---
_id: '35578'
author:
- first_name: Timm
full_name: Faulwasser, Timm
last_name: Faulwasser
- first_name: Sergio
full_name: Lucia, Sergio
last_name: Lucia
- first_name: Moritz
full_name: Schulze Darup, Moritz
last_name: Schulze Darup
- first_name: Martin
full_name: Mönnigmann, Martin
last_name: Mönnigmann
citation:
ama: 'Faulwasser T, Lucia S, Schulze Darup M, Mönnigmann M. Teaching MPC: Which
Way to the Promised Land? IFAC-PapersOnLine. 2021;54(6):238-243. doi:10.1016/j.ifacol.2021.08.551'
apa: 'Faulwasser, T., Lucia, S., Schulze Darup, M., & Mönnigmann, M. (2021).
Teaching MPC: Which Way to the Promised Land? IFAC-PapersOnLine, 54(6),
238–243. https://doi.org/10.1016/j.ifacol.2021.08.551'
bibtex: '@article{Faulwasser_Lucia_Schulze Darup_Mönnigmann_2021, title={Teaching
MPC: Which Way to the Promised Land?}, volume={54}, DOI={10.1016/j.ifacol.2021.08.551},
number={6}, journal={IFAC-PapersOnLine}, publisher={Elsevier BV}, author={Faulwasser,
Timm and Lucia, Sergio and Schulze Darup, Moritz and Mönnigmann, Martin}, year={2021},
pages={238–243} }'
chicago: 'Faulwasser, Timm, Sergio Lucia, Moritz Schulze Darup, and Martin Mönnigmann.
“Teaching MPC: Which Way to the Promised Land?” IFAC-PapersOnLine 54, no.
6 (2021): 238–43. https://doi.org/10.1016/j.ifacol.2021.08.551.'
ieee: 'T. Faulwasser, S. Lucia, M. Schulze Darup, and M. Mönnigmann, “Teaching MPC:
Which Way to the Promised Land?,” IFAC-PapersOnLine, vol. 54, no. 6, pp.
238–243, 2021, doi: 10.1016/j.ifacol.2021.08.551.'
mla: 'Faulwasser, Timm, et al. “Teaching MPC: Which Way to the Promised Land?” IFAC-PapersOnLine,
vol. 54, no. 6, Elsevier BV, 2021, pp. 238–43, doi:10.1016/j.ifacol.2021.08.551.'
short: T. Faulwasser, S. Lucia, M. Schulze Darup, M. Mönnigmann, IFAC-PapersOnLine
54 (2021) 238–243.
date_created: 2023-01-09T16:35:32Z
date_updated: 2023-01-09T16:43:08Z
department:
- _id: '622'
doi: 10.1016/j.ifacol.2021.08.551
extern: '1'
intvolume: ' 54'
issue: '6'
keyword:
- Control and Systems Engineering
language:
- iso: eng
page: 238-243
publication: IFAC-PapersOnLine
publication_identifier:
issn:
- 2405-8963
publication_status: published
publisher: Elsevier BV
status: public
title: 'Teaching MPC: Which Way to the Promised Land?'
type: journal_article
user_id: '158'
volume: 54
year: '2021'
...
---
_id: '35579'
author:
- first_name: Moritz
full_name: Schulze Darup, Moritz
last_name: Schulze Darup
- first_name: Gerrit
full_name: Book, Gerrit
last_name: Book
citation:
ama: 'Schulze Darup M, Book G. On Closed-Loop Dynamics of ADMM-Based MPC. In: Recent
Advances in Model Predictive Control. Springer International Publishing; 2021.
doi:10.1007/978-3-030-63281-6_5'
apa: Schulze Darup, M., & Book, G. (2021). On Closed-Loop Dynamics of ADMM-Based
MPC. In Recent Advances in Model Predictive Control. Springer International
Publishing. https://doi.org/10.1007/978-3-030-63281-6_5
bibtex: '@inbook{Schulze Darup_Book_2021, place={Cham}, title={On Closed-Loop Dynamics
of ADMM-Based MPC}, DOI={10.1007/978-3-030-63281-6_5},
booktitle={Recent Advances in Model Predictive Control}, publisher={Springer International
Publishing}, author={Schulze Darup, Moritz and Book, Gerrit}, year={2021} }'
chicago: 'Schulze Darup, Moritz, and Gerrit Book. “On Closed-Loop Dynamics of ADMM-Based
MPC.” In Recent Advances in Model Predictive Control. Cham: Springer International
Publishing, 2021. https://doi.org/10.1007/978-3-030-63281-6_5.'
ieee: 'M. Schulze Darup and G. Book, “On Closed-Loop Dynamics of ADMM-Based MPC,”
in Recent Advances in Model Predictive Control, Cham: Springer International
Publishing, 2021.'
mla: Schulze Darup, Moritz, and Gerrit Book. “On Closed-Loop Dynamics of ADMM-Based
MPC.” Recent Advances in Model Predictive Control, Springer International
Publishing, 2021, doi:10.1007/978-3-030-63281-6_5.
short: 'M. Schulze Darup, G. Book, in: Recent Advances in Model Predictive Control,
Springer International Publishing, Cham, 2021.'
date_created: 2023-01-09T16:36:18Z
date_updated: 2023-01-09T16:43:02Z
department:
- _id: '622'
doi: 10.1007/978-3-030-63281-6_5
extern: '1'
language:
- iso: eng
place: Cham
publication: Recent Advances in Model Predictive Control
publication_identifier:
isbn:
- '9783030632809'
- '9783030632816'
issn:
- 0170-8643
- 1610-7411
publication_status: published
publisher: Springer International Publishing
status: public
title: On Closed-Loop Dynamics of ADMM-Based MPC
type: book_chapter
user_id: '158'
year: '2021'
...
---
_id: '35571'
author:
- first_name: Moritz
full_name: Schulze Darup, Moritz
last_name: Schulze Darup
- first_name: Gerrit
full_name: Book, Gerrit
last_name: Book
- first_name: Daniel E.
full_name: Quevedo, Daniel E.
last_name: Quevedo
- first_name: Masaaki
full_name: Nagahara, Masaaki
last_name: Nagahara
citation:
ama: Schulze Darup M, Book G, Quevedo DE, Nagahara M. Fast Hands-Off Control Using
ADMM Real-Time Iterations. IEEE Transactions on Automatic Control. 2021;67(10):5416-5423.
doi:10.1109/tac.2021.3121255
apa: Schulze Darup, M., Book, G., Quevedo, D. E., & Nagahara, M. (2021). Fast
Hands-Off Control Using ADMM Real-Time Iterations. IEEE Transactions on Automatic
Control, 67(10), 5416–5423. https://doi.org/10.1109/tac.2021.3121255
bibtex: '@article{Schulze Darup_Book_Quevedo_Nagahara_2021, title={Fast Hands-Off
Control Using ADMM Real-Time Iterations}, volume={67}, DOI={10.1109/tac.2021.3121255},
number={10}, journal={IEEE Transactions on Automatic Control}, publisher={Institute
of Electrical and Electronics Engineers (IEEE)}, author={Schulze Darup, Moritz
and Book, Gerrit and Quevedo, Daniel E. and Nagahara, Masaaki}, year={2021}, pages={5416–5423}
}'
chicago: 'Schulze Darup, Moritz, Gerrit Book, Daniel E. Quevedo, and Masaaki Nagahara.
“Fast Hands-Off Control Using ADMM Real-Time Iterations.” IEEE Transactions
on Automatic Control 67, no. 10 (2021): 5416–23. https://doi.org/10.1109/tac.2021.3121255.'
ieee: 'M. Schulze Darup, G. Book, D. E. Quevedo, and M. Nagahara, “Fast Hands-Off
Control Using ADMM Real-Time Iterations,” IEEE Transactions on Automatic Control,
vol. 67, no. 10, pp. 5416–5423, 2021, doi: 10.1109/tac.2021.3121255.'
mla: Schulze Darup, Moritz, et al. “Fast Hands-Off Control Using ADMM Real-Time
Iterations.” IEEE Transactions on Automatic Control, vol. 67, no. 10, Institute
of Electrical and Electronics Engineers (IEEE), 2021, pp. 5416–23, doi:10.1109/tac.2021.3121255.
short: M. Schulze Darup, G. Book, D.E. Quevedo, M. Nagahara, IEEE Transactions on
Automatic Control 67 (2021) 5416–5423.
date_created: 2023-01-09T16:30:33Z
date_updated: 2023-01-09T16:43:33Z
department:
- _id: '622'
doi: 10.1109/tac.2021.3121255
extern: '1'
intvolume: ' 67'
issue: '10'
keyword:
- Electrical and Electronic Engineering
- Computer Science Applications
- Control and Systems Engineering
language:
- iso: eng
page: 5416-5423
publication: IEEE Transactions on Automatic Control
publication_identifier:
issn:
- 0018-9286
- 1558-2523
- 2334-3303
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: Fast Hands-Off Control Using ADMM Real-Time Iterations
type: journal_article
user_id: '158'
volume: 67
year: '2021'
...
