---
_id: '11839'
abstract:
- lang: eng
  text: It has been experimentally verified that sampling rate offsets (SROs) between
    the input channels of an acoustic beamformer have a detrimental effect on the
    achievable SNR gains. In this paper we derive an analytic model to study the impact
    of SRO on the estimation of the spatial noise covariance matrix used in MVDR beamforming.
    It is shown that a perfect compensation of the SRO is impossible if the noise
    covariance matrix is estimated by time averaging, even if the SRO is perfectly
    known. The SRO should therefore be compensated for prior to beamformer coefficient
    estimation. We present a novel scheme where SRO compensation and beamforming closely
    interact, saving some computational effort compared to separate SRO adjustment
    followed by acoustic beamforming.
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. Insights into the Interplay of Sampling
    Rate Offsets and MVDR Beamforming. In: <i>ITG 2018, Oldenburg, Germany</i>. ;
    2018.'
  apa: Schmalenstroeer, J., &#38; Haeb-Umbach, R. (2018). Insights into the Interplay
    of Sampling Rate Offsets and MVDR Beamforming. <i>ITG 2018, Oldenburg, Germany</i>.
  bibtex: '@inproceedings{Schmalenstroeer_Haeb-Umbach_2018, title={Insights into the
    Interplay of Sampling Rate Offsets and MVDR Beamforming}, booktitle={ITG 2018,
    Oldenburg, Germany}, author={Schmalenstroeer, Joerg and Haeb-Umbach, Reinhold},
    year={2018} }'
  chicago: Schmalenstroeer, Joerg, and Reinhold Haeb-Umbach. “Insights into the Interplay
    of Sampling Rate Offsets and MVDR Beamforming.” In <i>ITG 2018, Oldenburg, Germany</i>,
    2018.
  ieee: J. Schmalenstroeer and R. Haeb-Umbach, “Insights into the Interplay of Sampling
    Rate Offsets and MVDR Beamforming,” 2018.
  mla: Schmalenstroeer, Joerg, and Reinhold Haeb-Umbach. “Insights into the Interplay
    of Sampling Rate Offsets and MVDR Beamforming.” <i>ITG 2018, Oldenburg, Germany</i>,
    2018.
  short: 'J. Schmalenstroeer, R. Haeb-Umbach, in: ITG 2018, Oldenburg, Germany, 2018.'
date_created: 2019-07-12T05:29:15Z
date_updated: 2023-10-26T08:12:22Z
department:
- _id: '54'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://groups.uni-paderborn.de/nt/pubs/2018/ITG_2018_Schmalenstroeer_Paper.pdf
oa: '1'
publication: ITG 2018, Oldenburg, Germany
quality_controlled: '1'
status: public
title: Insights into the Interplay of Sampling Rate Offsets and MVDR Beamforming
type: conference
user_id: '460'
year: '2018'
...
---
_id: '45392'
author:
- first_name: Jennifer
  full_name: Dröse, Jennifer
  id: '85820'
  last_name: Dröse
citation:
  ama: 'Dröse J. Textaufgaben strategisch und sprachlich bewältigen lernen – Pilotstudie
    zur Wirksamkeit eines Förderkonzepts. In: Fachgruppe Didaktik der Mathematik der
    Universität Paderborn, ed. <i>Beiträge zum Mathematikunterricht 2018</i>. WTM;
    2018:469-472.'
  apa: Dröse, J. (2018). Textaufgaben strategisch und sprachlich bewältigen lernen
    – Pilotstudie zur Wirksamkeit eines Förderkonzepts. In Fachgruppe Didaktik der
    Mathematik der Universität Paderborn (Ed.), <i>Beiträge zum Mathematikunterricht
    2018</i> (pp. 469–472). WTM.
  bibtex: '@inproceedings{Dröse_2018, place={Münster}, title={Textaufgaben strategisch
    und sprachlich bewältigen lernen – Pilotstudie zur Wirksamkeit eines Förderkonzepts},
    booktitle={Beiträge zum Mathematikunterricht 2018}, publisher={WTM}, author={Dröse,
    Jennifer}, editor={Fachgruppe Didaktik der Mathematik der Universität Paderborn},
    year={2018}, pages={469–472} }'
  chicago: 'Dröse, Jennifer. “Textaufgaben strategisch und sprachlich bewältigen lernen
    – Pilotstudie zur Wirksamkeit eines Förderkonzepts.” In <i>Beiträge zum Mathematikunterricht
    2018</i>, edited by Fachgruppe Didaktik der Mathematik der Universität Paderborn,
    469–72. Münster: WTM, 2018.'
  ieee: J. Dröse, “Textaufgaben strategisch und sprachlich bewältigen lernen – Pilotstudie
    zur Wirksamkeit eines Förderkonzepts,” in <i>Beiträge zum Mathematikunterricht
    2018</i>, 2018, pp. 469–472.
  mla: Dröse, Jennifer. “Textaufgaben strategisch und sprachlich bewältigen lernen
    – Pilotstudie zur Wirksamkeit eines Förderkonzepts.” <i>Beiträge zum Mathematikunterricht
    2018</i>, edited by Fachgruppe Didaktik der Mathematik der Universität Paderborn,
    WTM, 2018, pp. 469–72.
  short: 'J. Dröse, in: Fachgruppe Didaktik der Mathematik der Universität Paderborn
    (Ed.), Beiträge zum Mathematikunterricht 2018, WTM, Münster, 2018, pp. 469–472.'
corporate_editor:
- Fachgruppe Didaktik der Mathematik der Universität Paderborn
date_created: 2023-05-31T08:15:12Z
date_updated: 2023-11-02T08:10:36Z
department:
- _id: '98'
extern: '1'
language:
- iso: ger
page: 469-472
place: Münster
publication: Beiträge zum Mathematikunterricht 2018
publisher: WTM
status: public
title: Textaufgaben strategisch und sprachlich bewältigen lernen – Pilotstudie zur
  Wirksamkeit eines Förderkonzepts
type: conference
user_id: '85820'
year: '2018'
...
---
_id: '45393'
author:
- first_name: Jennifer
  full_name: Dröse, Jennifer
  id: '85820'
  last_name: Dröse
- first_name: Susanne
  full_name: Prediger, Susanne
  last_name: Prediger
citation:
  ama: Dröse J, Prediger S. Strategien für Textaufgaben fördern – mit Info-Netzen
    und Formulierungsvariationen. <i>Mathematik lehren 206</i>. Published online 2018:8-12.
  apa: Dröse, J., &#38; Prediger, S. (2018). Strategien für Textaufgaben fördern –
    mit Info-Netzen und Formulierungsvariationen. <i>Mathematik lehren 206</i>, 8–12.
  bibtex: '@article{Dröse_Prediger_2018, title={Strategien für Textaufgaben fördern
    – mit Info-Netzen und Formulierungsvariationen}, journal={Mathematik lehren 206},
    author={Dröse, Jennifer and Prediger, Susanne}, year={2018}, pages={8–12} }'
  chicago: Dröse, Jennifer, and Susanne Prediger. “Strategien für Textaufgaben fördern
    – mit Info-Netzen und Formulierungsvariationen.” <i>Mathematik lehren 206</i>,
    2018, 8–12.
  ieee: J. Dröse and S. Prediger, “Strategien für Textaufgaben fördern – mit Info-Netzen
    und Formulierungsvariationen,” <i>Mathematik lehren 206</i>, pp. 8–12, 2018.
  mla: Dröse, Jennifer, and Susanne Prediger. “Strategien für Textaufgaben fördern
    – mit Info-Netzen und Formulierungsvariationen.” <i>Mathematik lehren 206</i>,
    2018, pp. 8–12.
  short: J. Dröse, S. Prediger, Mathematik lehren 206 (2018) 8–12.
date_created: 2023-05-31T08:19:02Z
date_updated: 2023-11-02T08:12:07Z
department:
- _id: '98'
extern: '1'
language:
- iso: ger
page: 8-12
publication: Mathematik lehren 206
status: public
title: Strategien für Textaufgaben fördern – mit Info-Netzen und Formulierungsvariationen
type: journal_article
user_id: '85820'
year: '2018'
...
