---
_id: '25161'
author:
- first_name: Bastian
  full_name: Koppelmann, Bastian
  id: '25260'
  last_name: Koppelmann
- first_name: Markus
  full_name: Becker, Markus
  last_name: Becker
- first_name: Wolfgang
  full_name: Müller, Wolfgang
  id: '16243'
  last_name: Müller
citation:
  ama: 'Koppelmann B, Becker M, Müller W. Portierung der TriCore-Architektur auf QEMU.
    In: <i>17. Workshop Methoden Und Beschreibungssprachen Zur Modellierung Und Verifikation
    von Schaltungen Und Systemen (MBMV 2014) </i>. ; 2014.'
  apa: Koppelmann, B., Becker, M., &#38; Müller, W. (2014). Portierung der TriCore-Architektur
    auf QEMU. <i>17. Workshop Methoden Und Beschreibungssprachen Zur Modellierung
    Und Verifikation von Schaltungen Und Systemen (MBMV 2014) </i>.
  bibtex: '@inproceedings{Koppelmann_Becker_Müller_2014, title={Portierung der TriCore-Architektur
    auf QEMU}, booktitle={17. Workshop Methoden und Beschreibungssprachen zur Modellierung
    und Verifikation von Schaltungen und Systemen (MBMV 2014) }, author={Koppelmann,
    Bastian and Becker, Markus and Müller, Wolfgang}, year={2014} }'
  chicago: Koppelmann, Bastian, Markus Becker, and Wolfgang Müller. “Portierung Der
    TriCore-Architektur Auf QEMU.” In <i>17. Workshop Methoden Und Beschreibungssprachen
    Zur Modellierung Und Verifikation von Schaltungen Und Systemen (MBMV 2014) </i>,
    2014.
  ieee: B. Koppelmann, M. Becker, and W. Müller, “Portierung der TriCore-Architektur
    auf QEMU,” 2014.
  mla: Koppelmann, Bastian, et al. “Portierung Der TriCore-Architektur Auf QEMU.”
    <i>17. Workshop Methoden Und Beschreibungssprachen Zur Modellierung Und Verifikation
    von Schaltungen Und Systemen (MBMV 2014) </i>, 2014.
  short: 'B. Koppelmann, M. Becker, W. Müller, in: 17. Workshop Methoden Und Beschreibungssprachen
    Zur Modellierung Und Verifikation von Schaltungen Und Systemen (MBMV 2014) , 2014.'
date_created: 2021-09-30T09:51:08Z
date_updated: 2022-01-06T06:56:53Z
department:
- _id: '672'
language:
- iso: eng
publication: '17. Workshop Methoden und Beschreibungssprachen zur Modellierung und
  Verifikation von Schaltungen und Systemen (MBMV 2014) '
status: public
title: Portierung der TriCore-Architektur auf QEMU
type: conference
user_id: '21240'
year: '2014'
...
---
_id: '25165'
author:
- first_name: Stefan
  full_name: Grösbrink, Stefan
  last_name: Grösbrink
- first_name: Sandeep
  full_name: Korrapati, Sandeep
  last_name: Korrapati
- first_name: André
  full_name: Schmitz, André
  last_name: Schmitz
- first_name: Andreas
  full_name: Schreckenberg, Andreas
  last_name: Schreckenberg
citation:
  ama: 'Grösbrink S, Korrapati S, Schmitz A, Schreckenberg A. Hypervisor-based Consolidation
    for Automated Teller Machines. In: <i>Embedded World Conference</i>. ; 2014.'
  apa: Grösbrink, S., Korrapati, S., Schmitz, A., &#38; Schreckenberg, A. (2014).
