and Iryna Gurevych. “What Makes a Convincing Argument?
Empirical Analysis and Detecting Attributes of Convincingness in Web
Argumentation.” In Proceedings of the 2016 Conference on Empirical Methods
in Natural Language Processing. Association for Computational Linguistics,
2016. https://doi.org/10.18653/v1/d16-1129.
ieee: 'I. Habernal and I. Gurevych, “What makes a convincing argument? Empirical
analysis and detecting attributes of convincingness in Web argumentation,”
2016, doi: 10.18653/v1/d16-1129.'
mla: Habernal, Ivan, and Iryna Gurevych. “What Makes a Convincing Argument? Empirical
Analysis and Detecting Attributes of Convincingness in Web Argumentation.”
Proceedings of the 2016 Conference on Empirical Methods in Natural
Language Processing, Association for Computational Linguistics, 2016, doi:10.18653/v1/d16-1129.
short: 'I. Habernal, I. Gurevych, in: Proceedings of the 2016 Conference on Empirical
Methods in Natural Language Processing, Association for Computational
Linguistics, 2016.'
date_created: 2023-10-19T08:31:58Z
date_updated: 2023-10-19T12:07:05Z
department:
- _id: '34'
- _id: '820'
doi: 10.18653/v1/d16-1129
language:
- iso: eng
publication: Proceedings of the 2016 Conference on Empirical Methods in Natural Language
Processing
publication_status: published
publisher: Association for Computational Linguistics
status: public
title: What makes a convincing argument? Empirical analysis and detecting attributes
of convincingness in Web argumentation
type: conference
user_id: '15504'
year: '2016'
...
---
_id: '48339'
author:
- first_name: Manuel
full_name: Wille, Manuel
id: '9310'
last_name: Wille
citation:
ama: 'Wille M. Von der Kanzleisprache zur Pressesprache im “Hamburgischen Correspondenten”
und seinen Vorgängern (1712 - 1801). In: Hünecke R, Aehnelt S, eds. Kanzlei
und Sprachkultur. Beiträge der 8. Tagung des Arbeitskreises Historische Kanzleisprachenforschung,
Dresden 3. bis 5. September 2015. Vol Band 9. Beiträge zur Kanzleisprachenforschung.
Edition Praesens; 2016:277-295.'
apa: 'Wille, M. (2016). Von der Kanzleisprache zur Pressesprache im “Hamburgischen
Correspondenten” und seinen Vorgängern (1712 - 1801). In R. Hünecke & S. Aehnelt
(Eds.), Kanzlei und Sprachkultur. Beiträge der 8. Tagung des Arbeitskreises
Historische Kanzleisprachenforschung, Dresden 3. bis 5. September 2015: Vol. Band
9 (pp. 277–295). Edition Praesens.'
bibtex: '@inbook{Wille_2016, place={Wien}, series={Beiträge zur Kanzleisprachenforschung},
title={Von der Kanzleisprache zur Pressesprache im “Hamburgischen Correspondenten”
und seinen Vorgängern (1712 - 1801)}, volume={Band 9}, booktitle={Kanzlei und
Sprachkultur. Beiträge der 8. Tagung des Arbeitskreises Historische Kanzleisprachenforschung,
Dresden 3. bis 5. September 2015}, publisher={Edition Praesens}, author={Wille,
Manuel}, editor={Hünecke, Rainer and Aehnelt, Sandra}, year={2016}, pages={277–295},
collection={Beiträge zur Kanzleisprachenforschung} }'
chicago: 'Wille, Manuel. “Von der Kanzleisprache zur Pressesprache im ‘Hamburgischen
Correspondenten’ und seinen Vorgängern (1712 - 1801).” In Kanzlei und Sprachkultur.
Beiträge der 8. Tagung des Arbeitskreises Historische Kanzleisprachenforschung,
Dresden 3. bis 5. September 2015, edited by Rainer Hünecke and Sandra Aehnelt,
Band 9:277–95. Beiträge zur Kanzleisprachenforschung. Wien: Edition Praesens,
2016.'
ieee: 'M. Wille, “Von der Kanzleisprache zur Pressesprache im ‘Hamburgischen Correspondenten’
und seinen Vorgängern (1712 - 1801),” in Kanzlei und Sprachkultur. Beiträge
der 8. Tagung des Arbeitskreises Historische Kanzleisprachenforschung, Dresden
3. bis 5. September 2015, vol. Band 9, R. Hünecke and S. Aehnelt, Eds. Wien:
Edition Praesens, 2016, pp. 277–295.'
mla: Wille, Manuel. “Von der Kanzleisprache zur Pressesprache im ‘Hamburgischen
Correspondenten’ und seinen Vorgängern (1712 - 1801).” Kanzlei und Sprachkultur.