---
_id: '48839'
abstract:
- lang: eng
  text: We analyze the effects of including local search techniques into a multi-objective
    evolutionary algorithm for solving a bi-objective orienteering problem with a
    single vehicle while the two conflicting objectives are minimization of travel
    time and maximization of the number of visited customer locations. Experiments
    are based on a large set of specifically designed problem instances with different
    characteristics and it is shown that local search techniques focusing on one of
    the objectives only improve the performance of the evolutionary algorithm in terms
    of both objectives. The analysis also shows that local search techniques are capable
    of sending locally optimal solutions to foremost fronts of the multi-objective
    optimization process, and that these solutions then become the leading factors
    of the evolutionary process.
author:
- first_name: Jakob
  full_name: Bossek, Jakob
  id: '102979'
  last_name: Bossek
  orcid: 0000-0002-4121-4668
- first_name: Christian
  full_name: Grimme, Christian
  last_name: Grimme
- first_name: Stephan
  full_name: Meisel, Stephan
  last_name: Meisel
- first_name: Günter
  full_name: Rudolph, Günter
  last_name: Rudolph
- first_name: Heike
  full_name: Trautmann, Heike
  last_name: Trautmann
citation:
  ama: 'Bossek J, Grimme C, Meisel S, Rudolph G, Trautmann H. Local Search Effects
    in Bi-Objective Orienteering. In: <i>Proceedings of the Genetic and Evolutionary
    Computation Conference</i>. GECCO ’18. Association for Computing Machinery; 2018:585–592.
    doi:<a href="https://doi.org/10.1145/3205455.3205548">10.1145/3205455.3205548</a>'
  apa: Bossek, J., Grimme, C., Meisel, S., Rudolph, G., &#38; Trautmann, H. (2018).
    Local Search Effects in Bi-Objective Orienteering. <i>Proceedings of the Genetic
    and Evolutionary Computation Conference</i>, 585–592. <a href="https://doi.org/10.1145/3205455.3205548">https://doi.org/10.1145/3205455.3205548</a>
  bibtex: '@inproceedings{Bossek_Grimme_Meisel_Rudolph_Trautmann_2018, place={New
    York, NY, USA}, series={GECCO ’18}, title={Local Search Effects in Bi-Objective
    Orienteering}, DOI={<a href="https://doi.org/10.1145/3205455.3205548">10.1145/3205455.3205548</a>},
    booktitle={Proceedings of the Genetic and Evolutionary Computation Conference},
    publisher={Association for Computing Machinery}, author={Bossek, Jakob and Grimme,
    Christian and Meisel, Stephan and Rudolph, Günter and Trautmann, Heike}, year={2018},
    pages={585–592}, collection={GECCO ’18} }'
  chicago: 'Bossek, Jakob, Christian Grimme, Stephan Meisel, Günter Rudolph, and Heike
    Trautmann. “Local Search Effects in Bi-Objective Orienteering.” In <i>Proceedings
    of the Genetic and Evolutionary Computation Conference</i>, 585–592. GECCO ’18.
    New York, NY, USA: Association for Computing Machinery, 2018. <a href="https://doi.org/10.1145/3205455.3205548">https://doi.org/10.1145/3205455.3205548</a>.'
  ieee: 'J. Bossek, C. Grimme, S. Meisel, G. Rudolph, and H. Trautmann, “Local Search
    Effects in Bi-Objective Orienteering,” in <i>Proceedings of the Genetic and Evolutionary
    Computation Conference</i>, 2018, pp. 585–592, doi: <a href="https://doi.org/10.1145/3205455.3205548">10.1145/3205455.3205548</a>.'
  mla: Bossek, Jakob, et al. “Local Search Effects in Bi-Objective Orienteering.”
    <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, Association
    for Computing Machinery, 2018, pp. 585–592, doi:<a href="https://doi.org/10.1145/3205455.3205548">10.1145/3205455.3205548</a>.
  short: 'J. Bossek, C. Grimme, S. Meisel, G. Rudolph, H. Trautmann, in: Proceedings
    of the Genetic and Evolutionary Computation Conference, Association for Computing
    Machinery, New York, NY, USA, 2018, pp. 585–592.'
date_created: 2023-11-14T15:58:51Z
date_updated: 2023-12-13T10:42:14Z
department:
- _id: '819'
doi: 10.1145/3205455.3205548
extern: '1'
keyword:
- combinatorial optimization
- metaheuristics
- multi-objective optimization
- orienteering
- transportation
language:
- iso: eng
page: 585–592
place: New York, NY, USA
publication: Proceedings of the Genetic and Evolutionary Computation Conference
publication_identifier:
  isbn:
  - 978-1-4503-5618-3
publication_status: published
publisher: Association for Computing Machinery
series_title: GECCO ’18
status: public
title: Local Search Effects in Bi-Objective Orienteering
type: conference
user_id: '102979'
year: '2018'
...
---
_id: '48867'
abstract:
- lang: eng
  text: Assessing the performance of stochastic optimization algorithms in the field
    of multi-objective optimization is of utmost importance. Besides the visual comparison
    of the obtained approximation sets, more sophisticated methods have been proposed
    in the last decade, e. g., a variety of quantitative performance indicators or
    statistical tests. In this paper, we present tools implemented in the R package
    ecr, which assist in performing comprehensive and sound comparison and evaluation
    of multi-objective evolutionary algorithms following recommendations from the
    literature.
author:
- first_name: Jakob
  full_name: Bossek, Jakob
  id: '102979'
  last_name: Bossek
  orcid: 0000-0002-4121-4668
citation:
  ama: 'Bossek J. Performance Assessment of Multi-Objective Evolutionary Algorithms
    with the R Package ecr. In: <i>Proceedings of the Genetic and Evolutionary Computation
    Conference Companion</i>. GECCO ’18. Association for Computing Machinery; 2018:1350–1356.
    doi:<a href="https://doi.org/10.1145/3205651.3208312">10.1145/3205651.3208312</a>'
  apa: Bossek, J. (2018). Performance Assessment of Multi-Objective Evolutionary Algorithms
    with the R Package ecr. <i>Proceedings of the Genetic and Evolutionary Computation
    Conference Companion</i>, 1350–1356. <a href="https://doi.org/10.1145/3205651.3208312">https://doi.org/10.1145/3205651.3208312</a>
  bibtex: '@inproceedings{Bossek_2018, place={New York, NY, USA}, series={GECCO ’18},
    title={Performance Assessment of Multi-Objective Evolutionary Algorithms with
    the R Package ecr}, DOI={<a href="https://doi.org/10.1145/3205651.3208312">10.1145/3205651.3208312</a>},
    booktitle={Proceedings of the Genetic and Evolutionary Computation Conference
    Companion}, publisher={Association for Computing Machinery}, author={Bossek, Jakob},
    year={2018}, pages={1350–1356}, collection={GECCO ’18} }'
  chicago: 'Bossek, Jakob. “Performance Assessment of Multi-Objective Evolutionary
    Algorithms with the R Package Ecr.” In <i>Proceedings of the Genetic and Evolutionary
    Computation Conference Companion</i>, 1350–1356. GECCO ’18. New York, NY, USA:
    Association for Computing Machinery, 2018. <a href="https://doi.org/10.1145/3205651.3208312">https://doi.org/10.1145/3205651.3208312</a>.'