    Hypervisor-based Consolidation for Automated Teller Machines. <i>Embedded World
    Conference</i>.
  bibtex: '@inproceedings{Grösbrink_Korrapati_Schmitz_Schreckenberg_2014, title={Hypervisor-based
    Consolidation for Automated Teller Machines}, booktitle={Embedded World Conference},
    author={Grösbrink, Stefan and Korrapati, Sandeep and Schmitz, André and Schreckenberg,
    Andreas}, year={2014} }'
  chicago: Grösbrink, Stefan, Sandeep Korrapati, André Schmitz, and Andreas Schreckenberg.
    “Hypervisor-Based Consolidation for Automated Teller Machines.” In <i>Embedded
    World Conference</i>, 2014.
  ieee: S. Grösbrink, S. Korrapati, A. Schmitz, and A. Schreckenberg, “Hypervisor-based
    Consolidation for Automated Teller Machines,” 2014.
  mla: Grösbrink, Stefan, et al. “Hypervisor-Based Consolidation for Automated Teller
    Machines.” <i>Embedded World Conference</i>, 2014.
  short: 'S. Grösbrink, S. Korrapati, A. Schmitz, A. Schreckenberg, in: Embedded World
    Conference, 2014.'
date_created: 2021-09-30T10:20:49Z
date_updated: 2022-01-06T06:56:53Z
department:
- _id: '672'
language:
- iso: eng
publication: Embedded World Conference
status: public
title: Hypervisor-based Consolidation for Automated Teller Machines
type: conference
user_id: '21240'
year: '2014'
...
---
_id: '25167'
author:
- first_name: Alexander
  full_name: Jungmann, Alexander
  last_name: Jungmann
- first_name: Jan
  full_name: Jatzkowski, Jan
  last_name: Jatzkowski
- first_name: Bernd
  full_name: Kleinjohann, Bernd
  last_name: Kleinjohann
citation:
  ama: 'Jungmann A, Jatzkowski J, Kleinjohann B. Evaluation of Color Spaces for Robust
    Image Segmentation. In: <i> Proceedings of the 9th International Conference on
    Computer Vision Theory and Applications (VISAPP)</i>.  INSTICC PRESS; 2014.'
  apa: Jungmann, A., Jatzkowski, J., &#38; Kleinjohann, B. (2014). Evaluation of Color
    Spaces for Robust Image Segmentation. <i> Proceedings of the 9th International
    Conference on Computer Vision Theory and Applications (VISAPP)</i>.
  bibtex: '@inproceedings{Jungmann_Jatzkowski_Kleinjohann_2014, title={Evaluation
    of Color Spaces for Robust Image Segmentation}, booktitle={ Proceedings of the
    9th International Conference on Computer Vision Theory and Applications (VISAPP)},
    publisher={ INSTICC PRESS}, author={Jungmann, Alexander and Jatzkowski, Jan and
    Kleinjohann, Bernd}, year={2014} }'
  chicago: Jungmann, Alexander, Jan Jatzkowski, and Bernd Kleinjohann. “Evaluation
    of Color Spaces for Robust Image Segmentation.” In <i> Proceedings of the 9th
    International Conference on Computer Vision Theory and Applications (VISAPP)</i>.  INSTICC
    PRESS, 2014.
  ieee: A. Jungmann, J. Jatzkowski, and B. Kleinjohann, “Evaluation of Color Spaces
    for Robust Image Segmentation,” 2014.
  mla: Jungmann, Alexander, et al. “Evaluation of Color Spaces for Robust Image Segmentation.”
    <i> Proceedings of the 9th International Conference on Computer Vision Theory
    and Applications (VISAPP)</i>,  INSTICC PRESS, 2014.
  short: 'A. Jungmann, J. Jatzkowski, B. Kleinjohann, in:  Proceedings of the 9th
    International Conference on Computer Vision Theory and Applications (VISAPP),  INSTICC
    PRESS, 2014.'
conference:
  end_date: 2014-01-08
  start_date: 2014-01-05
date_created: 2021-09-30T10:44:53Z
date_updated: 2022-01-06T06:56:53Z
department:
- _id: '672'
language:
- iso: eng
publication: ' Proceedings of the 9th International Conference on Computer Vision
  Theory and Applications (VISAPP)'
publisher: ' INSTICC PRESS'
status: public
title: Evaluation of Color Spaces for Robust Image Segmentation
type: conference
user_id: '21240'
year: '2014'
...