Beiträge der 8. Tagung des Arbeitskreises Historische Kanzleisprachenforschung,
Dresden 3. bis 5. September 2015, edited by Rainer Hünecke and Sandra Aehnelt,
vol. Band 9, Edition Praesens, 2016, pp. 277–95.
short: 'M. Wille, in: R. Hünecke, S. Aehnelt (Eds.), Kanzlei und Sprachkultur. Beiträge
der 8. Tagung des Arbeitskreises Historische Kanzleisprachenforschung, Dresden
3. bis 5. September 2015, Edition Praesens, Wien, 2016, pp. 277–295.'
date_created: 2023-10-19T11:59:18Z
date_updated: 2023-10-19T12:33:27Z
editor:
- first_name: Rainer
full_name: Hünecke, Rainer
last_name: Hünecke
- first_name: Sandra
full_name: Aehnelt, Sandra
last_name: Aehnelt
language:
- iso: ger
page: 277 - 295
place: Wien
publication: Kanzlei und Sprachkultur. Beiträge der 8. Tagung des Arbeitskreises Historische
Kanzleisprachenforschung, Dresden 3. bis 5. September 2015
publication_identifier:
unknown:
- ' 978-3-7069-0918-1'
publisher: Edition Praesens
series_title: Beiträge zur Kanzleisprachenforschung
status: public
title: Von der Kanzleisprache zur Pressesprache im 'Hamburgischen Correspondenten'
und seinen Vorgängern (1712 - 1801)
type: book_chapter
user_id: '9310'
volume: Band 9
year: '2016'
...
---
_id: '11890'
abstract:
- lang: eng
text: In this paper we study the influence of directional radio patterns of Bluetooth
low energy (BLE) beacons on smartphone localization accuracy and beacon network
planning. A two-dimensional model of the power emission characteristic is derived
from measurements of the radiation pattern of BLE beacons carried out in an RF
chamber. The Cramer-Rao lower bound (CRLB) for position estimation is then derived
for this directional power emission model. With this lower bound on the RMS positioning
error the coverage of different beacon network configurations can be evaluated.
For near-optimal network planing an evolutionary optimization algorithm for finding
the best beacon placement is presented.
author:
- first_name: Joerg
full_name: Schmalenstroeer, Joerg
id: '460'
last_name: Schmalenstroeer
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
citation:
ama: 'Schmalenstroeer J, Haeb-Umbach R. Investigations into Bluetooth Low Energy
Localization Precision Limits. In: 24th European Signal Processing Conference
(EUSIPCO 2016). ; 2016.'
apa: Schmalenstroeer, J., & Haeb-Umbach, R. (2016). Investigations into Bluetooth
Low Energy Localization Precision Limits. 24th European Signal Processing Conference
(EUSIPCO 2016).
bibtex: '@inproceedings{Schmalenstroeer_Haeb-Umbach_2016, title={Investigations
into Bluetooth Low Energy Localization Precision Limits}, booktitle={24th European
Signal Processing Conference (EUSIPCO 2016)}, author={Schmalenstroeer, Joerg and
Haeb-Umbach, Reinhold}, year={2016} }'
chicago: Schmalenstroeer, Joerg, and Reinhold Haeb-Umbach. “Investigations into
Bluetooth Low Energy Localization Precision Limits.” In 24th European Signal
Processing Conference (EUSIPCO 2016), 2016.
ieee: J. Schmalenstroeer and R. Haeb-Umbach, “Investigations into Bluetooth Low
Energy Localization Precision Limits,” 2016.
mla: Schmalenstroeer, Joerg, and Reinhold Haeb-Umbach. “Investigations into Bluetooth
Low Energy Localization Precision Limits.” 24th European Signal Processing
Conference (EUSIPCO 2016), 2016.