---
_id: '35572'
author:
- first_name: Nils
full_name: Schluter, Nils
last_name: Schluter
- first_name: Moritz Schulze
full_name: Darup, Moritz Schulze
last_name: Darup
citation:
ama: Schluter N, Darup MS. On the Stability of Linear Dynamic Controllers With Integer
Coefficients. IEEE Transactions on Automatic Control. 2021;67(10):5610-5613.
doi:10.1109/tac.2021.3131126
apa: Schluter, N., & Darup, M. S. (2021). On the Stability of Linear Dynamic
Controllers With Integer Coefficients. IEEE Transactions on Automatic Control,
67(10), 5610–5613. https://doi.org/10.1109/tac.2021.3131126
bibtex: '@article{Schluter_Darup_2021, title={On the Stability of Linear Dynamic
Controllers With Integer Coefficients}, volume={67}, DOI={10.1109/tac.2021.3131126},
number={10}, journal={IEEE Transactions on Automatic Control}, publisher={Institute
of Electrical and Electronics Engineers (IEEE)}, author={Schluter, Nils and Darup,
Moritz Schulze}, year={2021}, pages={5610–5613} }'
chicago: 'Schluter, Nils, and Moritz Schulze Darup. “On the Stability of Linear
Dynamic Controllers With Integer Coefficients.” IEEE Transactions on Automatic
Control 67, no. 10 (2021): 5610–13. https://doi.org/10.1109/tac.2021.3131126.'
ieee: 'N. Schluter and M. S. Darup, “On the Stability of Linear Dynamic Controllers
With Integer Coefficients,” IEEE Transactions on Automatic Control, vol.
67, no. 10, pp. 5610–5613, 2021, doi: 10.1109/tac.2021.3131126.'
mla: Schluter, Nils, and Moritz Schulze Darup. “On the Stability of Linear Dynamic
Controllers With Integer Coefficients.” IEEE Transactions on Automatic Control,
vol. 67, no. 10, Institute of Electrical and Electronics Engineers (IEEE), 2021,
pp. 5610–13, doi:10.1109/tac.2021.3131126.
short: N. Schluter, M.S. Darup, IEEE Transactions on Automatic Control 67 (2021)
5610–5613.
date_created: 2023-01-09T16:31:10Z
date_updated: 2023-01-09T16:43:28Z
department:
- _id: '622'
doi: 10.1109/tac.2021.3131126
extern: '1'
intvolume: ' 67'
issue: '10'
keyword:
- Electrical and Electronic Engineering
- Computer Science Applications
- Control and Systems Engineering
language:
- iso: eng
page: 5610-5613
publication: IEEE Transactions on Automatic Control
publication_identifier:
issn:
- 0018-9286
- 1558-2523
- 2334-3303
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: On the Stability of Linear Dynamic Controllers With Integer Coefficients
type: journal_article
user_id: '158'
volume: 67
year: '2021'
...
---
_id: '35561'
author:
- first_name: Moritz Schulze
full_name: Darup, Moritz Schulze
last_name: Darup
citation:
ama: Darup MS. Encrypted MPC based on ADMM real-time iterations. IFAC-PapersOnLine.
2021;53(2):3508-3514. doi:10.1016/j.ifacol.2020.12.1708
apa: Darup, M. S. (2021). Encrypted MPC based on ADMM real-time iterations. IFAC-PapersOnLine,
53(2), 3508–3514. https://doi.org/10.1016/j.ifacol.2020.12.1708
bibtex: '@article{Darup_2021, title={Encrypted MPC based on ADMM real-time iterations},
volume={53}, DOI={10.1016/j.ifacol.2020.12.1708},
number={2}, journal={IFAC-PapersOnLine}, publisher={Elsevier BV}, author={Darup,
Moritz Schulze}, year={2021}, pages={3508–3514} }'
chicago: 'Darup, Moritz Schulze. “Encrypted MPC Based on ADMM Real-Time Iterations.”
IFAC-PapersOnLine 53, no. 2 (2021): 3508–14. https://doi.org/10.1016/j.ifacol.2020.12.1708.'
ieee: 'M. S. Darup, “Encrypted MPC based on ADMM real-time iterations,” IFAC-PapersOnLine,
vol. 53, no. 2, pp. 3508–3514, 2021, doi: 10.1016/j.ifacol.2020.12.1708.'
mla: Darup, Moritz Schulze. “Encrypted MPC Based on ADMM Real-Time Iterations.”
IFAC-PapersOnLine, vol. 53, no. 2, Elsevier BV, 2021, pp. 3508–14, doi:10.1016/j.ifacol.2020.12.1708.
short: M.S. Darup, IFAC-PapersOnLine 53 (2021) 3508–3514.
date_created: 2023-01-09T16:18:22Z
date_updated: 2023-01-09T16:43:38Z
department:
- _id: '622'
doi: 10.1016/j.ifacol.2020.12.1708
extern: '1'
intvolume: ' 53'
issue: '2'
keyword:
- Control and Systems Engineering
language:
- iso: eng
page: 3508-3514
publication: IFAC-PapersOnLine
publication_identifier:
issn:
- 2405-8963
publication_status: published
publisher: Elsevier BV
status: public
title: Encrypted MPC based on ADMM real-time iterations
type: journal_article
user_id: '158'
volume: 53
year: '2021'
...
---
_id: '35555'
author:
- first_name: Nils
full_name: Schluter, Nils
last_name: Schluter
- first_name: Moritz
full_name: Schulze Darup, Moritz
last_name: Schulze Darup
citation:
ama: 'Schluter N, Schulze Darup M. Encrypted explicit MPC based on two-party computation
and convex controller decomposition. In: 2020 59th IEEE Conference on Decision
and Control (CDC). IEEE; 2021. doi:10.1109/cdc42340.2020.9304078'
apa: Schluter, N., & Schulze Darup, M. (2021). Encrypted explicit MPC based
on two-party computation and convex controller decomposition. 2020 59th IEEE
Conference on Decision and Control (CDC). https://doi.org/10.1109/cdc42340.2020.9304078
bibtex: '@inproceedings{Schluter_Schulze Darup_2021, title={Encrypted explicit MPC
based on two-party computation and convex controller decomposition}, DOI={10.1109/cdc42340.2020.9304078},
booktitle={2020 59th IEEE Conference on Decision and Control (CDC)}, publisher={IEEE},
author={Schluter, Nils and Schulze Darup, Moritz}, year={2021} }'
chicago: Schluter, Nils, and Moritz Schulze Darup. “Encrypted Explicit MPC Based
on Two-Party Computation and Convex Controller Decomposition.” In 2020 59th
IEEE Conference on Decision and Control (CDC). IEEE, 2021. https://doi.org/10.1109/cdc42340.2020.9304078.
ieee: 'N. Schluter and M. Schulze Darup, “Encrypted explicit MPC based on two-party
computation and convex controller decomposition,” 2021, doi: 10.1109/cdc42340.2020.9304078.'
mla: Schluter, Nils, and Moritz Schulze Darup. “Encrypted Explicit MPC Based on
Two-Party Computation and Convex Controller Decomposition.” 2020 59th IEEE
Conference on Decision and Control (CDC), IEEE, 2021, doi:10.1109/cdc42340.2020.9304078.
short: 'N. Schluter, M. Schulze Darup, in: 2020 59th IEEE Conference on Decision
and Control (CDC), IEEE, 2021.'
date_created: 2023-01-09T16:12:10Z
date_updated: 2023-01-09T16:43:58Z
department:
- _id: '622'
doi: 10.1109/cdc42340.2020.9304078
extern: '1'
language:
- iso: eng
publication: 2020 59th IEEE Conference on Decision and Control (CDC)
publication_status: published
publisher: IEEE
status: public
title: Encrypted explicit MPC based on two-party computation and convex controller
decomposition
type: conference
user_id: '158'
year: '2021'
...