  ieee: 'J. Bossek, “Performance Assessment of Multi-Objective Evolutionary Algorithms
    with the R Package ecr,” in <i>Proceedings of the Genetic and Evolutionary Computation
    Conference Companion</i>, 2018, pp. 1350–1356, doi: <a href="https://doi.org/10.1145/3205651.3208312">10.1145/3205651.3208312</a>.'
  mla: Bossek, Jakob. “Performance Assessment of Multi-Objective Evolutionary Algorithms
    with the R Package Ecr.” <i>Proceedings of the Genetic and Evolutionary Computation
    Conference Companion</i>, Association for Computing Machinery, 2018, pp. 1350–1356,
    doi:<a href="https://doi.org/10.1145/3205651.3208312">10.1145/3205651.3208312</a>.
  short: 'J. Bossek, in: Proceedings of the Genetic and Evolutionary Computation Conference
    Companion, Association for Computing Machinery, New York, NY, USA, 2018, pp. 1350–1356.'
date_created: 2023-11-14T15:58:56Z
date_updated: 2023-12-13T10:46:04Z
department:
- _id: '819'
doi: 10.1145/3205651.3208312
extern: '1'
keyword:
- evolutionary optimization
- performance assessment
- software-tools
language:
- iso: eng
page: 1350–1356
place: New York, NY, USA
publication: Proceedings of the Genetic and Evolutionary Computation Conference Companion
publication_identifier:
  isbn:
  - 978-1-4503-5764-7
publication_status: published
publisher: Association for Computing Machinery
series_title: GECCO ’18
status: public
title: Performance Assessment of Multi-Objective Evolutionary Algorithms with the
  R Package ecr
type: conference
user_id: '102979'
year: '2018'
...
---
_id: '48885'
abstract:
- lang: eng
  text: Performance comparisons of optimization algorithms are heavily influenced
    by the underlying indicator(s). In this paper we investigate commonly used performance
    indicators for single-objective stochastic solvers, such as the Penalized Average
    Runtime (e.g., PAR10) or the Expected Running Time (ERT), based on exemplary benchmark
    performances of state-of-the-art inexact TSP solvers. Thereby, we introduce a
    methodology for analyzing the effects of (usually heuristically set) indicator
    parametrizations - such as the penalty factor and the method used for aggregating
    across multiple runs - w.r.t. the robustness of the considered optimization algorithms.
author:
- first_name: Pascal
  full_name: Kerschke, Pascal
  last_name: Kerschke
- first_name: Jakob
  full_name: Bossek, Jakob
  id: '102979'
  last_name: Bossek
  orcid: 0000-0002-4121-4668
- first_name: Heike
  full_name: Trautmann, Heike
  last_name: Trautmann
citation:
  ama: 'Kerschke P, Bossek J, Trautmann H. Parameterization of State-of-the-Art Performance
    Indicators: A Robustness Study Based on Inexact TSP Solvers. In: <i>Proceedings
    of the Genetic and Evolutionary Computation Conference Companion</i>. GECCO’18.
    Association for Computing Machinery; 2018:1737–1744. doi:<a href="https://doi.org/10.1145/3205651.3208233">10.1145/3205651.3208233</a>'
  apa: 'Kerschke, P., Bossek, J., &#38; Trautmann, H. (2018). Parameterization of
    State-of-the-Art Performance Indicators: A Robustness Study Based on Inexact TSP
    Solvers. <i>Proceedings of the Genetic and Evolutionary Computation Conference
    Companion</i>, 1737–1744. <a href="https://doi.org/10.1145/3205651.3208233">https://doi.org/10.1145/3205651.3208233</a>'
  bibtex: '@inproceedings{Kerschke_Bossek_Trautmann_2018, place={New York, NY, USA},
    series={GECCO’18}, title={Parameterization of State-of-the-Art Performance Indicators:
    A Robustness Study Based on Inexact TSP Solvers}, DOI={<a href="https://doi.org/10.1145/3205651.3208233">10.1145/3205651.3208233</a>},
    booktitle={Proceedings of the Genetic and Evolutionary Computation Conference
    Companion}, publisher={Association for Computing Machinery}, author={Kerschke,
    Pascal and Bossek, Jakob and Trautmann, Heike}, year={2018}, pages={1737–1744},
    collection={GECCO’18} }'
  chicago: 'Kerschke, Pascal, Jakob Bossek, and Heike Trautmann. “Parameterization
    of State-of-the-Art Performance Indicators: A Robustness Study Based on Inexact
    TSP Solvers.” In <i>Proceedings of the Genetic and Evolutionary Computation Conference
    Companion</i>, 1737–1744. GECCO’18. New York, NY, USA: Association for Computing
    Machinery, 2018. <a href="https://doi.org/10.1145/3205651.3208233">https://doi.org/10.1145/3205651.3208233</a>.'
  ieee: 'P. Kerschke, J. Bossek, and H. Trautmann, “Parameterization of State-of-the-Art
    Performance Indicators: A Robustness Study Based on Inexact TSP Solvers,” in <i>Proceedings
    of the Genetic and Evolutionary Computation Conference Companion</i>, 2018, pp.
    1737–1744, doi: <a href="https://doi.org/10.1145/3205651.3208233">10.1145/3205651.3208233</a>.'
  mla: 'Kerschke, Pascal, et al. “Parameterization of State-of-the-Art Performance
    Indicators: A Robustness Study Based on Inexact TSP Solvers.” <i>Proceedings of
    the Genetic and Evolutionary Computation Conference Companion</i>, Association
    for Computing Machinery, 2018, pp. 1737–1744, doi:<a href="https://doi.org/10.1145/3205651.3208233">10.1145/3205651.3208233</a>.'
  short: 'P. Kerschke, J. Bossek, H. Trautmann, in: Proceedings of the Genetic and
    Evolutionary Computation Conference Companion, Association for Computing Machinery,
    New York, NY, USA, 2018, pp. 1737–1744.'
date_created: 2023-11-14T15:58:59Z
date_updated: 2023-12-13T10:48:38Z
department:
- _id: '819'
doi: 10.1145/3205651.3208233
extern: '1'
keyword:
- algorithm selection
- optimization
- performance measures
- transportation
- travelling salesperson problem
language:
- iso: eng
page: 1737–1744
place: New York, NY, USA
publication: Proceedings of the Genetic and Evolutionary Computation Conference Companion
publication_identifier:
  isbn:
  - 978-1-4503-5764-7
publisher: Association for Computing Machinery
series_title: GECCO’18
status: public
title: 'Parameterization of State-of-the-Art Performance Indicators: A Robustness
  Study Based on Inexact TSP Solvers'
type: conference
user_id: '102979'
year: '2018'
...
---
_id: '48880'
author:
- first_name: Christian
  full_name: Grimme, Christian
  last_name: Grimme
- first_name: Jakob
  full_name: Bossek, Jakob
  id: '102979'
  last_name: Bossek
  orcid: 0000-0002-4121-4668
citation:
  ama: Grimme C, Bossek J. <i>Einführung in Die Optimierung - Konzepte, Methoden Und
    Anwendungen</i>. Springer Vieweg; 2018. doi:<a href="https://doi.org/10.1007/978-3-658-21151-6">10.1007/978-3-658-21151-6</a>
  apa: Grimme, C., &#38; Bossek, J. (2018). <i>Einführung in die Optimierung - Konzepte,
    Methoden und Anwendungen</i>. Springer Vieweg. <a href="https://doi.org/10.1007/978-3-658-21151-6">https://doi.org/10.1007/978-3-658-21151-6</a>
  bibtex: '@book{Grimme_Bossek_2018, title={Einführung in die Optimierung - Konzepte,
    Methoden und Anwendungen}, DOI={<a href="https://doi.org/10.1007/978-3-658-21151-6">10.1007/978-3-658-21151-6</a>},
    publisher={Springer Vieweg}, author={Grimme, Christian and Bossek, Jakob}, year={2018}
    }'
  chicago: Grimme, Christian, and Jakob Bossek. <i>Einführung in Die Optimierung -
    Konzepte, Methoden Und Anwendungen</i>. Springer Vieweg, 2018. <a href="https://doi.org/10.1007/978-3-658-21151-6">https://doi.org/10.1007/978-3-658-21151-6</a>.