short: 'J. Schmalenstroeer, R. Haeb-Umbach, in: 24th European Signal Processing
Conference (EUSIPCO 2016), 2016.'
date_created: 2019-07-12T05:30:14Z
date_updated: 2023-10-26T08:11:52Z
department:
- _id: '54'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://groups.uni-paderborn.de/nt/pubs/2016/SchHaeb16.pdf
oa: '1'
publication: 24th European Signal Processing Conference (EUSIPCO 2016)
quality_controlled: '1'
related_material:
link:
- description: Poster
relation: supplementary_material
url: https://groups.uni-paderborn.de/nt/pubs/2016/SchHaeb16_Poster.pdf
status: public
title: Investigations into Bluetooth Low Energy Localization Precision Limits
type: conference
user_id: '460'
year: '2016'
...
---
_id: '47912'
abstract:
- lang: eng
text: Factorial surveys (FSs) integrate elements of survey research and
classical experiments. Using a large number of respondents in a controlled setting,
FSs approximate complex and realistic judgment situations through so-called vignettes—that
is, carefully designed descriptions of hypothetical people, social situations,
or scenarios. Despite being rooted, and predominantly applied, in sociology, FSs
are particularly promising for business and society (B&S) scholars. Given
the multiplicity, inherent complexity, and sometimes fuzziness of B&S research
objects, conventional research methods inevitably reach their limits. This article,
therefore, systematically presents methodological and thematic opportunities for
FS studies in B&S research. It is argued that FSs are well suited to dealing
with the complex interplay of societal-, organizational-, and individual-level
factors in B&S research and to studying the principles underlying human perceptions,
attitudes, values, social norms, and (anticipated) behavior. The application of
the FS method is illustrated based on a showcase example in the realm of socially
responsible investments (SRIs). As the literature on the conceptualization of
FSs is limited, methodological challenges are addressed to guide B&S researchers
past the common methodological pitfalls.
author:
- first_name: Josua
full_name: Oll, Josua
last_name: Oll
- first_name: Rüdiger
full_name: Hahn, Rüdiger
last_name: Hahn
- first_name: Daniel
full_name: Reimsbach, Daniel
id: '100169'
last_name: Reimsbach
- first_name: Peter
full_name: Kotzian, Peter
last_name: Kotzian
citation:
ama: 'Oll J, Hahn R, Reimsbach D, Kotzian P. Tackling Complexity in Business and
Society Research: The Methodological and Thematic Potential of Factorial Surveys.
Business & Society. 2016;57(1):26-59. doi:10.1177/0007650316645337'
apa: 'Oll, J., Hahn, R., Reimsbach, D., & Kotzian, P. (2016). Tackling Complexity
in Business and Society Research: The Methodological and Thematic Potential of
Factorial Surveys. Business & Society, 57(1), 26–59. https://doi.org/10.1177/0007650316645337'
bibtex: '@article{Oll_Hahn_Reimsbach_Kotzian_2016, title={Tackling Complexity in
Business and Society Research: The Methodological and Thematic Potential of Factorial
Surveys}, volume={57}, DOI={10.1177/0007650316645337},
number={1}, journal={Business & Society}, publisher={SAGE Publications},
author={Oll, Josua and Hahn, Rüdiger and Reimsbach, Daniel and Kotzian, Peter},
year={2016}, pages={26–59} }'
chicago: 'Oll, Josua, Rüdiger Hahn, Daniel Reimsbach, and Peter Kotzian. “Tackling
Complexity in Business and Society Research: The Methodological and Thematic Potential
of Factorial Surveys.” Business & Society 57, no. 1 (2016): 26–59.
https://doi.org/10.1177/0007650316645337.'
ieee: 'J. Oll, R. Hahn, D. Reimsbach, and P. Kotzian, “Tackling Complexity in Business
and Society Research: The Methodological and Thematic Potential of Factorial Surveys,”
Business & Society, vol. 57, no. 1, pp. 26–59, 2016, doi: 10.1177/0007650316645337.'
mla: 'Oll, Josua, et al. “Tackling Complexity in Business and Society Research:
The Methodological and Thematic Potential of Factorial Surveys.” Business &
Society, vol. 57, no. 1, SAGE Publications, 2016, pp. 26–59, doi:10.1177/0007650316645337.'