---
_id: '35589'
author:
- first_name: Tomislav
full_name: Dragicevic, Tomislav
last_name: Dragicevic
- first_name: Alessandra
full_name: Parisio, Alessandra
last_name: Parisio
- first_name: Jose
full_name: Rodriguez, Jose
last_name: Rodriguez
- first_name: Colin
full_name: Jones, Colin
last_name: Jones
- first_name: Daniel
full_name: Quevedo, Daniel
last_name: Quevedo
- first_name: Luca
full_name: Ferrarini, Luca
last_name: Ferrarini
- first_name: Matthias
full_name: Preindl, Matthias
last_name: Preindl
- first_name: Qobad
full_name: Shafiee, Qobad
last_name: Shafiee
- first_name: Thomas
full_name: Morstyn, Thomas
last_name: Morstyn
citation:
ama: Dragicevic T, Parisio A, Rodriguez J, et al. Guest Editorial Model Predictive
Control in Energy Conversion Systems. IEEE Transactions on Energy Conversion.
2021;36(2):1311-1312. doi:10.1109/tec.2021.3076279
apa: Dragicevic, T., Parisio, A., Rodriguez, J., Jones, C., Quevedo, D., Ferrarini,
L., Preindl, M., Shafiee, Q., & Morstyn, T. (2021). Guest Editorial Model
Predictive Control in Energy Conversion Systems. IEEE Transactions on Energy
Conversion, 36(2), 1311–1312. https://doi.org/10.1109/tec.2021.3076279
bibtex: '@article{Dragicevic_Parisio_Rodriguez_Jones_Quevedo_Ferrarini_Preindl_Shafiee_Morstyn_2021,
title={Guest Editorial Model Predictive Control in Energy Conversion Systems},
volume={36}, DOI={10.1109/tec.2021.3076279},
number={2}, journal={IEEE Transactions on Energy Conversion}, publisher={Institute
of Electrical and Electronics Engineers (IEEE)}, author={Dragicevic, Tomislav
and Parisio, Alessandra and Rodriguez, Jose and Jones, Colin and Quevedo, Daniel
and Ferrarini, Luca and Preindl, Matthias and Shafiee, Qobad and Morstyn, Thomas},
year={2021}, pages={1311–1312} }'
chicago: 'Dragicevic, Tomislav, Alessandra Parisio, Jose Rodriguez, Colin Jones,
Daniel Quevedo, Luca Ferrarini, Matthias Preindl, Qobad Shafiee, and Thomas Morstyn.
“Guest Editorial Model Predictive Control in Energy Conversion Systems.” IEEE
Transactions on Energy Conversion 36, no. 2 (2021): 1311–12. https://doi.org/10.1109/tec.2021.3076279.'
ieee: 'T. Dragicevic et al., “Guest Editorial Model Predictive Control in
Energy Conversion Systems,” IEEE Transactions on Energy Conversion, vol.
36, no. 2, pp. 1311–1312, 2021, doi: 10.1109/tec.2021.3076279.'
mla: Dragicevic, Tomislav, et al. “Guest Editorial Model Predictive Control in Energy
Conversion Systems.” IEEE Transactions on Energy Conversion, vol. 36, no.
2, Institute of Electrical and Electronics Engineers (IEEE), 2021, pp. 1311–12,
doi:10.1109/tec.2021.3076279.
short: T. Dragicevic, A. Parisio, J. Rodriguez, C. Jones, D. Quevedo, L. Ferrarini,
M. Preindl, Q. Shafiee, T. Morstyn, IEEE Transactions on Energy Conversion 36
(2021) 1311–1312.
date_created: 2023-01-09T16:49:08Z
date_updated: 2023-01-09T16:49:23Z
department:
- _id: '57'
doi: 10.1109/tec.2021.3076279
intvolume: ' 36'
issue: '2'
keyword:
- Electrical and Electronic Engineering
- Energy Engineering and Power Technology
language:
- iso: eng
page: 1311-1312
publication: IEEE Transactions on Energy Conversion
publication_identifier:
issn:
- 0885-8969
- 1558-0059
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: Guest Editorial Model Predictive Control in Energy Conversion Systems
type: journal_article
user_id: '158'
volume: 36
year: '2021'
...
---
_id: '35588'
abstract:
- lang: eng
text: "We consider the joint design of control and scheduling under stochastic\r\nDenial-of-Service
(DoS) attacks in the context of networked control systems. A\r\nsensor takes measurements
of the system output and forwards its dynamic state\r\nestimates to a remote controller
over a packet-dropping link. The controller\r\ndetermines the optimal control
law for the process using the estimates it\r\nreceives. An attacker aims at degrading
the control performance by increasing\r\nthe packet-dropout rate with a DoS attack
towards the sensor-controller\r\nchannel. We assume both the controller and the
attacker are rational in a\r\ngame-theoretic sense and establish a partially observable
stochastic game to\r\nderive the optimal joint design of scheduling and control.
Using dynamic\r\nprogramming we prove that the control and scheduling policies
can be designed\r\nseparately without sacrificing optimality, making the problem
equivalent to a\r\ncomplete information game. We employ Nash Q-learning to solve
the problem and\r\nprove that the solution is guaranteed to constitute an $\\epsilon$-Nash\r\nequilibrium.
Numerical examples are provided to illustrate the tradeoffs\r\nbetween control
performance and communication cost."
author:
- first_name: Jingyi
full_name: Lu, Jingyi
last_name: Lu
- first_name: Daniel E.
full_name: Quevedo, Daniel E.
last_name: Quevedo
citation:
ama: Lu J, Quevedo DE. A Jointly Optimal Design of Control and Scheduling in Networked
Systems under Denial-of-Service Attacks. arXiv:210305893. Published online
2021.
apa: Lu, J., & Quevedo, D. E. (2021). A Jointly Optimal Design of Control and
Scheduling in Networked Systems under Denial-of-Service Attacks. In arXiv:2103.05893.
bibtex: '@article{Lu_Quevedo_2021, title={A Jointly Optimal Design of Control and
Scheduling in Networked Systems under Denial-of-Service Attacks}, journal={arXiv:2103.05893},
author={Lu, Jingyi and Quevedo, Daniel E.}, year={2021} }'
chicago: Lu, Jingyi, and Daniel E. Quevedo. “A Jointly Optimal Design of Control
and Scheduling in Networked Systems under Denial-of-Service Attacks.” ArXiv:2103.05893,
2021.
ieee: J. Lu and D. E. Quevedo, “A Jointly Optimal Design of Control and Scheduling
in Networked Systems under Denial-of-Service Attacks,” arXiv:2103.05893.
2021.
mla: Lu, Jingyi, and Daniel E. Quevedo. “A Jointly Optimal Design of Control and
Scheduling in Networked Systems under Denial-of-Service Attacks.” ArXiv:2103.05893,
2021.
short: J. Lu, D.E. Quevedo, ArXiv:2103.05893 (2021).
date_created: 2023-01-09T16:48:44Z
date_updated: 2023-01-09T18:04:57Z
department:
- _id: '57'
external_id:
arxiv:
- '2103.05893'
language:
- iso: eng
publication: arXiv:2103.05893
status: public
title: A Jointly Optimal Design of Control and Scheduling in Networked Systems under
Denial-of-Service Attacks
type: preprint
user_id: '158'
year: '2021'
...