---
_id: '25168'
author:
- first_name: Jürgen
  full_name: Gausemeier, Jürgen
  last_name: Gausemeier
- first_name: Franz-Josef
  full_name: Rammig, Franz-Josef
  last_name: Rammig
- first_name: Wilhelm
  full_name: Schäfer, Wilhelm
  last_name: Schäfer
- first_name: Walter
  full_name: Sextro, Walter
  id: '21220'
  last_name: Sextro
citation:
  ama: Gausemeier J, Rammig F-J, Schäfer W, Sextro W. <i>Dependability of Self-Optimizing
    Mechatronic Systems</i>. Springer-Verlag; 2014.
  apa: Gausemeier, J., Rammig, F.-J., Schäfer, W., &#38; Sextro, W. (2014). <i>Dependability
    of Self-Optimizing Mechatronic Systems</i>. Springer-Verlag.
  bibtex: '@book{Gausemeier_Rammig_Schäfer_Sextro_2014, place={ Heidelberg, Germany},
    title={Dependability of Self-Optimizing Mechatronic Systems}, publisher={Springer-Verlag},
    author={Gausemeier, Jürgen and Rammig, Franz-Josef and Schäfer, Wilhelm and Sextro,
    Walter}, year={2014} }'
  chicago: 'Gausemeier, Jürgen, Franz-Josef Rammig, Wilhelm Schäfer, and Walter Sextro.
    <i>Dependability of Self-Optimizing Mechatronic Systems</i>.  Heidelberg, Germany:
    Springer-Verlag, 2014.'
  ieee: 'J. Gausemeier, F.-J. Rammig, W. Schäfer, and W. Sextro, <i>Dependability
    of Self-Optimizing Mechatronic Systems</i>.  Heidelberg, Germany: Springer-Verlag,
    2014.'
  mla: Gausemeier, Jürgen, et al. <i>Dependability of Self-Optimizing Mechatronic
    Systems</i>. Springer-Verlag, 2014.
  short: J. Gausemeier, F.-J. Rammig, W. Schäfer, W. Sextro, Dependability of Self-Optimizing
    Mechatronic Systems, Springer-Verlag,  Heidelberg, Germany, 2014.
date_created: 2021-09-30T10:57:30Z
date_updated: 2022-01-06T06:56:53Z
department:
- _id: '672'
language:
- iso: eng
place: ' Heidelberg, Germany'
publisher: Springer-Verlag
status: public
title: Dependability of Self-Optimizing Mechatronic Systems
type: book
user_id: '21240'
year: '2014'
...
---
_id: '25170'
author:
- first_name: Stefan
  full_name: Grösbrink, Stefan
  last_name: Grösbrink
- first_name: Sebastian
  full_name: Korf, Sebastian
  last_name: Korf
- first_name: Mario
  full_name: Porrmann, Mario
  last_name: Porrmann
- first_name: Claudia
  full_name: Priesterjahn, Claudia
  last_name: Priesterjahn
- first_name: Katharina
  full_name: Stahl, Katharina
  last_name: Stahl
citation:
  ama: 'Grösbrink S, Korf S, Porrmann M, Priesterjahn C, Stahl K. Self-optimization
    by Reconfiguration. In: <i>Design Methodology for Intelligent Technical Systems</i>.
    Springer-Verlag; 2014:19-22.'
  apa: Grösbrink, S., Korf, S., Porrmann, M., Priesterjahn, C., &#38; Stahl, K. (2014).