short: J. Oll, R. Hahn, D. Reimsbach, P. Kotzian, Business & Society 57
(2016) 26–59.
date_created: 2023-10-10T09:19:10Z
date_updated: 2023-10-30T11:37:08Z
department:
- _id: '186'
- _id: '815'
doi: 10.1177/0007650316645337
intvolume: ' 57'
issue: '1'
keyword:
- Social Sciences (miscellaneous)
- Business
- Management and Accounting (miscellaneous)
language:
- iso: eng
page: 26-59
publication: Business & Society
publication_identifier:
issn:
- 0007-6503
- 1552-4205
publication_status: published
publisher: SAGE Publications
status: public
title: 'Tackling Complexity in Business and Society Research: The Methodological and
Thematic Potential of Factorial Surveys'
type: journal_article
user_id: '21810'
volume: 57
year: '2016'
...
---
_id: '48545'
author:
- first_name: Frank
full_name: Ziegele, Frank
last_name: Ziegele
- first_name: Isabel
full_name: Roessler, Isabel
last_name: Roessler
- first_name: Lisa
full_name: Mordhorst, Lisa
id: '81839'
last_name: Mordhorst
citation:
ama: 'Ziegele F, Roessler I, Mordhorst L. Hochschultyp im Wandel? Zur zukünftigen
Rolle der Fachhochschule im deutschen Hochschulsystem. In: Cai J, Lackner H, eds.
Jahrbuch Angewandte Hochschulbildung 2016. Springer; 2016:159–174.'
apa: Ziegele, F., Roessler, I., & Mordhorst, L. (2016). Hochschultyp im Wandel?
Zur zukünftigen Rolle der Fachhochschule im deutschen Hochschulsystem. In J. Cai
& H. Lackner (Eds.), Jahrbuch Angewandte Hochschulbildung 2016 (pp.
159–174). Springer.
bibtex: '@inbook{Ziegele_Roessler_Mordhorst_2016, place={Wiesbaden}, title={Hochschultyp
im Wandel? Zur zukünftigen Rolle der Fachhochschule im deutschen Hochschulsystem},
booktitle={Jahrbuch Angewandte Hochschulbildung 2016}, publisher={Springer}, author={Ziegele,
Frank and Roessler, Isabel and Mordhorst, Lisa}, editor={Cai, Jingmin and Lackner,
Hendrik}, year={2016}, pages={159–174} }'
chicago: 'Ziegele, Frank, Isabel Roessler, and Lisa Mordhorst. “Hochschultyp Im
Wandel? Zur Zukünftigen Rolle Der Fachhochschule Im Deutschen Hochschulsystem.”
In Jahrbuch Angewandte Hochschulbildung 2016, edited by Jingmin Cai and
Hendrik Lackner, 159–174. Wiesbaden: Springer, 2016.'
ieee: 'F. Ziegele, I. Roessler, and L. Mordhorst, “Hochschultyp im Wandel? Zur zukünftigen
Rolle der Fachhochschule im deutschen Hochschulsystem,” in Jahrbuch Angewandte
Hochschulbildung 2016, J. Cai and H. Lackner, Eds. Wiesbaden: Springer, 2016,
pp. 159–174.'
mla: Ziegele, Frank, et al. “Hochschultyp Im Wandel? Zur Zukünftigen Rolle Der Fachhochschule
Im Deutschen Hochschulsystem.” Jahrbuch Angewandte Hochschulbildung 2016,
edited by Jingmin Cai and Hendrik Lackner, Springer, 2016, pp. 159–174.
short: 'F. Ziegele, I. Roessler, L. Mordhorst, in: J. Cai, H. Lackner (Eds.), Jahrbuch
Angewandte Hochschulbildung 2016, Springer, Wiesbaden, 2016, pp. 159–174.'
date_created: 2023-10-30T12:34:16Z
date_updated: 2023-11-03T14:45:25Z
editor:
- first_name: Jingmin
full_name: Cai, Jingmin
last_name: Cai
- first_name: Hendrik
full_name: Lackner, Hendrik
last_name: Lackner
extern: '1'
language:
- iso: eng
page: 159–174
place: Wiesbaden
publication: Jahrbuch Angewandte Hochschulbildung 2016
publisher: Springer
status: public
title: Hochschultyp im Wandel? Zur zukünftigen Rolle der Fachhochschule im deutschen
Hochschulsystem
type: book_chapter
user_id: '81839'
year: '2016'
...