  ieee: C. Grimme and J. Bossek, <i>Einführung in die Optimierung - Konzepte, Methoden
    und Anwendungen</i>. Springer Vieweg, 2018.
  mla: Grimme, Christian, and Jakob Bossek. <i>Einführung in Die Optimierung - Konzepte,
    Methoden Und Anwendungen</i>. Springer Vieweg, 2018, doi:<a href="https://doi.org/10.1007/978-3-658-21151-6">10.1007/978-3-658-21151-6</a>.
  short: C. Grimme, J. Bossek, Einführung in Die Optimierung - Konzepte, Methoden
    Und Anwendungen, Springer Vieweg, 2018.
date_created: 2023-11-14T15:58:58Z
date_updated: 2023-12-13T10:47:57Z
department:
- _id: '819'
doi: 10.1007/978-3-658-21151-6
extern: '1'
language:
- iso: eng
publication_identifier:
  isbn:
  - 978-3-658-21150-9
publisher: Springer Vieweg
status: public
title: Einführung in die Optimierung - Konzepte, Methoden und Anwendungen
type: book
user_id: '102979'
year: '2018'
...
---
_id: '48884'
abstract:
- lang: eng
  text: The Travelling Salesperson Problem (TSP) is one of the best-studied NP-hard
    problems. Over the years, many different solution approaches and solvers have
    been developed. For the first time, we directly compare five state-of-the-art
    inexact solvers\textemdash namely, LKH, EAX, restart variants of those, and MAOS\textemdash
    on a large set of well-known benchmark instances and demonstrate complementary
    performance, in that different instances may be solved most effectively by different
    algorithms. We leverage this complementarity to build an algorithm selector, which
    selects the best TSP solver on a per-instance basis and thus achieves significantly
    improved performance compared to the single best solver, representing an advance
    in the state of the art in solving the Euclidean TSP. Our in-depth analysis of
    the selectors provides insight into what drives this performance improvement.
author:
- first_name: Pascal
  full_name: Kerschke, Pascal
  last_name: Kerschke
- first_name: Lars
  full_name: Kotthoff, Lars
  last_name: Kotthoff
- first_name: Jakob
  full_name: Bossek, Jakob
  id: '102979'
  last_name: Bossek
  orcid: 0000-0002-4121-4668
- first_name: Holger H.
  full_name: Hoos, Holger H.
  last_name: Hoos
- first_name: Heike
  full_name: Trautmann, Heike
  last_name: Trautmann
citation:
  ama: Kerschke P, Kotthoff L, Bossek J, Hoos HH, Trautmann H. Leveraging TSP Solver
    Complementarity through Machine Learning. <i>Evolutionary Computation</i>. 2018;26(4):597–620.
    doi:<a href="https://doi.org/10.1162/evco_a_00215">10.1162/evco_a_00215</a>
  apa: Kerschke, P., Kotthoff, L., Bossek, J., Hoos, H. H., &#38; Trautmann, H. (2018).
    Leveraging TSP Solver Complementarity through Machine Learning. <i>Evolutionary
    Computation</i>, <i>26</i>(4), 597–620. <a href="https://doi.org/10.1162/evco_a_00215">https://doi.org/10.1162/evco_a_00215</a>
  bibtex: '@article{Kerschke_Kotthoff_Bossek_Hoos_Trautmann_2018, title={Leveraging
    TSP Solver Complementarity through Machine Learning}, volume={26}, DOI={<a href="https://doi.org/10.1162/evco_a_00215">10.1162/evco_a_00215</a>},
    number={4}, journal={Evolutionary Computation}, author={Kerschke, Pascal and Kotthoff,
    Lars and Bossek, Jakob and Hoos, Holger H. and Trautmann, Heike}, year={2018},
    pages={597–620} }'
  chicago: 'Kerschke, Pascal, Lars Kotthoff, Jakob Bossek, Holger H. Hoos, and Heike
    Trautmann. “Leveraging TSP Solver Complementarity through Machine Learning.” <i>Evolutionary
    Computation</i> 26, no. 4 (2018): 597–620. <a href="https://doi.org/10.1162/evco_a_00215">https://doi.org/10.1162/evco_a_00215</a>.'
  ieee: 'P. Kerschke, L. Kotthoff, J. Bossek, H. H. Hoos, and H. Trautmann, “Leveraging
    TSP Solver Complementarity through Machine Learning,” <i>Evolutionary Computation</i>,
    vol. 26, no. 4, pp. 597–620, 2018, doi: <a href="https://doi.org/10.1162/evco_a_00215">10.1162/evco_a_00215</a>.'
  mla: Kerschke, Pascal, et al. “Leveraging TSP Solver Complementarity through Machine
    Learning.” <i>Evolutionary Computation</i>, vol. 26, no. 4, 2018, pp. 597–620,
    doi:<a href="https://doi.org/10.1162/evco_a_00215">10.1162/evco_a_00215</a>.
  short: P. Kerschke, L. Kotthoff, J. Bossek, H.H. Hoos, H. Trautmann, Evolutionary
    Computation 26 (2018) 597–620.
date_created: 2023-11-14T15:58:58Z
date_updated: 2023-12-13T10:51:26Z
department:
- _id: '819'
doi: 10.1162/evco_a_00215
intvolume: '        26'
issue: '4'
keyword:
- automated algorithm selection
- machine learning.
- performance modeling
- Travelling Salesperson Problem
language:
- iso: eng
page: 597–620
publication: Evolutionary Computation
publication_identifier:
  issn:
  - 1063-6560
status: public
title: Leveraging TSP Solver Complementarity through Machine Learning
type: journal_article
user_id: '102979'
volume: 26
year: '2018'
...
---
_id: '48866'
abstract:
- lang: eng
  text: 'Bossek, (2018). grapherator: A Modular Multi-Step Graph Generator. Journal
    of Open Source Software, 3(22), 528, https://doi.org/10.21105/joss.00528'
author:
- first_name: Jakob
  full_name: Bossek, Jakob
  id: '102979'
  last_name: Bossek
  orcid: 0000-0002-4121-4668
citation:
  ama: 'Bossek J. Grapherator: A Modular Multi-Step Graph Generator. <i>Journal of
    Open Source Software</i>. 2018;3(22):528. doi:<a href="https://doi.org/10.21105/joss.00528">10.21105/joss.00528</a>'
  apa: 'Bossek, J. (2018). Grapherator: A Modular Multi-Step Graph Generator. <i>Journal
    of Open Source Software</i>, <i>3</i>(22), 528. <a href="https://doi.org/10.21105/joss.00528">https://doi.org/10.21105/joss.00528</a>'
  bibtex: '@article{Bossek_2018, title={Grapherator: A Modular Multi-Step Graph Generator},
    volume={3}, DOI={<a href="https://doi.org/10.21105/joss.00528">10.21105/joss.00528</a>},
    number={22}, journal={Journal of Open Source Software}, author={Bossek, Jakob},
    year={2018}, pages={528} }'
  chicago: 'Bossek, Jakob. “Grapherator: A Modular Multi-Step Graph Generator.” <i>Journal
    of Open Source Software</i> 3, no. 22 (2018): 528. <a href="https://doi.org/10.21105/joss.00528">https://doi.org/10.21105/joss.00528</a>.'
  ieee: 'J. Bossek, “Grapherator: A Modular Multi-Step Graph Generator,” <i>Journal
    of Open Source Software</i>, vol. 3, no. 22, p. 528, 2018, doi: <a href="https://doi.org/10.21105/joss.00528">10.21105/joss.00528</a>.'
  mla: 'Bossek, Jakob. “Grapherator: A Modular Multi-Step Graph Generator.” <i>Journal
    of Open Source Software</i>, vol. 3, no. 22, 2018, p. 528, doi:<a href="https://doi.org/10.21105/joss.00528">10.21105/joss.00528</a>.'
  short: J. Bossek, Journal of Open Source Software 3 (2018) 528.
date_created: 2023-11-14T15:58:56Z
date_updated: 2023-12-13T10:51:50Z
department:
- _id: '819'
doi: 10.21105/joss.00528
intvolume: '         3'
issue: '22'
language:
- iso: eng
page: '528'
publication: Journal of Open Source Software
publication_identifier:
  issn:
  - 2475-9066
status: public
title: 'Grapherator: A Modular Multi-Step Graph Generator'
type: journal_article
user_id: '102979'
volume: 3
year: '2018'
...