    Self-optimization by Reconfiguration. In <i>Design Methodology for Intelligent
    Technical Systems</i> (pp. 19–22). Springer-Verlag.
  bibtex: '@inbook{Grösbrink_Korf_Porrmann_Priesterjahn_Stahl_2014, place={Heidelberg,
    Germany}, title={Self-optimization by Reconfiguration}, booktitle={Design Methodology
    for Intelligent Technical Systems}, publisher={Springer-Verlag}, author={Grösbrink,
    Stefan and Korf, Sebastian and Porrmann, Mario and Priesterjahn, Claudia and Stahl,
    Katharina}, year={2014}, pages={19–22} }'
  chicago: 'Grösbrink, Stefan, Sebastian Korf, Mario Porrmann, Claudia Priesterjahn,
    and Katharina Stahl. “Self-Optimization by Reconfiguration.” In <i>Design Methodology
    for Intelligent Technical Systems</i>, 19–22. Heidelberg, Germany: Springer-Verlag,
    2014.'
  ieee: 'S. Grösbrink, S. Korf, M. Porrmann, C. Priesterjahn, and K. Stahl, “Self-optimization
    by Reconfiguration,” in <i>Design Methodology for Intelligent Technical Systems</i>,
    Heidelberg, Germany: Springer-Verlag, 2014, pp. 19–22.'
  mla: Grösbrink, Stefan, et al. “Self-Optimization by Reconfiguration.” <i>Design
    Methodology for Intelligent Technical Systems</i>, Springer-Verlag, 2014, pp.
    19–22.
  short: 'S. Grösbrink, S. Korf, M. Porrmann, C. Priesterjahn, K. Stahl, in: Design
    Methodology for Intelligent Technical Systems, Springer-Verlag, Heidelberg, Germany,
    2014, pp. 19–22.'
date_created: 2021-09-30T11:18:27Z
date_updated: 2022-01-06T06:56:53Z
department:
- _id: '672'
language:
- iso: eng
page: 19-22
place: Heidelberg, Germany
publication: Design Methodology for Intelligent Technical Systems
publisher: Springer-Verlag
status: public
title: Self-optimization by Reconfiguration
type: book_chapter
user_id: '21240'
year: '2014'
...
---
_id: '25171'
author:
- first_name: Stefan
  full_name: Grösbrink, Stefan
  last_name: Grösbrink
citation:
  ama: 'Grösbrink S. Virtualization. In: <i>Dependability of Self-Optimizing Mechatronic
    Systems</i>. Springer-Verlag ; 2014:152-157.'
  apa: Grösbrink, S. (2014). Virtualization. In <i>Dependability of Self-Optimizing
    Mechatronic Systems</i> (pp. 152–157). Springer-Verlag .
  bibtex: '@inbook{Grösbrink_2014, place={Heidelberg, Germany}, title={Virtualization},
    booktitle={Dependability of Self-Optimizing Mechatronic Systems}, publisher={Springer-Verlag
    }, author={Grösbrink, Stefan}, year={2014}, pages={152–157} }'
  chicago: 'Grösbrink, Stefan. “Virtualization.” In <i>Dependability of Self-Optimizing
    Mechatronic Systems</i>, 152–57. Heidelberg, Germany: Springer-Verlag , 2014.'
  ieee: 'S. Grösbrink, “Virtualization,” in <i>Dependability of Self-Optimizing Mechatronic
    Systems</i>, Heidelberg, Germany: Springer-Verlag , 2014, pp. 152–157.'
  mla: Grösbrink, Stefan. “Virtualization.” <i>Dependability of Self-Optimizing Mechatronic
    Systems</i>, Springer-Verlag , 2014, pp. 152–57.
  short: 'S. Grösbrink, in: Dependability of Self-Optimizing Mechatronic Systems,
    Springer-Verlag , Heidelberg, Germany, 2014, pp. 152–157.'
date_created: 2021-09-30T11:22:02Z
date_updated: 2022-01-06T06:56:53Z
department:
- _id: '672'
language:
- iso: eng
page: 152-157
place: Heidelberg, Germany
publication: Dependability of Self-Optimizing Mechatronic Systems
publisher: 'Springer-Verlag '
status: public
title: Virtualization
type: book_chapter
user_id: '21240'
year: '2014'
...