---
_id: '48718'
author:
- first_name: Daniel
full_name: Krause, Daniel
id: '668'
last_name: Krause
orcid: orcid.org/0000-0001-5391-885X
- first_name: Alfred
full_name: Effenberg, Alfred
last_name: Effenberg
citation:
ama: Krause D, Effenberg A. Zur Einrichtung einer Ethikkommission in der Deutschen
Vereinigung für Sportwissenschaft. Ze-Phir. 2016;23(1):12-13.
apa: Krause, D., & Effenberg, A. (2016). Zur Einrichtung einer Ethikkommission
in der Deutschen Vereinigung für Sportwissenschaft. Ze-Phir, 23(1),
12–13.
bibtex: '@article{Krause_Effenberg_2016, title={Zur Einrichtung einer Ethikkommission
in der Deutschen Vereinigung für Sportwissenschaft.}, volume={23}, number={1},
journal={Ze-Phir}, author={Krause, Daniel and Effenberg, Alfred}, year={2016},
pages={12–13} }'
chicago: 'Krause, Daniel, and Alfred Effenberg. “Zur Einrichtung einer Ethikkommission
in der Deutschen Vereinigung für Sportwissenschaft.” Ze-Phir 23, no. 1
(2016): 12–13.'
ieee: D. Krause and A. Effenberg, “Zur Einrichtung einer Ethikkommission in der
Deutschen Vereinigung für Sportwissenschaft.,” Ze-Phir, vol. 23, no. 1,
pp. 12–13, 2016.
mla: Krause, Daniel, and Alfred Effenberg. “Zur Einrichtung einer Ethikkommission
in der Deutschen Vereinigung für Sportwissenschaft.” Ze-Phir, vol. 23,
no. 1, 2016, pp. 12–13.
short: D. Krause, A. Effenberg, Ze-Phir 23 (2016) 12–13.
date_created: 2023-11-08T20:41:55Z
date_updated: 2023-11-08T21:09:31Z
intvolume: ' 23'
issue: '1'
language:
- iso: ger
page: 12-13
publication: Ze-Phir
status: public
title: Zur Einrichtung einer Ethikkommission in der Deutschen Vereinigung für Sportwissenschaft.
type: journal_article
user_id: '668'
volume: 23
year: '2016'
...
---
_id: '48772'
author:
- first_name: Julia
full_name: Diederich, Julia
id: '13796'
last_name: Diederich
citation:
ama: 'Diederich J. Willi wills wissen: Wie wird man Astronaut? Wie sieht die Welt
im Weltraum aus? Geschichte erleben und verstehen: “Als Oma und Opa Kinder
waren.” 2016;(295.296).'
apa: 'Diederich, J. (2016). Willi wills wissen: Wie wird man Astronaut? Wie sieht
die Welt im Weltraum aus? Geschichte erleben und verstehen: “Als Oma und Opa
Kinder waren,” 295.296.'
bibtex: '@article{Diederich_2016, title={Willi wills wissen: Wie wird man Astronaut?
Wie sieht die Welt im Weltraum aus?}, number={295.296}, journal={Geschichte erleben
und verstehen: “Als Oma und Opa Kinder waren”}, publisher={Grundschulzeitschrift},
author={Diederich, Julia}, year={2016} }'
chicago: 'Diederich, Julia. “Willi wills wissen: Wie wird man Astronaut? Wie sieht
die Welt im Weltraum aus?” Geschichte erleben und verstehen: “Als Oma und Opa
Kinder waren,” no. 295.296 (2016).'
ieee: 'J. Diederich, “Willi wills wissen: Wie wird man Astronaut? Wie sieht die
Welt im Weltraum aus?,” Geschichte erleben und verstehen: “Als Oma und Opa
Kinder waren,” no. 295.296, 2016.'
mla: 'Diederich, Julia. “Willi wills wissen: Wie wird man Astronaut? Wie sieht die
Welt im Weltraum aus?” Geschichte erleben und verstehen: “Als Oma und Opa Kinder
waren,” no. 295.296, Grundschulzeitschrift, 2016.'