---
_id: '34818'
article_number: '101687'
article_type: original
author:
- first_name: Maximilian
full_name: Hanusch, Maximilian
id: '30905'
last_name: Hanusch
citation:
ama: Hanusch M. Symmetries of analytic curves. Differential Geometry and its
Applications. 2021;74. doi:10.1016/j.difgeo.2020.101687
apa: Hanusch, M. (2021). Symmetries of analytic curves. Differential Geometry
and Its Applications, 74, Article 101687. https://doi.org/10.1016/j.difgeo.2020.101687
bibtex: '@article{Hanusch_2021, title={Symmetries of analytic curves}, volume={74},
DOI={10.1016/j.difgeo.2020.101687},
number={101687}, journal={Differential Geometry and its Applications}, publisher={Elsevier
BV}, author={Hanusch, Maximilian}, year={2021} }'
chicago: Hanusch, Maximilian. “Symmetries of Analytic Curves.” Differential Geometry
and Its Applications 74 (2021). https://doi.org/10.1016/j.difgeo.2020.101687.
ieee: 'M. Hanusch, “Symmetries of analytic curves,” Differential Geometry and
its Applications, vol. 74, Art. no. 101687, 2021, doi: 10.1016/j.difgeo.2020.101687.'
mla: Hanusch, Maximilian. “Symmetries of Analytic Curves.” Differential Geometry
and Its Applications, vol. 74, 101687, Elsevier BV, 2021, doi:10.1016/j.difgeo.2020.101687.
short: M. Hanusch, Differential Geometry and Its Applications 74 (2021).
date_created: 2022-12-22T09:20:30Z
date_updated: 2023-01-09T18:07:26Z
department:
- _id: '93'
doi: 10.1016/j.difgeo.2020.101687
extern: '1'
intvolume: ' 74'
keyword:
- Geometry and Topology
- Analysis
language:
- iso: eng
publication: Differential Geometry and its Applications
publication_identifier:
issn:
- 0926-2245
publication_status: published
publisher: Elsevier BV
status: public
title: Symmetries of analytic curves
type: journal_article
user_id: '30905'
volume: 74
year: '2021'
...
---
_id: '32401'
author:
- first_name: Jan Niklas
full_name: Siemer, Jan Niklas
last_name: Siemer
citation:
ama: Siemer JN. Lattice Reductions and Their Applications to Cryptographic Systems.;
2021.
apa: Siemer, J. N. (2021). Lattice reductions and their applications to cryptographic
systems.
bibtex: '@book{Siemer_2021, title={Lattice reductions and their applications to
cryptographic systems}, author={Siemer, Jan Niklas}, year={2021} }'
chicago: Siemer, Jan Niklas. Lattice Reductions and Their Applications to Cryptographic
Systems, 2021.
ieee: J. N. Siemer, Lattice reductions and their applications to cryptographic
systems. 2021.
mla: Siemer, Jan Niklas. Lattice Reductions and Their Applications to Cryptographic
Systems. 2021.
short: J.N. Siemer, Lattice Reductions and Their Applications to Cryptographic Systems,
2021.
date_created: 2022-07-20T11:40:28Z
date_updated: 2023-01-10T10:49:33Z
department:
- _id: '64'
language:
- iso: eng
status: public
supervisor:
- first_name: Johannes
full_name: Blömer, Johannes
id: '23'
last_name: Blömer
title: Lattice reductions and their applications to cryptographic systems
type: bachelorsthesis
user_id: '47434'
year: '2021'
...
---
_id: '32400'
author:
- first_name: Anonymous
full_name: Anonymous, Anonymous
last_name: Anonymous
citation:
ama: Anonymous A. Performance Analysis of FHE Libraries.; 2021.
apa: Anonymous, A. (2021). Performance Analysis of FHE Libraries.
bibtex: '@book{Anonymous_2021, title={Performance Analysis of FHE Libraries}, author={Anonymous,
Anonymous}, year={2021} }'
chicago: Anonymous, Anonymous. Performance Analysis of FHE Libraries, 2021.
ieee: A. Anonymous, Performance Analysis of FHE Libraries. 2021.
mla: Anonymous, Anonymous. Performance Analysis of FHE Libraries. 2021.
short: A. Anonymous, Performance Analysis of FHE Libraries, 2021.
date_created: 2022-07-20T11:37:41Z
date_updated: 2023-01-10T11:54:39Z
department:
- _id: '64'
language:
- iso: eng
status: public
supervisor:
- first_name: Johannes
full_name: Blömer, Johannes
id: '23'
last_name: Blömer
title: Performance Analysis of FHE Libraries
type: mastersthesis
user_id: '47434'
year: '2021'
...
---
_id: '35889'
abstract:
- lang: eng
text: Network and service coordination is important to provide modern services consisting
of multiple interconnected components, e.g., in 5G, network function virtualization
(NFV), or cloud and edge computing. In this paper, I outline my dissertation research,
which proposes six approaches to automate such network and service coordination.
All approaches dynamically react to the current demand and optimize coordination
for high service quality and low costs. The approaches range from centralized
to distributed methods and from conventional heuristic algorithms and mixed-integer
linear programs to machine learning approaches using supervised and reinforcement
learning. I briefly discuss their main ideas and advantages over other state-of-the-art
approaches and compare strengths and weaknesses.
author:
- first_name: Stefan Balthasar
full_name: Schneider, Stefan Balthasar
id: '35343'
last_name: Schneider
orcid: 0000-0001-8210-4011
citation:
ama: Schneider SB. Conventional and Machine Learning Approaches for Network and
Service Coordination.; 2021.
apa: Schneider, S. B. (2021). Conventional and Machine Learning Approaches for
Network and Service Coordination.
bibtex: '@book{Schneider_2021, title={Conventional and Machine Learning Approaches
for Network and Service Coordination}, author={Schneider, Stefan Balthasar}, year={2021}
}'
chicago: Schneider, Stefan Balthasar. Conventional and Machine Learning Approaches
for Network and Service Coordination, 2021.
ieee: S. B. Schneider, Conventional and Machine Learning Approaches for Network
and Service Coordination. 2021.
mla: Schneider, Stefan Balthasar. Conventional and Machine Learning Approaches
for Network and Service Coordination. 2021.
short: S.B. Schneider, Conventional and Machine Learning Approaches for Network
and Service Coordination, 2021.
date_created: 2023-01-10T15:08:50Z
date_updated: 2023-01-10T15:09:05Z
ddc:
- '004'
department:
- _id: '75'
file:
- access_level: open_access
content_type: application/pdf
creator: stschn
date_created: 2023-01-10T15:07:03Z
date_updated: 2023-01-10T15:07:03Z
file_id: '35890'
file_name: main.pdf
file_size: 133340
relation: main_file
file_date_updated: 2023-01-10T15:07:03Z
has_accepted_license: '1'
keyword:
- nfv
- coordination
- machine learning
- reinforcement learning
- phd
- digest
language:
- iso: eng
oa: '1'
project:
- _id: '1'
name: 'SFB 901: SFB 901'
- _id: '4'
name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '16'
name: 'SFB 901 - C4: SFB 901 - Subproject C4'
status: public
title: Conventional and Machine Learning Approaches for Network and Service Coordination
type: working_paper
user_id: '35343'
year: '2021'
...
---
_id: '35752'
author:
- first_name: Daniel
full_name: Frischemeier, Daniel
last_name: Frischemeier
- first_name: Susanne
full_name: Podworny, Susanne
last_name: Podworny
- first_name: Rolf
full_name: Biehler, Rolf
id: '16274'
last_name: Biehler
citation:
ama: 'Frischemeier D, Podworny S, Biehler R. Integration fachwissenschaftlicher
und fachdidaktischer Komponenten in der Lehramtsausbildung Mathematik Grundschule
am Beispiel einer Veranstaltung zur Leitidee „Daten, Häufigkeit und Wahrscheinlichkeit“.
In: Biehler R, Eichler A, Hochmuth R, Rach S, Schaper N, eds. Konzepte und
Studien Lehrinnovationen in der Hochschulmathematik . Konzepte und Studien zur
Hochschuldidaktik und Lehrerbildung Mathematikzur Hochschuldidaktik und Lehrerbildung
Mathematik. Springer Spektrum; 2021:227-249. doi:10.1007/978-3-662-62854-6_11'
apa: Frischemeier, D., Podworny, S., & Biehler, R. (2021). Integration fachwissenschaftlicher
und fachdidaktischer Komponenten in der Lehramtsausbildung Mathematik Grundschule
am Beispiel einer Veranstaltung zur Leitidee „Daten, Häufigkeit und Wahrscheinlichkeit“.