---
_id: '31374'
author:
- first_name: Max
  full_name: Hoffmann, Max
  id: '32202'
  last_name: Hoffmann
  orcid: 0000-0002-6964-7123
citation:
  ama: Hoffmann M. <i>Konzeption von fachmathematischen Schnittstellenmodulen für
    Lehramtsstudierende am Beispiel ausgewählter Themen der höheren Analysis.</i>
    Vol 18-06.; 2018.
  apa: Hoffmann, M. (2018). <i>Konzeption von fachmathematischen Schnittstellenmodulen
    für Lehramtsstudierende am Beispiel ausgewählter Themen der höheren Analysis.</i>
    (Vols. 18–06).
  bibtex: '@book{Hoffmann_2018, series={khdm-Report}, title={Konzeption von fachmathematischen
    Schnittstellenmodulen für Lehramtsstudierende am Beispiel ausgewählter Themen
    der höheren Analysis.}, volume={18–06}, author={Hoffmann, Max}, year={2018}, collection={khdm-Report}
    }'
  chicago: Hoffmann, Max. <i>Konzeption von fachmathematischen Schnittstellenmodulen
    für Lehramtsstudierende am Beispiel ausgewählter Themen der höheren Analysis.</i>
    Vol. 18–06. khdm-Report, 2018.
  ieee: M. Hoffmann, <i>Konzeption von fachmathematischen Schnittstellenmodulen für
    Lehramtsstudierende am Beispiel ausgewählter Themen der höheren Analysis.</i>,
    vol. 18–06. 2018.
  mla: Hoffmann, Max. <i>Konzeption von fachmathematischen Schnittstellenmodulen für
    Lehramtsstudierende am Beispiel ausgewählter Themen der höheren Analysis.</i>
    2018.
  short: M. Hoffmann, Konzeption von fachmathematischen Schnittstellenmodulen für
    Lehramtsstudierende am Beispiel ausgewählter Themen der höheren Analysis., 2018.
date_created: 2022-05-22T14:51:16Z
date_updated: 2024-02-19T06:21:04Z
department:
- _id: '97'
language:
- iso: ger
main_file_link:
- open_access: '1'
  url: http://nbn-resolving.de/urn:nbn:de:hebis:34-2017110153692
oa: '1'
publication_status: published
series_title: khdm-Report
status: public
supervisor:
- first_name: Rolf
  full_name: Biehler, Rolf
  last_name: Biehler
- first_name: Joachim
  full_name: Hilgert, Joachim
  id: '220'
  last_name: Hilgert
title: Konzeption von fachmathematischen Schnittstellenmodulen für Lehramtsstudierende
  am Beispiel ausgewählter Themen der höheren Analysis.
type: mastersthesis
user_id: '49063'
volume: ' 18 - 06'
year: '2018'
...
---
_id: '51388'
author:
- first_name: Joachim
  full_name: Hilgert, Joachim
  id: '220'
  last_name: Hilgert
- first_name: T.
  full_name: Wurzbacher, T.
  last_name: Wurzbacher
- first_name: A.
  full_name: Alldridge, A.
  last_name: Alldridge
citation:
  ama: Hilgert J, Wurzbacher T, Alldridge A. Superorbits. <i>Journal of the Institute
    of Mathematics of Jussieu</i>. 2018;17:1065-1120. doi:<a href="https://doi.org/10.1017/S147474801600030X">10.1017/S147474801600030X</a>
  apa: Hilgert, J., Wurzbacher, T., &#38; Alldridge, A. (2018). Superorbits. <i>Journal
    of the Institute of Mathematics of Jussieu</i>, <i>17</i>, 1065–1120. <a href="https://doi.org/10.1017/S147474801600030X">https://doi.org/10.1017/S147474801600030X</a>
  bibtex: '@article{Hilgert_Wurzbacher_Alldridge_2018, title={Superorbits}, volume={17},
    DOI={<a href="https://doi.org/10.1017/S147474801600030X">10.1017/S147474801600030X</a>},
    journal={Journal of the Institute of Mathematics of Jussieu}, author={Hilgert,
    Joachim and Wurzbacher, T. and Alldridge, A.}, year={2018}, pages={1065–1120}
    }'
  chicago: 'Hilgert, Joachim, T. Wurzbacher, and A. Alldridge. “Superorbits.” <i>Journal
    of the Institute of Mathematics of Jussieu</i> 17 (2018): 1065–1120. <a href="https://doi.org/10.1017/S147474801600030X">https://doi.org/10.1017/S147474801600030X</a>.'
  ieee: 'J. Hilgert, T. Wurzbacher, and A. Alldridge, “Superorbits,” <i>Journal of
    the Institute of Mathematics of Jussieu</i>, vol. 17, pp. 1065–1120, 2018, doi:
    <a href="https://doi.org/10.1017/S147474801600030X">10.1017/S147474801600030X</a>.'
  mla: Hilgert, Joachim, et al. “Superorbits.” <i>Journal of the Institute of Mathematics
    of Jussieu</i>, vol. 17, 2018, pp. 1065–120, doi:<a href="https://doi.org/10.1017/S147474801600030X">10.1017/S147474801600030X</a>.
  short: J. Hilgert, T. Wurzbacher, A. Alldridge, Journal of the Institute of Mathematics
    of Jussieu 17 (2018) 1065–1120.
date_created: 2024-02-19T06:39:42Z
date_updated: 2024-02-19T06:39:58Z
department:
- _id: '91'
doi: 10.1017/S147474801600030X
intvolume: '        17'
language:
- iso: eng
main_file_link:
- url: https://doi.org/10.1017/S147474801600030X
page: 1065-1120
publication: Journal of the Institute of Mathematics of Jussieu
publication_status: published
status: public
title: Superorbits
type: journal_article
user_id: '49063'
volume: 17
year: '2018'
...