short: 'J. Diederich, Geschichte erleben und verstehen: “Als Oma und Opa Kinder
waren” (2016).'
date_created: 2023-11-10T10:36:05Z
date_updated: 2023-11-10T10:55:16Z
issue: '295.296'
language:
- iso: ger
publication: 'Geschichte erleben und verstehen: "Als Oma und Opa Kinder waren"'
publication_status: published
publisher: Grundschulzeitschrift
status: public
title: 'Willi wills wissen: Wie wird man Astronaut? Wie sieht die Welt im Weltraum
aus?'
type: journal_article
user_id: '13796'
year: '2016'
...
---
_id: '48771'
author:
- first_name: Andrea
full_name: Becher, Andrea
last_name: Becher
- first_name: Julia
full_name: Diederich, Julia
id: '13796'
last_name: Diederich
citation:
ama: 'Becher A, Diederich J. “Erzähl mir von früher!” – Kinder befragen Zeitzeugen.
Geschichte erleben und verstehen: “Als Oma und Opa Kinder waren.” 2016;(295.296).'
apa: 'Becher, A., & Diederich, J. (2016). “Erzähl mir von früher!” – Kinder
befragen Zeitzeugen. Geschichte erleben und verstehen: “Als Oma und Opa Kinder
waren,” 295.296.'
bibtex: '@article{Becher_Diederich_2016, title={“Erzähl mir von früher!” – Kinder
befragen Zeitzeugen}, number={295.296}, journal={Geschichte erleben und verstehen:
“Als Oma und Opa Kinder waren”}, publisher={Grundschulzeitschrift}, author={Becher,
Andrea and Diederich, Julia}, year={2016} }'
chicago: 'Becher, Andrea, and Julia Diederich. “‘Erzähl mir von früher!’ – Kinder
befragen Zeitzeugen.” Geschichte erleben und verstehen: “Als Oma und Opa Kinder
waren,” no. 295.296 (2016).'
ieee: 'A. Becher and J. Diederich, “‘Erzähl mir von früher!’ – Kinder befragen Zeitzeugen,”
Geschichte erleben und verstehen: “Als Oma und Opa Kinder waren,” no. 295.296,
2016.'
mla: 'Becher, Andrea, and Julia Diederich. “‘Erzähl mir von früher!’ – Kinder befragen
Zeitzeugen.” Geschichte erleben und verstehen: “Als Oma und Opa Kinder waren,”
no. 295.296, Grundschulzeitschrift, 2016.'
short: 'A. Becher, J. Diederich, Geschichte erleben und verstehen: “Als Oma und
Opa Kinder waren” (2016).'
date_created: 2023-11-10T10:34:55Z
date_updated: 2023-11-10T10:55:25Z
issue: '295.296'
language:
- iso: ger
publication: 'Geschichte erleben und verstehen: "Als Oma und Opa Kinder waren"'
publication_status: published
publisher: Grundschulzeitschrift
status: public
title: '''Erzähl mir von früher!'' – Kinder befragen Zeitzeugen'
type: journal_article
user_id: '13796'
year: '2016'
...
---
_id: '49013'
author:
- first_name: Tilman
full_name: Moritz, Tilman
id: '23692'
last_name: Moritz
citation:
ama: Moritz T. Luther zwischen Image und Imagination. Katechetische Blätter.
2016;141(14):246-247.
apa: Moritz, T. (2016). Luther zwischen Image und Imagination. Katechetische
Blätter, 141(14), 246–247.
bibtex: '@article{Moritz_2016, title={Luther zwischen Image und Imagination}, volume={141},
number={14}, journal={Katechetische Blätter}, author={Moritz, Tilman}, year={2016},
pages={246–247} }'
chicago: 'Moritz, Tilman. “Luther zwischen Image und Imagination.” Katechetische
Blätter 141, no. 14 (2016): 246–47.'
ieee: T. Moritz, “Luther zwischen Image und Imagination,” Katechetische Blätter,
vol. 141, no. 14, pp. 246–247, 2016.
mla: Moritz, Tilman. “Luther zwischen Image und Imagination.” Katechetische Blätter,
vol. 141, no. 14, 2016, pp. 246–47.
short: T. Moritz, Katechetische Blätter 141 (2016) 246–247.
date_created: 2023-11-17T09:56:08Z
date_updated: 2023-11-17T09:56:12Z
intvolume: ' 141'
issue: '14'
language:
- iso: ger
page: 246 - 247
publication: Katechetische Blätter
publication_status: published
status: public
title: Luther zwischen Image und Imagination
type: journal_article
user_id: '23692'
volume: 141
year: '2016'
...