In R. Biehler, A. Eichler, R. Hochmuth, S. Rach, & N. Schaper (Eds.), Konzepte
und Studien Lehrinnovationen in der Hochschulmathematik . Konzepte und Studien
zur Hochschuldidaktik und Lehrerbildung Mathematikzur Hochschuldidaktik und Lehrerbildung
Mathematik (pp. 227–249). Springer Spektrum. https://doi.org/10.1007/978-3-662-62854-6_11
bibtex: '@inbook{Frischemeier_Podworny_Biehler_2021, place={Berlin, Heidelberg},
title={Integration fachwissenschaftlicher und fachdidaktischer Komponenten in
der Lehramtsausbildung Mathematik Grundschule am Beispiel einer Veranstaltung
zur Leitidee „Daten, Häufigkeit und Wahrscheinlichkeit“}, DOI={10.1007/978-3-662-62854-6_11},
booktitle={Konzepte und Studien Lehrinnovationen in der Hochschulmathematik .
Konzepte und Studien zur Hochschuldidaktik und Lehrerbildung Mathematikzur Hochschuldidaktik
und Lehrerbildung Mathematik}, publisher={Springer Spektrum}, author={Frischemeier,
Daniel and Podworny, Susanne and Biehler, Rolf}, editor={Biehler, Rolf and Eichler,
Andreas and Hochmuth, Reinhard and Rach, Stefanie and Schaper, Niclas}, year={2021},
pages={227–249} }'
chicago: 'Frischemeier, Daniel, Susanne Podworny, and Rolf Biehler. “Integration
fachwissenschaftlicher und fachdidaktischer Komponenten in der Lehramtsausbildung
Mathematik Grundschule am Beispiel einer Veranstaltung zur Leitidee „Daten, Häufigkeit
und Wahrscheinlichkeit“.” In Konzepte und Studien Lehrinnovationen in der Hochschulmathematik
. Konzepte und Studien zur Hochschuldidaktik und Lehrerbildung Mathematikzur Hochschuldidaktik
und Lehrerbildung Mathematik, edited by Rolf Biehler, Andreas Eichler, Reinhard
Hochmuth, Stefanie Rach, and Niclas Schaper, 227–49. Berlin, Heidelberg: Springer
Spektrum, 2021. https://doi.org/10.1007/978-3-662-62854-6_11.'
ieee: 'D. Frischemeier, S. Podworny, and R. Biehler, “Integration fachwissenschaftlicher
und fachdidaktischer Komponenten in der Lehramtsausbildung Mathematik Grundschule
am Beispiel einer Veranstaltung zur Leitidee „Daten, Häufigkeit und Wahrscheinlichkeit“,”
in Konzepte und Studien Lehrinnovationen in der Hochschulmathematik . Konzepte
und Studien zur Hochschuldidaktik und Lehrerbildung Mathematikzur Hochschuldidaktik
und Lehrerbildung Mathematik, R. Biehler, A. Eichler, R. Hochmuth, S. Rach,
and N. Schaper, Eds. Berlin, Heidelberg: Springer Spektrum, 2021, pp. 227–249.'
mla: Frischemeier, Daniel, et al. “Integration fachwissenschaftlicher und fachdidaktischer
Komponenten in der Lehramtsausbildung Mathematik Grundschule am Beispiel einer
Veranstaltung zur Leitidee „Daten, Häufigkeit und Wahrscheinlichkeit“.” Konzepte
und Studien Lehrinnovationen in der Hochschulmathematik . Konzepte und Studien
zur Hochschuldidaktik und Lehrerbildung Mathematikzur Hochschuldidaktik und Lehrerbildung
Mathematik, edited by Rolf Biehler et al., Springer Spektrum, 2021, pp. 227–49,
doi:10.1007/978-3-662-62854-6_11.
short: 'D. Frischemeier, S. Podworny, R. Biehler, in: R. Biehler, A. Eichler, R.
Hochmuth, S. Rach, N. Schaper (Eds.), Konzepte und Studien Lehrinnovationen in
der Hochschulmathematik . Konzepte und Studien zur Hochschuldidaktik und Lehrerbildung
Mathematikzur Hochschuldidaktik und Lehrerbildung Mathematik, Springer Spektrum,
Berlin, Heidelberg, 2021, pp. 227–249.'
date_created: 2023-01-10T10:19:01Z
date_updated: 2023-01-11T10:10:08Z
department:
- _id: '34'
- _id: '10'
- _id: '97'
doi: 10.1007/978-3-662-62854-6_11
editor:
- first_name: Rolf
full_name: Biehler, Rolf
last_name: Biehler
- first_name: Andreas
full_name: Eichler, Andreas
last_name: Eichler
- first_name: Reinhard
full_name: Hochmuth, Reinhard
last_name: Hochmuth
- first_name: Stefanie
full_name: Rach, Stefanie
last_name: Rach
- first_name: Niclas
full_name: Schaper, Niclas
last_name: Schaper
language:
- iso: ger
page: 227-249
place: Berlin, Heidelberg
publication: Konzepte und Studien Lehrinnovationen in der Hochschulmathematik . Konzepte
und Studien zur Hochschuldidaktik und Lehrerbildung Mathematikzur Hochschuldidaktik
und Lehrerbildung Mathematik
publication_identifier:
isbn:
- '9783662628539'
- '9783662628546'
issn:
- 2197-8751
- 2197-876X
publication_status: published
publisher: Springer Spektrum
status: public
title: Integration fachwissenschaftlicher und fachdidaktischer Komponenten in der
Lehramtsausbildung Mathematik Grundschule am Beispiel einer Veranstaltung zur Leitidee
„Daten, Häufigkeit und Wahrscheinlichkeit“
type: book_chapter
user_id: '37888'
year: '2021'
...
---
_id: '47605'
abstract:
- lang: ger
text: In diesem Beitrag werden die Elemente „Begleitseminar“ und „Begleitforschungsseminar“
des Praxissemesters für Lehramtsstudierende der beruflichen Fachrichtungen Maschinenbautechnik
und Elektrotechnik an der Universität Paderborn im Hinblick auf die Veränderungen
durch die Covid-19-Pandemie erläutert.
author:
- first_name: Gabriela
full_name: Jonas-Ahrend, Gabriela
id: '77633'
last_name: Jonas-Ahrend
orcid: 0000-0003-3898-954X
- first_name: Mats
full_name: Vernholz, Mats
last_name: Vernholz
- first_name: Katrin
full_name: Temmen, Katrin
last_name: Temmen
citation:
ama: 'Jonas-Ahrend G, Vernholz M, Temmen K. Digitale Begleitseminare im Praxissemester
der gewerblich-technischen Fachrichtungen. In: ; 2021.'
apa: 'Jonas-Ahrend, G., Vernholz, M., & Temmen, K. (2021). Digitale Begleitseminare
im Praxissemester der gewerblich-technischen Fachrichtungen. QLB Programmworkshop:
Quo Vadis Berufliche Lehrerbildung? Lehrerinnen und Lehrer für berufliche Schulen
ausbilden: Herausforderungen, Ansatzpunkte, Zwischenergebnisse, Osnabrück.'
bibtex: '@inproceedings{Jonas-Ahrend_Vernholz_Temmen_2021, title={Digitale Begleitseminare
im Praxissemester der gewerblich-technischen Fachrichtungen}, author={Jonas-Ahrend,
Gabriela and Vernholz, Mats and Temmen, Katrin}, year={2021} }'
chicago: Jonas-Ahrend, Gabriela, Mats Vernholz, and Katrin Temmen. “Digitale Begleitseminare
Im Praxissemester Der Gewerblich-Technischen Fachrichtungen,” 2021.
ieee: 'G. Jonas-Ahrend, M. Vernholz, and K. Temmen, “Digitale Begleitseminare im
Praxissemester der gewerblich-technischen Fachrichtungen,” presented at the QLB
Programmworkshop: Quo Vadis Berufliche Lehrerbildung? Lehrerinnen und Lehrer für
berufliche Schulen ausbilden: Herausforderungen, Ansatzpunkte, Zwischenergebnisse,
Osnabrück, 2021.'
mla: Jonas-Ahrend, Gabriela, et al. Digitale Begleitseminare Im Praxissemester
Der Gewerblich-Technischen Fachrichtungen. 2021.
short: 'G. Jonas-Ahrend, M. Vernholz, K. Temmen, in: 2021.'
conference:
end_date: 3.3.2021
location: Osnabrück
name: 'QLB Programmworkshop: Quo Vadis Berufliche Lehrerbildung? Lehrerinnen und
Lehrer für berufliche Schulen ausbilden: Herausforderungen, Ansatzpunkte, Zwischenergebnisse'
start_date: 2.3.2021
date_created: 2023-10-04T21:48:03Z
date_updated: 2023-10-04T21:51:45Z
department:
- _id: '300'
language:
- iso: eng
status: public
title: Digitale Begleitseminare im Praxissemester der gewerblich-technischen Fachrichtungen
type: conference
user_id: '77633'
year: '2021'
...