---
_id: '51462'
author:
- first_name: Joachim
  full_name: Hilgert, Joachim
  id: '220'
  last_name: Hilgert
citation:
  ama: 'Hilgert J. Von Fermat und Descartes zu Gauß und Cauchy - Der Wandel der Mathematik
    in der Zeit der Aufklärung. In: Nieland T, ed. <i>Erscheinung und Vernunft - Wirklichkeitszugänge
    der Aufklärung</i>. Frank&#38;Timme; 2018.'
  apa: Hilgert, J. (2018). Von Fermat und Descartes zu Gauß und Cauchy - Der Wandel
    der Mathematik in der Zeit der Aufklärung. In T. Nieland (Ed.), <i>Erscheinung
    und Vernunft - Wirklichkeitszugänge der Aufklärung</i>. Frank&#38;Timme.
  bibtex: '@inbook{Hilgert_2018, place={Berlin}, title={Von Fermat und Descartes zu
    Gauß und Cauchy - Der Wandel der Mathematik in der Zeit der Aufklärung}, booktitle={Erscheinung
    und Vernunft - Wirklichkeitszugänge der Aufklärung}, publisher={Frank&#38;Timme},
    author={Hilgert, Joachim}, editor={Nieland, T.}, year={2018} }'
  chicago: 'Hilgert, Joachim. “Von Fermat und Descartes zu Gauß und Cauchy - Der Wandel
    der Mathematik in der Zeit der Aufklärung.” In <i>Erscheinung und Vernunft - Wirklichkeitszugänge
    der Aufklärung</i>, edited by T. Nieland. Berlin: Frank&#38;Timme, 2018.'
  ieee: 'J. Hilgert, “Von Fermat und Descartes zu Gauß und Cauchy - Der Wandel der
    Mathematik in der Zeit der Aufklärung,” in <i>Erscheinung und Vernunft - Wirklichkeitszugänge
    der Aufklärung</i>, T. Nieland, Ed. Berlin: Frank&#38;Timme, 2018.'
  mla: Hilgert, Joachim. “Von Fermat und Descartes zu Gauß und Cauchy - Der Wandel
    der Mathematik in der Zeit der Aufklärung.” <i>Erscheinung und Vernunft - Wirklichkeitszugänge
    der Aufklärung</i>, edited by T. Nieland, Frank&#38;Timme, 2018.
  short: 'J. Hilgert, in: T. Nieland (Ed.), Erscheinung und Vernunft - Wirklichkeitszugänge
    der Aufklärung, Frank&#38;Timme, Berlin, 2018.'
date_created: 2024-02-19T08:03:35Z
date_updated: 2024-02-19T08:03:40Z
department:
- _id: '91'
editor:
- first_name: T.
  full_name: Nieland, T.
  last_name: Nieland
language:
- iso: ger
place: Berlin
publication: Erscheinung und Vernunft - Wirklichkeitszugänge der Aufklärung
publication_status: published
publisher: Frank&Timme
status: public
title: Von Fermat und Descartes zu Gauß und Cauchy - Der Wandel der Mathematik in
  der Zeit der Aufklärung
type: book_chapter
user_id: '49063'
year: '2018'
...
---
_id: '51523'
author:
- first_name: Joachim
  full_name: Hilgert, Joachim
  id: '220'
  last_name: Hilgert
- first_name: S.
  full_name: Hansen, S.
  last_name: Hansen
- first_name: A.
  full_name: Parthasarathy, A.
  last_name: Parthasarathy
citation:
  ama: Hilgert J, Hansen S, Parthasarathy A. Boundary Values of Eigenfunctions on
    Riemannian Symmetric Spaces. Published online 2018.
  apa: Hilgert, J., Hansen, S., &#38; Parthasarathy, A. (2018). <i>Boundary Values
    of Eigenfunctions on Riemannian Symmetric Spaces</i>.
  bibtex: '@article{Hilgert_Hansen_Parthasarathy_2018, title={Boundary Values of Eigenfunctions
    on Riemannian Symmetric Spaces}, author={Hilgert, Joachim and Hansen, S. and Parthasarathy,
    A.}, year={2018} }'
  chicago: Hilgert, Joachim, S. Hansen, and A. Parthasarathy. “Boundary Values of
    Eigenfunctions on Riemannian Symmetric Spaces,” 2018.
  ieee: J. Hilgert, S. Hansen, and A. Parthasarathy, “Boundary Values of Eigenfunctions
    on Riemannian Symmetric Spaces.” 2018.
  mla: Hilgert, Joachim, et al. <i>Boundary Values of Eigenfunctions on Riemannian
    Symmetric Spaces</i>. 2018.
  short: J. Hilgert, S. Hansen, A. Parthasarathy, (2018).
date_created: 2024-02-20T08:22:15Z
date_updated: 2024-02-20T08:24:26Z
department:
- _id: '91'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/pdf/1807.07131
oa: '1'
publication_status: published
status: public
title: Boundary Values of Eigenfunctions on Riemannian Symmetric Spaces
type: preprint
user_id: '49063'
year: '2018'
...
---
_id: '51571'
author:
- first_name: Joachim
  full_name: Hilgert, Joachim
  id: '220'
  last_name: Hilgert
citation:
  ama: 'Hilgert J. Winfried Scharlau: Das Glück, Mathematiker zu sein – Friedrich
    Hirzebruch und seine Zeit (Springer Spektrum 2017). <i>Mathematische Semesterberichte</i>.
    2018;65:307-309.'
  apa: 'Hilgert, J. (2018). Winfried Scharlau: Das Glück, Mathematiker zu sein – Friedrich
    Hirzebruch und seine Zeit (Springer Spektrum 2017). In <i>Mathematische Semesterberichte</i>
    (Vol. 65, pp. 307–309).'
  bibtex: '@article{Hilgert_2018, title={Winfried Scharlau: Das Glück, Mathematiker
    zu sein – Friedrich Hirzebruch und seine Zeit (Springer Spektrum 2017)}, volume={65},
    journal={Mathematische Semesterberichte}, author={Hilgert, Joachim}, year={2018},
    pages={307–309} }'
  chicago: 'Hilgert, Joachim. “Winfried Scharlau: Das Glück, Mathematiker zu sein
    – Friedrich Hirzebruch und seine Zeit (Springer Spektrum 2017).” <i>Mathematische
    Semesterberichte</i>, 2018.'
  ieee: 'J. Hilgert, “Winfried Scharlau: Das Glück, Mathematiker zu sein – Friedrich
    Hirzebruch und seine Zeit (Springer Spektrum 2017),” <i>Mathematische Semesterberichte</i>,
    vol. 65. pp. 307–309, 2018.'
  mla: 'Hilgert, Joachim. “Winfried Scharlau: Das Glück, Mathematiker zu sein – Friedrich
    Hirzebruch und seine Zeit (Springer Spektrum 2017).” <i>Mathematische Semesterberichte</i>,
    vol. 65, 2018, pp. 307–09.'
  short: J. Hilgert, Mathematische Semesterberichte 65 (2018) 307–309.
date_created: 2024-02-20T10:13:58Z
date_updated: 2024-02-20T10:14:53Z
department:
- _id: '91'
intvolume: '        65'
language:
- iso: ger
page: 307-309
publication: Mathematische Semesterberichte
publication_status: published
status: public
title: 'Winfried Scharlau: Das Glück, Mathematiker zu sein – Friedrich Hirzebruch
  und seine Zeit (Springer Spektrum 2017)'
type: review
user_id: '49063'
volume: 65
year: '2018'
...
---
_id: '51572'
author:
- first_name: Joachim
  full_name: Hilgert, Joachim
  id: '220'
  last_name: Hilgert
citation:
  ama: 'Hilgert J. Lemmermeyer, F: Quadratische Zahlkörper – Eine Einführung mit vielen
    Beispielen (Springer Spektrum 2017). <i>Mathematische Semesterberichte</i>. 2018;65:129-131.'
  apa: 'Hilgert, J. (2018). Lemmermeyer, F: Quadratische Zahlkörper – Eine Einführung
    mit vielen Beispielen (Springer Spektrum 2017). In <i>Mathematische Semesterberichte</i>
    (Vol. 65, pp. 129–131).'
  bibtex: '@article{Hilgert_2018, title={Lemmermeyer, F: Quadratische Zahlkörper –
    Eine Einführung mit vielen Beispielen (Springer Spektrum 2017)}, volume={65},
    journal={Mathematische Semesterberichte}, author={Hilgert, Joachim}, year={2018},
    pages={129–131} }'
  chicago: 'Hilgert, Joachim. “Lemmermeyer, F: Quadratische Zahlkörper – Eine Einführung
    mit vielen Beispielen (Springer Spektrum 2017).” <i>Mathematische Semesterberichte</i>,
    2018.'
  ieee: 'J. Hilgert, “Lemmermeyer, F: Quadratische Zahlkörper – Eine Einführung mit
    vielen Beispielen (Springer Spektrum 2017),” <i>Mathematische Semesterberichte</i>,
    vol. 65. pp. 129–131, 2018.'
  mla: 'Hilgert, Joachim. “Lemmermeyer, F: Quadratische Zahlkörper – Eine Einführung
    mit vielen Beispielen (Springer Spektrum 2017).” <i>Mathematische Semesterberichte</i>,
    vol. 65, 2018, pp. 129–31.'
  short: J. Hilgert, Mathematische Semesterberichte 65 (2018) 129–131.
date_created: 2024-02-20T10:14:32Z
date_updated: 2024-02-20T10:15:00Z
department:
- _id: '91'
intvolume: '        65'
language:
- iso: ger
page: 129-131
publication: Mathematische Semesterberichte
publication_status: published
status: public
title: 'Lemmermeyer, F: Quadratische Zahlkörper – Eine Einführung mit vielen Beispielen
  (Springer Spektrum 2017)'
type: review
user_id: '49063'
volume: 65
year: '2018'
...