---
_id: '49056'
abstract:
- lang: ger
text: "Erschienen anlässlich der Ausstellung Förderpreis für bildende Kunst der
Landeshauptstadt Düsseldorf 2015, 10.12.2015-24.01.2016\r\n"
author:
- first_name: Max
full_name: Schulze, Max
id: '77991'
last_name: Schulze
citation:
ama: Schulze M. EPS. Selbstverlag; 2016.
apa: Schulze, M. (2016). EPS. Selbstverlag.
bibtex: '@book{Schulze_2016, place={Düsseldorf}, title={EPS}, publisher={Selbstverlag},
author={Schulze, Max}, year={2016} }'
chicago: 'Schulze, Max. EPS. Düsseldorf: Selbstverlag, 2016.'
ieee: 'M. Schulze, EPS. Düsseldorf: Selbstverlag, 2016.'
mla: Schulze, Max. EPS. Selbstverlag, 2016.
short: M. Schulze, EPS, Selbstverlag, Düsseldorf, 2016.
date_created: 2023-11-20T09:22:48Z
date_updated: 2023-11-20T09:24:26Z
extern: '1'
language:
- iso: ger
page: '16'
place: Düsseldorf
publication_status: published
publisher: Selbstverlag
status: public
title: EPS
type: book
user_id: '77991'
year: '2016'
...
---
_id: '4929'
author:
- first_name: Uschi
full_name: Backes-Gellner, Uschi
last_name: Backes-Gellner
- first_name: Marlies
full_name: Kluike, Marlies
last_name: Kluike
- first_name: Kerstin
full_name: Pull, Kerstin
last_name: Pull
- first_name: Martin
full_name: Schneider, Martin
id: '471'
last_name: Schneider
orcid: https://orcid.org/0000-0002-6961-3716
- first_name: Silvia
full_name: Teuber, Silvia
last_name: Teuber
citation:
ama: 'Backes-Gellner U, Kluike M, Pull K, Schneider M, Teuber S. Human resource
management and radical innovation: a fuzzy-set QCA of US multinationals in Germany,
Switzerland, and the UK. Journal of Business Economics. 2016;(7):751--772.'
apa: 'Backes-Gellner, U., Kluike, M., Pull, K., Schneider, M., & Teuber, S.
(2016). Human resource management and radical innovation: a fuzzy-set QCA of US
multinationals in Germany, Switzerland, and the UK. Journal of Business Economics,
7, 751--772.'
bibtex: '@article{Backes-Gellner_Kluike_Pull_Schneider_Teuber_2016, title={Human
resource management and radical innovation: a fuzzy-set QCA of US multinationals
in Germany, Switzerland, and the UK}, number={7}, journal={Journal of Business
Economics}, author={Backes-Gellner, Uschi and Kluike, Marlies and Pull, Kerstin
and Schneider, Martin and Teuber, Silvia}, year={2016}, pages={751--772} }'
chicago: 'Backes-Gellner, Uschi, Marlies Kluike, Kerstin Pull, Martin Schneider,
and Silvia Teuber. “Human Resource Management and Radical Innovation: A Fuzzy-Set
QCA of US Multinationals in Germany, Switzerland, and the UK.” Journal of Business
Economics, no. 7 (2016): 751--772.'
ieee: 'U. Backes-Gellner, M. Kluike, K. Pull, M. Schneider, and S. Teuber, “Human
resource management and radical innovation: a fuzzy-set QCA of US multinationals
in Germany, Switzerland, and the UK,” Journal of Business Economics, no.