---
_id: '46318'
abstract:
- lang: eng
text: 'Multi-objective (MO) optimization, i.e., the simultaneous optimization of
multiple conflicting objectives, is gaining more and more attention in various
research areas, such as evolutionary computation, machine learning (e.g., (hyper-)parameter
optimization), or logistics (e.g., vehicle routing). Many works in this domain
mention the structural problem property of multimodality as a challenge from two
classical perspectives: (1) finding all globally optimal solution sets, and (2)
avoiding to get trapped in local optima. Interestingly, these streams seem to
transfer many traditional concepts of single-objective (SO) optimization into
claims, assumptions, or even terminology regarding the MO domain, but mostly neglect
the understanding of the structural properties as well as the algorithmic search
behavior on a problem’s landscape. However, some recent works counteract this
trend, by investigating the fundamentals and characteristics of MO problems using
new visualization techniques and gaining surprising insights. Using these visual
insights, this work proposes a step towards a unified terminology to capture multimodality
and locality in a broader way than it is usually done. This enables us to investigate
current research activities in multimodal continuous MO optimization and to highlight
new implications and promising research directions for the design of benchmark
suites, the discovery of MO landscape features, the development of new MO (or
even SO) optimization algorithms, and performance indicators. For all these topics,
we provide a review of ideas and methods but also an outlook on future challenges,
research potential and perspectives that result from recent developments.'
author:
- first_name: Christian
full_name: Grimme, Christian
last_name: Grimme
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
- first_name: Pelin
full_name: Aspar, Pelin
last_name: Aspar
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
- first_name: Mike
full_name: Preuss, Mike
last_name: Preuss
- first_name: André H.
full_name: Deutz, André H.
last_name: Deutz
- first_name: Hao
full_name: Wang, Hao
last_name: Wang
- first_name: Michael
full_name: Emmerich, Michael
last_name: Emmerich
citation:
ama: 'Grimme C, Kerschke P, Aspar P, et al. Peeking beyond peaks: Challenges and
research potentials of continuous multimodal multi-objective optimization. Computers
& Operations Research. 2021;136:105489. doi:https://doi.org/10.1016/j.cor.2021.105489'
apa: 'Grimme, C., Kerschke, P., Aspar, P., Trautmann, H., Preuss, M., Deutz, A.
H., Wang, H., & Emmerich, M. (2021). Peeking beyond peaks: Challenges and
research potentials of continuous multimodal multi-objective optimization. Computers
& Operations Research, 136, 105489. https://doi.org/10.1016/j.cor.2021.105489'
bibtex: '@article{Grimme_Kerschke_Aspar_Trautmann_Preuss_Deutz_Wang_Emmerich_2021,
title={Peeking beyond peaks: Challenges and research potentials of continuous
multimodal multi-objective optimization}, volume={136}, DOI={https://doi.org/10.1016/j.cor.2021.105489},
journal={Computers & Operations Research}, author={Grimme, Christian and Kerschke,
Pascal and Aspar, Pelin and Trautmann, Heike and Preuss, Mike and Deutz, André
H. and Wang, Hao and Emmerich, Michael}, year={2021}, pages={105489} }'
chicago: 'Grimme, Christian, Pascal Kerschke, Pelin Aspar, Heike Trautmann, Mike
Preuss, André H. Deutz, Hao Wang, and Michael Emmerich. “Peeking beyond Peaks:
Challenges and Research Potentials of Continuous Multimodal Multi-Objective Optimization.”
Computers & Operations Research 136 (2021): 105489. https://doi.org/10.1016/j.cor.2021.105489.'
ieee: 'C. Grimme et al., “Peeking beyond peaks: Challenges and research potentials
of continuous multimodal multi-objective optimization,” Computers & Operations
Research, vol. 136, p. 105489, 2021, doi: https://doi.org/10.1016/j.cor.2021.105489.'
mla: 'Grimme, Christian, et al. “Peeking beyond Peaks: Challenges and Research Potentials
of Continuous Multimodal Multi-Objective Optimization.” Computers & Operations
Research, vol. 136, 2021, p. 105489, doi:https://doi.org/10.1016/j.cor.2021.105489.'
short: C. Grimme, P. Kerschke, P. Aspar, H. Trautmann, M. Preuss, A.H. Deutz, H.
Wang, M. Emmerich, Computers & Operations Research 136 (2021) 105489.
date_created: 2023-08-04T07:28:34Z
date_updated: 2023-10-16T12:58:42Z
department:
- _id: '34'
- _id: '819'
doi: https://doi.org/10.1016/j.cor.2021.105489
intvolume: ' 136'
keyword:
- Multimodal optimization
- Multi-objective continuous optimization
- Landscape analysis
- Visualization
- Benchmarking
- Theory
- Algorithms
language:
- iso: eng
page: '105489'
publication: Computers & Operations Research
publication_identifier:
issn:
- 0305-0548
status: public
title: 'Peeking beyond peaks: Challenges and research potentials of continuous multimodal
multi-objective optimization'
type: journal_article
user_id: '15504'
volume: 136
year: '2021'
...
---
_id: '46311'
abstract:
- lang: eng
text: "In this work we examine the inner mechanisms of the recently developed sophisticated
local search procedure SOMOGSA. This method solves multimodal single-objective
continuous optimization problems by first expanding the problem with an additional
objective (e.g., a sphere function) to the bi-objective space, and subsequently
exploiting local structures and ridges of the resulting landscapes. Our study
particularly focusses on the sensitivity of this multiobjectivization approach
w.r.t. (i) the parametrization of the artificial second objective, as well as
(ii) the position of the initial starting points in the search space.\r\n\r\nAs
SOMOGSA is a modular framework for encapsulating local search, we integrate Gradient
and Nelder-Mead local search (as optimizers in the respective module) and compare
the performance of the resulting hybrid local search to their original single-objective
counterparts. We show that the SOMOGSA framework can significantly boost local
search by multiobjectivization. Combined with more sophisticated local search
and metaheuristics this may help in solving highly multimodal optimization problems
in future."
author:
- first_name: Pelin
full_name: Aspar, Pelin
last_name: Aspar
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
- first_name: Vera
full_name: Steinhoff, Vera
last_name: Steinhoff
- 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, Kerschke P, Steinhoff V, Trautmann H, Grimme C. Multi^3: Optimizing
Multimodal Single-Objective Continuous Problems in the Multi-Objective Space by
Means of Multiobjectivization. In: et al. Ishibuchi H, ed. Evolutionary Multi-Criterion
Optimization: 11$^th$ International Conference, EMO 2021, Shenzhen, China, March
28–31, 2021, Proceedings. Springer; 2021:311–322. doi:10.1007/978-3-030-72062-9_25'
apa: 'Aspar, P., Kerschke, P., Steinhoff, V., Trautmann, H., & Grimme, C. (2021).
Multi^3: Optimizing Multimodal Single-Objective Continuous Problems in the Multi-Objective
Space by Means of Multiobjectivization. In H. et al. Ishibuchi (Ed.), Evolutionary
Multi-Criterion Optimization: 11$^th$ International Conference, EMO 2021, Shenzhen,
China, March 28–31, 2021, Proceedings (pp. 311–322). Springer. https://doi.org/10.1007/978-3-030-72062-9_25'
bibtex: '@inproceedings{Aspar_Kerschke_Steinhoff_Trautmann_Grimme_2021, place={Heidelberg,
Berlin}, title={Multi^3: Optimizing Multimodal Single-Objective Continuous Problems
in the Multi-Objective Space by Means of Multiobjectivization}, DOI={10.1007/978-3-030-72062-9_25},
booktitle={Evolutionary Multi-Criterion Optimization: 11$^th$ International Conference,
EMO 2021, Shenzhen, China, March 28–31, 2021, Proceedings}, publisher={Springer},
author={Aspar, Pelin and Kerschke, Pascal and Steinhoff, Vera and Trautmann, Heike
and Grimme, Christian}, editor={et al. Ishibuchi, H.}, year={2021}, pages={311–322}
}'
chicago: 'Aspar, Pelin, Pascal Kerschke, Vera Steinhoff, Heike Trautmann, and Christian
Grimme. “Multi^3: Optimizing Multimodal Single-Objective Continuous Problems in
the Multi-Objective Space by Means of Multiobjectivization.” In Evolutionary
Multi-Criterion Optimization: 11$^th$ International Conference, EMO 2021, Shenzhen,
China, March 28–31, 2021, Proceedings, edited by H. et al. Ishibuchi, 311–322.