---
_id: '51570'
author:
- first_name: Joachim
  full_name: Hilgert, Joachim
  id: '220'
  last_name: Hilgert
citation:
  ama: 'Hilgert J. Barry Mazur und William Stein: Prime Numbers and the Riemann Hypothesis.
    <i>Mathematische Semesterberichte</i>. 2018;65:311-313.'
  apa: 'Hilgert, J. (2018). Barry Mazur und William Stein: Prime Numbers and the Riemann
    Hypothesis. In <i>Mathematische Semesterberichte</i> (Vol. 65, pp. 311–313).'
  bibtex: '@article{Hilgert_2018, title={Barry Mazur und William Stein: Prime Numbers
    and the Riemann Hypothesis}, volume={65}, journal={Mathematische Semesterberichte},
    author={Hilgert, Joachim}, year={2018}, pages={311–313} }'
  chicago: 'Hilgert, Joachim. “Barry Mazur Und William Stein: Prime Numbers and the
    Riemann Hypothesis.” <i>Mathematische Semesterberichte</i>, 2018.'
  ieee: 'J. Hilgert, “Barry Mazur und William Stein: Prime Numbers and the Riemann
    Hypothesis,” <i>Mathematische Semesterberichte</i>, vol. 65. pp. 311–313, 2018.'
  mla: 'Hilgert, Joachim. “Barry Mazur Und William Stein: Prime Numbers and the Riemann
    Hypothesis.” <i>Mathematische Semesterberichte</i>, vol. 65, 2018, pp. 311–13.'
  short: J. Hilgert, Mathematische Semesterberichte 65 (2018) 311–313.
date_created: 2024-02-20T10:13:23Z
date_updated: 2024-02-20T10:15:08Z
department:
- _id: '91'
intvolume: '        65'
language:
- iso: eng
page: 311-313
publication: Mathematische Semesterberichte
publication_status: published
status: public
title: 'Barry Mazur und William Stein: Prime Numbers and the Riemann Hypothesis'
type: review
user_id: '49063'
volume: 65
year: '2018'
...
---
_id: '51574'
author:
- first_name: Joachim
  full_name: Hilgert, Joachim
  id: '220'
  last_name: Hilgert
citation:
  ama: Hilgert J. Joseph, G.G. Indian Mathematics. Engaging with the World from Ancient
    to Modern Times (World Scientific 2016). <i>Mathematische Semesterberichte</i>.
    2018;65:121-123.
  apa: Hilgert, J. (2018). Joseph, G.G. Indian Mathematics. Engaging with the World
    from Ancient to Modern Times (World Scientific 2016). In <i>Mathematische Semesterberichte</i>
    (Vol. 65, pp. 121–123).
  bibtex: '@article{Hilgert_2018, title={Joseph, G.G. Indian Mathematics. Engaging
    with the World from Ancient to Modern Times (World Scientific 2016)}, volume={65},
    journal={Mathematische Semesterberichte}, author={Hilgert, Joachim}, year={2018},
    pages={121–123} }'
  chicago: Hilgert, Joachim. “Joseph, G.G. Indian Mathematics. Engaging with the World
    from Ancient to Modern Times (World Scientific 2016).” <i>Mathematische Semesterberichte</i>,
    2018.
  ieee: J. Hilgert, “Joseph, G.G. Indian Mathematics. Engaging with the World from
    Ancient to Modern Times (World Scientific 2016),” <i>Mathematische Semesterberichte</i>,
    vol. 65. pp. 121–123, 2018.
  mla: Hilgert, Joachim. “Joseph, G.G. Indian Mathematics. Engaging with the World
    from Ancient to Modern Times (World Scientific 2016).” <i>Mathematische Semesterberichte</i>,
    vol. 65, 2018, pp. 121–23.
  short: J. Hilgert, Mathematische Semesterberichte 65 (2018) 121–123.
date_created: 2024-02-20T10:16:15Z
date_updated: 2024-02-20T12:44:30Z
department:
- _id: '91'
intvolume: '        65'
language:
- iso: eng
page: 121-123
publication: Mathematische Semesterberichte
publication_status: published
status: public
title: Joseph, G.G. Indian Mathematics. Engaging with the World from Ancient to Modern
  Times (World Scientific 2016)
type: review
user_id: '49063'
volume: 65
year: '2018'
...
---
_id: '51573'
author:
- first_name: Joachim
  full_name: Hilgert, Joachim
  id: '220'
  last_name: Hilgert
citation:
  ama: 'Hilgert J. Diaconis, P.,  B. Skyrms: Ten great ideas about chance (Princeton
    University Press 2018). <i>Mathematische Semesterberichte</i>. 2018;65:125-127.'
  apa: 'Hilgert, J. (2018). Diaconis, P.,  B. Skyrms: Ten great ideas about chance
    (Princeton University Press 2018). In <i>Mathematische Semesterberichte</i> (Vol.
    65, pp. 125–127).'
  bibtex: '@article{Hilgert_2018, title={Diaconis, P.,  B. Skyrms: Ten great ideas
    about chance (Princeton University Press 2018)}, volume={65}, journal={Mathematische
    Semesterberichte}, author={Hilgert, Joachim}, year={2018}, pages={125–127} }'
  chicago: 'Hilgert, Joachim. “Diaconis, P.,  B. Skyrms: Ten Great Ideas about Chance
    (Princeton University Press 2018).” <i>Mathematische Semesterberichte</i>, 2018.'
  ieee: 'J. Hilgert, “Diaconis, P.,  B. Skyrms: Ten great ideas about chance (Princeton
    University Press 2018),” <i>Mathematische Semesterberichte</i>, vol. 65. pp. 125–127,
    2018.'
  mla: 'Hilgert, Joachim. “Diaconis, P.,  B. Skyrms: Ten Great Ideas about Chance
    (Princeton University Press 2018).” <i>Mathematische Semesterberichte</i>, vol.
    65, 2018, pp. 125–27.'
  short: J. Hilgert, Mathematische Semesterberichte 65 (2018) 125–127.
date_created: 2024-02-20T10:15:42Z
date_updated: 2024-02-20T12:44:31Z
department:
- _id: '91'
intvolume: '        65'
language:
- iso: eng
page: 125-127
publication: Mathematische Semesterberichte
publication_status: published
status: public
title: 'Diaconis, P.,  B. Skyrms: Ten great ideas about chance (Princeton University
  Press 2018)'
type: review
user_id: '49063'
volume: 65
year: '2018'
...