7, pp. 751--772, 2016.'
mla: 'Backes-Gellner, Uschi, et al. “Human Resource Management and Radical Innovation:
A Fuzzy-Set QCA of US Multinationals in Germany, Switzerland, and the UK.” Journal
of Business Economics, no. 7, 2016, pp. 751--772.'
short: U. Backes-Gellner, M. Kluike, K. Pull, M. Schneider, S. Teuber, Journal of
Business Economics (2016) 751--772.
date_created: 2018-10-26T09:37:52Z
date_updated: 2023-11-22T20:15:38Z
department:
- _id: '178'
- _id: '185'
issue: '7'
language:
- iso: eng
page: 751--772
publication: Journal of Business Economics
publication_status: published
status: public
title: 'Human resource management and radical innovation: a fuzzy-set QCA of US multinationals
in Germany, Switzerland, and the UK'
type: journal_article
user_id: '54657'
year: '2016'
...
---
_id: '49187'
author:
- first_name: Daniela
full_name: Gretz, Daniela
id: '103096'
last_name: Gretz
orcid: 0000-0003-3011-8715
citation:
ama: 'Gretz D. Poetik der Miszelle? Präliminarien zur Koevolution von periodischer
Presse und modernem Roman mit Blick auf Raabes «Stopfkuchen» und einem Ausblick
auf Fontanes «Stechlin». Colloquia Germanica: Sonderheft zu ‹Zeitschriftenliteratur
im 19. Jahrhundert›. 2016.'
apa: 'Gretz, D. (2016). Poetik der Miszelle? Präliminarien zur Koevolution von periodischer
Presse und modernem Roman mit Blick auf Raabes «Stopfkuchen» und einem Ausblick
auf Fontanes «Stechlin». Colloquia Germanica: Sonderheft zu ‹Zeitschriftenliteratur
im 19. Jahrhundert›, 49(H. 2-3).'
bibtex: '@article{Gretz_2016, title={Poetik der Miszelle? Präliminarien zur Koevolution
von periodischer Presse und modernem Roman mit Blick auf Raabes «Stopfkuchen»
und einem Ausblick auf Fontanes «Stechlin»}, volume={49}, number={H. 2-3}, journal={Colloquia
Germanica: Sonderheft zu ‹Zeitschriftenliteratur im 19. Jahrhundert›}, author={Gretz,
Daniela}, year={2016} }'
chicago: 'Gretz, Daniela. “Poetik der Miszelle? Präliminarien zur Koevolution von
periodischer Presse und modernem Roman mit Blick auf Raabes «Stopfkuchen» und
einem Ausblick auf Fontanes «Stechlin».” Colloquia Germanica: Sonderheft zu
‹Zeitschriftenliteratur im 19. Jahrhundert›, 2016.'
ieee: 'D. Gretz, “Poetik der Miszelle? Präliminarien zur Koevolution von periodischer
Presse und modernem Roman mit Blick auf Raabes «Stopfkuchen» und einem Ausblick
auf Fontanes «Stechlin»,” Colloquia Germanica: Sonderheft zu ‹Zeitschriftenliteratur
im 19. Jahrhundert›, vol. 49, no. H. 2-3, 2016.'
mla: 'Gretz, Daniela. “Poetik der Miszelle? Präliminarien zur Koevolution von periodischer
Presse und modernem Roman mit Blick auf Raabes «Stopfkuchen» und einem Ausblick
auf Fontanes «Stechlin».” Colloquia Germanica: Sonderheft zu ‹Zeitschriftenliteratur
im 19. Jahrhundert›, vol. 49, no. H. 2-3, 2016.'
short: 'D. Gretz, Colloquia Germanica: Sonderheft zu ‹Zeitschriftenliteratur im
19. Jahrhundert› 49 (2016).'
date_created: 2023-11-24T13:12:37Z
date_updated: 2023-11-24T13:12:51Z
extern: '1'
intvolume: ' 49'
issue: H. 2-3
language:
- iso: ger
page: 305−328
publication: 'Colloquia Germanica: Sonderheft zu ‹Zeitschriftenliteratur im 19. Jahrhundert›'
publication_date: '2016'
status: public
title: Poetik der Miszelle? Präliminarien zur Koevolution von periodischer Presse
und modernem Roman mit Blick auf Raabes «Stopfkuchen» und einem Ausblick auf Fontanes
«Stechlin»
type: newspaper_article
user_id: '90347'
volume: 49
year: '2016'
...