Heidelberg, Berlin: Springer, 2021. https://doi.org/10.1007/978-3-030-72062-9_25.'
ieee: 'P. Aspar, P. Kerschke, V. Steinhoff, H. Trautmann, and C. Grimme, “Multi^3:
Optimizing Multimodal Single-Objective Continuous Problems in the Multi-Objective
Space by Means of Multiobjectivization,” in Evolutionary Multi-Criterion Optimization:
11$^th$ International Conference, EMO 2021, Shenzhen, China, March 28–31, 2021,
Proceedings, 2021, pp. 311–322, doi: 10.1007/978-3-030-72062-9_25.'
mla: 'Aspar, Pelin, et al. “Multi^3: Optimizing Multimodal Single-Objective Continuous
Problems in the Multi-Objective Space by Means of Multiobjectivization.” Evolutionary
Multi-Criterion Optimization: 11$^th$ International Conference, EMO 2021, Shenzhen,
China, March 28–31, 2021, Proceedings, edited by H. et al. Ishibuchi, Springer,
2021, pp. 311–322, doi:10.1007/978-3-030-72062-9_25.'
short: 'P. Aspar, P. Kerschke, V. Steinhoff, H. Trautmann, C. Grimme, in: H. et
al. Ishibuchi (Ed.), Evolutionary Multi-Criterion Optimization: 11$^th$ International
Conference, EMO 2021, Shenzhen, China, March 28–31, 2021, Proceedings, Springer,
Heidelberg, Berlin, 2021, pp. 311–322.'
date_created: 2023-08-04T07:21:17Z
date_updated: 2023-10-16T12:54:29Z
department:
- _id: '34'
- _id: '819'
doi: 10.1007/978-3-030-72062-9_25
editor:
- first_name: H.
full_name: et al. Ishibuchi, H.
last_name: et al. Ishibuchi
language:
- iso: eng
page: 311–322
place: Heidelberg, Berlin
publication: 'Evolutionary Multi-Criterion Optimization: 11$^th$ International Conference,
EMO 2021, Shenzhen, China, March 28–31, 2021, Proceedings'
publisher: Springer
status: public
title: 'Multi^3: Optimizing Multimodal Single-Objective Continuous Problems in the
Multi-Objective Space by Means of Multiobjectivization'
type: conference
user_id: '15504'
year: '2021'
...
---
_id: '46317'
abstract:
- lang: eng
text: 'One of the most significant recent technological developments concerns the
development and implementation of ‘intelligent machines’ that draw on recent advances
in artificial intelligence (AI) and robotics. However, there are growing tensions
between human freedoms and machine controls. This article reports the findings
of a workshop that investigated the application of the principles of human freedom
throughout intelligent machine development and use. Forty IS researchers from
ten different countries discussed four contemporary AI and humanity issues and
the most relevant IS domain challenges. This article summarizes their experiences
and opinions regarding four AI and humanity themes: Crime & conflict, Jobs, Attention,
and Wellbeing. The outcomes of the workshop discussions identify three attributes
of humanity that need preservation: a critique of the design and application of
AI, and the intelligent machines it can create; human involvement in the loop
of intelligent machine decision-making processes; and the ability to interpret
and explain intelligent machine decision-making processes. The article provides
an agenda for future AI and humanity research.'
author:
- first_name: Crispin
full_name: Coombs, Crispin
last_name: Coombs
- first_name: Patrick
full_name: Stacey, Patrick
last_name: Stacey
- first_name: Peter
full_name: Kawalek, Peter
last_name: Kawalek
- first_name: Boyka
full_name: Simeonova, Boyka
last_name: Simeonova
- first_name: Jörg
full_name: Becker, Jörg
last_name: Becker
- first_name: Katrin
full_name: Bergener, Katrin
last_name: Bergener
- first_name: João Álvaro
full_name: Carvalho, João Álvaro
last_name: Carvalho
- first_name: Marcelo
full_name: Fantinato, Marcelo
last_name: Fantinato
- first_name: Niels F.
full_name: Garmann-Johnsen, Niels F.
last_name: Garmann-Johnsen
- first_name: Christian
full_name: Grimme, Christian
last_name: Grimme
- first_name: Armin
full_name: Stein, Armin
last_name: Stein
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
citation:
ama: Coombs C, Stacey P, Kawalek P, et al. What Is It About Humanity That We Can’t
Give Away To Intelligent Machines? A European Perspective. International Journal
of Information Management. 2021;58. doi:10.1016/j.ijinfomgt.2021.102311
apa: Coombs, C., Stacey, P., Kawalek, P., Simeonova, B., Becker, J., Bergener, K.,
Carvalho, J. Á., Fantinato, M., Garmann-Johnsen, N. F., Grimme, C., Stein, A.,
& Trautmann, H. (2021). What Is It About Humanity That We Can’t Give Away
To Intelligent Machines? A European Perspective. International Journal of Information
Management, 58. https://doi.org/10.1016/j.ijinfomgt.2021.102311
bibtex: '@article{Coombs_Stacey_Kawalek_Simeonova_Becker_Bergener_Carvalho_Fantinato_Garmann-Johnsen_Grimme_et
al._2021, title={What Is It About Humanity That We Can’t Give Away To Intelligent
Machines? A European Perspective}, volume={58}, DOI={10.1016/j.ijinfomgt.2021.102311},
journal={International Journal of Information Management}, author={Coombs, Crispin
and Stacey, Patrick and Kawalek, Peter and Simeonova, Boyka and Becker, Jörg and
Bergener, Katrin and Carvalho, João Álvaro and Fantinato, Marcelo and Garmann-Johnsen,
Niels F. and Grimme, Christian and et al.}, year={2021} }'
chicago: Coombs, Crispin, Patrick Stacey, Peter Kawalek, Boyka Simeonova, Jörg Becker,
Katrin Bergener, João Álvaro Carvalho, et al. “What Is It About Humanity That
We Can’t Give Away To Intelligent Machines? A European Perspective.” International
Journal of Information Management 58 (2021). https://doi.org/10.1016/j.ijinfomgt.2021.102311.
ieee: 'C. Coombs et al., “What Is It About Humanity That We Can’t Give Away
To Intelligent Machines? A European Perspective,” International Journal of
Information Management, vol. 58, 2021, doi: 10.1016/j.ijinfomgt.2021.102311.'
mla: Coombs, Crispin, et al. “What Is It About Humanity That We Can’t Give Away
To Intelligent Machines? A European Perspective.” International Journal of
Information Management, vol. 58, 2021, doi:10.1016/j.ijinfomgt.2021.102311.
short: C. Coombs, P. Stacey, P. Kawalek, B. Simeonova, J. Becker, K. Bergener, J.Á.
Carvalho, M. Fantinato, N.F. Garmann-Johnsen, C. Grimme, A. Stein, H. Trautmann,
International Journal of Information Management 58 (2021).
date_created: 2023-08-04T07:27:14Z
date_updated: 2023-10-16T12:58:02Z
department:
- _id: '34'
- _id: '819'
doi: 10.1016/j.ijinfomgt.2021.102311
intvolume: ' 58'
language:
- iso: eng
publication: International Journal of Information Management
status: public
title: What Is It About Humanity That We Can’t Give Away To Intelligent Machines?
A European Perspective
type: journal_article
user_id: '15504'
volume: 58
year: '2021'
...
---
_id: '24000'
author:
- first_name: Jens
full_name: Heitkaemper, Jens
id: '27643'
last_name: Heitkaemper
- first_name: Joerg
full_name: Schmalenstroeer, Joerg
id: '460'
last_name: Schmalenstroeer
- first_name: Valentin
full_name: Ion, Valentin
last_name: Ion
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
citation:
ama: 'Heitkaemper J, Schmalenstroeer J, Ion V, Haeb-Umbach R. A Database for Research
on Detection and Enhancement of Speech Transmitted over HF links. In: Speech
Communication; 14th ITG-Symposium. ; 2021:1-5.'
apa: Heitkaemper, J., Schmalenstroeer, J., Ion, V., & Haeb-Umbach, R. (2021).