---
_id: '6523'
author:
- first_name: Daniel
  full_name: Weber, Daniel
  id: '24041'
  last_name: Weber
  orcid: 0000-0003-3367-5998
- first_name: Mohammad Iffat
  full_name: Rafsan Jani, Mohammad Iffat
  last_name: Rafsan Jani
- first_name: Matti
  full_name: Grabo, Matti
  id: '66520'
  last_name: Grabo
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
- first_name: Tobias
  full_name: Klaus, Tobias
  last_name: Klaus
- first_name: Stefan
  full_name: Krauter, Stefan
  id: '28836'
  last_name: Krauter
  orcid: 0000-0002-3594-260X
- first_name: Joachim
  full_name: Böcker, Joachim
  id: '66'
  last_name: Böcker
  orcid: 0000-0002-8480-7295
citation:
  ama: 'Weber D, Rafsan Jani MI, Grabo M, et al. Lifetime Extension of Photovoltaic
    Modules by Influencing the Module Temperature Using Phase Change Material. In:
    <i>World Conference on Photovoltaic Energy Conversion (WCPEC-7), 45th IEEE PVSC,
    28th PVSEC, 34th EU PVSEC.</i> ; 2018. doi:<a href="https://doi.org/ 10.1109/PVSC.2018.8548115">
    10.1109/PVSC.2018.8548115</a>'
  apa: Weber, D., Rafsan Jani, M. I., Grabo, M., Wallscheid, O., Klaus, T., Krauter,
    S., &#38; Böcker, J. (2018). Lifetime Extension of Photovoltaic Modules by Influencing
    the Module Temperature Using Phase Change Material. <i>World Conference on Photovoltaic
    Energy Conversion (WCPEC-7), 45th IEEE PVSC, 28th PVSEC, 34th EU PVSEC.</i> World
    Conference on Photovoltaic Energy Conversion (WCPEC-7), 45th IEEE PVSC, 28th PVSEC,
    34th EU PVSEC, Waikoloa Village, Big Island, Hawaii (USA). <a href="https://doi.org/
    10.1109/PVSC.2018.8548115">https://doi.org/ 10.1109/PVSC.2018.8548115</a>
  bibtex: '@inproceedings{Weber_Rafsan Jani_Grabo_Wallscheid_Klaus_Krauter_Böcker_2018,
    place={Waikoloa Village, Big Island, Hawaii (USA)}, title={Lifetime Extension
    of Photovoltaic Modules by Influencing the Module Temperature Using Phase Change
    Material}, DOI={<a href="https://doi.org/ 10.1109/PVSC.2018.8548115"> 10.1109/PVSC.2018.8548115</a>},
    booktitle={World Conference on Photovoltaic Energy Conversion (WCPEC-7), 45th
    IEEE PVSC, 28th PVSEC, 34th EU PVSEC.}, author={Weber, Daniel and Rafsan Jani,
    Mohammad Iffat and Grabo, Matti and Wallscheid, Oliver and Klaus, Tobias and Krauter,
    Stefan and Böcker, Joachim}, year={2018} }'
  chicago: Weber, Daniel, Mohammad Iffat Rafsan Jani, Matti Grabo, Oliver Wallscheid,
    Tobias Klaus, Stefan Krauter, and Joachim Böcker. “Lifetime Extension of Photovoltaic
    Modules by Influencing the Module Temperature Using Phase Change Material.” In
    <i>World Conference on Photovoltaic Energy Conversion (WCPEC-7), 45th IEEE PVSC,
    28th PVSEC, 34th EU PVSEC.</i> Waikoloa Village, Big Island, Hawaii (USA), 2018.
    <a href="https://doi.org/ 10.1109/PVSC.2018.8548115">https://doi.org/ 10.1109/PVSC.2018.8548115</a>.
  ieee: 'D. Weber <i>et al.</i>, “Lifetime Extension of Photovoltaic Modules by Influencing
    the Module Temperature Using Phase Change Material,” presented at the World Conference
    on Photovoltaic Energy Conversion (WCPEC-7), 45th IEEE PVSC, 28th PVSEC, 34th
    EU PVSEC, Waikoloa Village, Big Island, Hawaii (USA), 2018, doi: <a href="https://doi.org/
    10.1109/PVSC.2018.8548115"> 10.1109/PVSC.2018.8548115</a>.'
  mla: Weber, Daniel, et al. “Lifetime Extension of Photovoltaic Modules by Influencing
    the Module Temperature Using Phase Change Material.” <i>World Conference on Photovoltaic
    Energy Conversion (WCPEC-7), 45th IEEE PVSC, 28th PVSEC, 34th EU PVSEC.</i>, 2018,
    doi:<a href="https://doi.org/ 10.1109/PVSC.2018.8548115"> 10.1109/PVSC.2018.8548115</a>.
  short: 'D. Weber, M.I. Rafsan Jani, M. Grabo, O. Wallscheid, T. Klaus, S. Krauter,
    J. Böcker, in: World Conference on Photovoltaic Energy Conversion (WCPEC-7), 45th
    IEEE PVSC, 28th PVSEC, 34th EU PVSEC., Waikoloa Village, Big Island, Hawaii (USA),
    2018.'
conference:
  end_date: 2018-06-15
  location: Waikoloa Village, Big Island, Hawaii (USA)
  name: World Conference on Photovoltaic Energy Conversion (WCPEC-7), 45th IEEE PVSC,
    28th PVSEC, 34th EU PVSEC
  start_date: 2018-06-10
date_created: 2019-01-09T09:11:03Z
date_updated: 2024-03-18T13:26:29Z
department:
- _id: '34'
- _id: '52'
- _id: '53'
- _id: '9'
- _id: '145'
doi: ' 10.1109/PVSC.2018.8548115'
language:
- iso: eng
place: Waikoloa Village, Big Island, Hawaii (USA)
publication: World Conference on Photovoltaic Energy Conversion (WCPEC-7), 45th IEEE
  PVSC, 28th PVSEC, 34th EU PVSEC.
quality_controlled: '1'
status: public
title: Lifetime Extension of Photovoltaic Modules by Influencing the Module Temperature
  Using Phase Change Material
type: conference
user_id: '66520'
year: '2018'
...
---
_id: '45974'
author:
- first_name: Balázs
  full_name: Kovács, Balázs
  id: '100441'
  last_name: Kovács
  orcid: 0000-0001-9872-3474
citation:
  ama: Kovács B. <i>Numerical Analysis of Partial Differential Equations on and of
    Evolving Surfaces</i>.; 2018.
  apa: Kovács, B. (2018). <i>Numerical analysis of partial differential equations
    on and of evolving surfaces</i>.
  bibtex: '@book{Kovács_2018, place={Tübingen, Germany}, title={Numerical analysis
    of partial differential equations on and of evolving surfaces}, author={Kovács,
    Balázs}, year={2018} }'
  chicago: Kovács, Balázs. <i>Numerical Analysis of Partial Differential Equations
    on and of Evolving Surfaces</i>. Tübingen, Germany, 2018.
  ieee: B. Kovács, <i>Numerical analysis of partial differential equations on and
    of evolving surfaces</i>. Tübingen, Germany, 2018.
  mla: Kovács, Balázs. <i>Numerical Analysis of Partial Differential Equations on
    and of Evolving Surfaces</i>. 2018.
  short: B. Kovács, Numerical Analysis of Partial Differential Equations on and of
    Evolving Surfaces, Tübingen, Germany, 2018.
date_created: 2023-07-10T12:37:48Z
date_updated: 2024-04-03T09:14:36Z
department:
- _id: '841'
extern: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://na.uni-tuebingen.de/~kovacs/BKovacs_habilitation.pdf
oa: '1'
place: Tübingen, Germany
publication_status: published
status: public
supervisor:
- first_name: Christian
  full_name: Lubich, Christian
  last_name: Lubich
title: Numerical analysis of partial differential equations on and of evolving surfaces
type: habilitation
user_id: '100441'
year: '2018'
...