A Database for Research on Detection and Enhancement of Speech Transmitted over
HF links. Speech Communication; 14th ITG-Symposium, 1–5.
bibtex: '@inproceedings{Heitkaemper_Schmalenstroeer_Ion_Haeb-Umbach_2021, title={A
Database for Research on Detection and Enhancement of Speech Transmitted over
HF links}, booktitle={Speech Communication; 14th ITG-Symposium}, author={Heitkaemper,
Jens and Schmalenstroeer, Joerg and Ion, Valentin and Haeb-Umbach, Reinhold},
year={2021}, pages={1–5} }'
chicago: Heitkaemper, Jens, Joerg Schmalenstroeer, Valentin Ion, and Reinhold Haeb-Umbach.
“A Database for Research on Detection and Enhancement of Speech Transmitted over
HF Links.” In Speech Communication; 14th ITG-Symposium, 1–5, 2021.
ieee: J. Heitkaemper, J. Schmalenstroeer, V. Ion, and R. Haeb-Umbach, “A Database
for Research on Detection and Enhancement of Speech Transmitted over HF links,”
in Speech Communication; 14th ITG-Symposium, 2021, pp. 1–5.
mla: Heitkaemper, Jens, et al. “A Database for Research on Detection and Enhancement
of Speech Transmitted over HF Links.” Speech Communication; 14th ITG-Symposium,
2021, pp. 1–5.
short: 'J. Heitkaemper, J. Schmalenstroeer, V. Ion, R. Haeb-Umbach, in: Speech Communication;
14th ITG-Symposium, 2021, pp. 1–5.'
date_created: 2021-09-09T08:41:25Z
date_updated: 2023-10-26T08:06:57Z
department:
- _id: '54'
language:
- iso: eng
page: 1-5
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Speech Communication; 14th ITG-Symposium
quality_controlled: '1'
status: public
title: A Database for Research on Detection and Enhancement of Speech Transmitted
over HF links
type: conference
user_id: '460'
year: '2021'
...
---
_id: '45381'
author:
- first_name: Jennifer
full_name: Dröse, Jennifer
id: '85820'
last_name: Dröse
- first_name: S.
full_name: Prediger, S.
last_name: Prediger
- first_name: P.
full_name: Neugebauer, P.
last_name: Neugebauer
- first_name: R. D.
full_name: Danhier, R. D.
last_name: Danhier
- first_name: B.
full_name: Mertins, B.
last_name: Mertins
citation:
ama: Dröse J, Prediger S, Neugebauer P, Danhier RD, Mertins B. Investigating students’
processes of noticing and interpreting syntactic language features in word problem
solving through eye-tracking. International Electronic Journal of Mathematics
Education, 16(1), em0625. Published online 2021. doi:doi.org/10.29333/iejme/9674n
apa: Dröse, J., Prediger, S., Neugebauer, P., Danhier, R. D., & Mertins, B.
(2021). Investigating students’ processes of noticing and interpreting syntactic
language features in word problem solving through eye-tracking. International
Electronic Journal of Mathematics Education, 16(1), Em0625. https://doi.org/doi.org/10.29333/iejme/9674n
bibtex: '@article{Dröse_Prediger_Neugebauer_Danhier_Mertins_2021, title={Investigating
students’ processes of noticing and interpreting syntactic language features in
word problem solving through eye-tracking}, DOI={doi.org/10.29333/iejme/9674n }, journal={International Electronic Journal
of Mathematics Education, 16(1), em0625}, author={Dröse, Jennifer and Prediger,
S. and Neugebauer, P. and Danhier, R. D. and Mertins, B.}, year={2021} }'
chicago: Dröse, Jennifer, S. Prediger, P. Neugebauer, R. D. Danhier, and B. Mertins.
“Investigating Students’ Processes of Noticing and Interpreting Syntactic Language
Features in Word Problem Solving through Eye-Tracking.” International Electronic
Journal of Mathematics Education, 16(1), Em0625, 2021. https://doi.org/doi.org/10.29333/iejme/9674n .
ieee: 'J. Dröse, S. Prediger, P. Neugebauer, R. D. Danhier, and B. Mertins, “Investigating
students’ processes of noticing and interpreting syntactic language features in
word problem solving through eye-tracking,” International Electronic Journal
of Mathematics Education, 16(1), em0625, 2021, doi: doi.org/10.29333/iejme/9674n .'
mla: Dröse, Jennifer, et al. “Investigating Students’ Processes of Noticing and
Interpreting Syntactic Language Features in Word Problem Solving through Eye-Tracking.”
International Electronic Journal of Mathematics Education, 16(1), Em0625,
2021, doi:doi.org/10.29333/iejme/9674n
.
short: J. Dröse, S. Prediger, P. Neugebauer, R.D. Danhier, B. Mertins, International
Electronic Journal of Mathematics Education, 16(1), Em0625 (2021).
date_created: 2023-05-31T07:08:04Z
date_updated: 2023-11-02T08:07:15Z
department:
- _id: '98'
doi: 'doi.org/10.29333/iejme/9674n '
language:
- iso: eng
publication: International Electronic Journal of Mathematics Education, 16(1), em0625
quality_controlled: '1'
status: public
title: Investigating students' processes of noticing and interpreting syntactic language
features in word problem solving through eye-tracking
type: journal_article
user_id: '85820'
year: '2021'
...
---
_id: '45380'
author:
- first_name: Jennifer
full_name: Dröse, Jennifer
id: '85820'
last_name: Dröse
- first_name: S.
full_name: Prediger, S.
last_name: Prediger
citation:
ama: Dröse J, Prediger S. Identifying obstacles is not enough for everybody – Differential
efficacy of an intervention fostering fifth graders’ comprehension for word problems.
Studies in Educational Evaluation, 68 (100953). Published online 2021:1-15.
doi:doi.org/10.1016/j.stueduc.2020.100953
apa: Dröse, J., & Prediger, S. (2021). Identifying obstacles is not enough for
everybody – Differential efficacy of an intervention fostering fifth graders’
comprehension for word problems. Studies in Educational Evaluation, 68 (100953),
1–15. https://doi.org/doi.org/10.1016/j.stueduc.2020.100953
bibtex: '@article{Dröse_Prediger_2021, title={Identifying obstacles is not enough
for everybody – Differential efficacy of an intervention fostering fifth graders’
comprehension for word problems}, DOI={doi.org/10.1016/j.stueduc.2020.100953},
journal={Studies in Educational Evaluation, 68 (100953)}, author={Dröse, Jennifer
and Prediger, S.}, year={2021}, pages={1–15} }'
chicago: Dröse, Jennifer, and S. Prediger. “Identifying Obstacles Is Not Enough
for Everybody – Differential Efficacy of an Intervention Fostering Fifth Graders’
Comprehension for Word Problems.” Studies in Educational Evaluation, 68 (100953),
2021, 1–15. https://doi.org/doi.org/10.1016/j.stueduc.2020.100953.
ieee: 'J. Dröse and S. Prediger, “Identifying obstacles is not enough for everybody
– Differential efficacy of an intervention fostering fifth graders’ comprehension
for word problems,” Studies in Educational Evaluation, 68 (100953), pp.
1–15, 2021, doi: doi.org/10.1016/j.stueduc.2020.100953.'
mla: Dröse, Jennifer, and S. Prediger. “Identifying Obstacles Is Not Enough for
Everybody – Differential Efficacy of an Intervention Fostering Fifth Graders’
Comprehension for Word Problems.” Studies in Educational Evaluation, 68 (100953),
2021, pp. 1–15, doi:doi.org/10.1016/j.stueduc.2020.100953.
short: J. Dröse, S. Prediger, Studies in Educational Evaluation, 68 (100953) (2021)
1–15.
date_created: 2023-05-31T07:04:40Z
date_updated: 2023-11-02T08:08:35Z
department:
- _id: '98'
doi: doi.org/10.1016/j.stueduc.2020.100953
language:
- iso: eng
page: 1-15
publication: Studies in Educational Evaluation, 68 (100953)
quality_controlled: '1'
status: public
title: Identifying obstacles is not enough for everybody – Differential efficacy of
an intervention fostering fifth graders’ comprehension for word problems
type: journal_article
user_id: '85820'
year: '2021'
...