---
_id: '25172'
author:
- first_name: Franz-Josef
  full_name: Rammig, Franz-Josef
  last_name: Rammig
- first_name: Stefan
  full_name: Grösbrink, Stefan
  last_name: Grösbrink
- first_name: Katharina
  full_name: Stahl, Katharina
  last_name: Stahl
- first_name: Yuhong
  full_name: Zhao, Yuhong
  last_name: Zhao
citation:
  ama: 'Rammig F-J, Grösbrink S, Stahl K, Zhao Y. Designing Self-Adaptive Embedded
    Real-time Software - Towards System Engineering of Self-Adaptation. In: <i> Brazilian
    Symposium on Computing Systems Engineering (SBESC)</i>. SBC; 2014.'
  apa: Rammig, F.-J., Grösbrink, S., Stahl, K., &#38; Zhao, Y. (2014). Designing Self-Adaptive
    Embedded Real-time Software - Towards System Engineering of Self-Adaptation. <i>
    Brazilian Symposium on Computing Systems Engineering (SBESC)</i>.
  bibtex: '@inproceedings{Rammig_Grösbrink_Stahl_Zhao_2014, title={Designing Self-Adaptive
    Embedded Real-time Software - Towards System Engineering of Self-Adaptation},
    booktitle={ Brazilian Symposium on Computing Systems Engineering (SBESC)}, publisher={SBC},
    author={Rammig, Franz-Josef and Grösbrink, Stefan and Stahl, Katharina and Zhao,
    Yuhong}, year={2014} }'
  chicago: Rammig, Franz-Josef, Stefan Grösbrink, Katharina Stahl, and Yuhong Zhao.
    “Designing Self-Adaptive Embedded Real-Time Software - Towards System Engineering
    of Self-Adaptation.” In <i> Brazilian Symposium on Computing Systems Engineering
    (SBESC)</i>. SBC, 2014.
  ieee: F.-J. Rammig, S. Grösbrink, K. Stahl, and Y. Zhao, “Designing Self-Adaptive
    Embedded Real-time Software - Towards System Engineering of Self-Adaptation,”
    2014.
  mla: Rammig, Franz-Josef, et al. “Designing Self-Adaptive Embedded Real-Time Software
    - Towards System Engineering of Self-Adaptation.” <i> Brazilian Symposium on Computing
    Systems Engineering (SBESC)</i>, SBC, 2014.
  short: 'F.-J. Rammig, S. Grösbrink, K. Stahl, Y. Zhao, in:  Brazilian Symposium
    on Computing Systems Engineering (SBESC), SBC, 2014.'
date_created: 2021-09-30T12:10:16Z
date_updated: 2022-01-06T06:56:53Z
department:
- _id: '672'
language:
- iso: eng
publication: ' Brazilian Symposium on Computing Systems Engineering (SBESC)'
publisher: SBC
status: public
title: Designing Self-Adaptive Embedded Real-time Software - Towards System Engineering
  of Self-Adaptation
type: conference
user_id: '21240'
year: '2014'
...
---
_id: '25173'
author:
- first_name: Michael
  full_name: Dellnitz, Michael
  last_name: Dellnitz
- first_name: Kathrin
  full_name: Flaßkamp, Kathrin
  last_name: Flaßkamp
- first_name: Philip
  full_name: Hartmann, Philip
  last_name: Hartmann
- first_name: Martin
  full_name: Krüger, Martin
  last_name: Krüger
- first_name: Tobias
  full_name: Meyer, Tobias
  last_name: Meyer
- first_name: Claudia
  full_name: Priesterjahn, Claudia
  last_name: Priesterjahn
- first_name: Sina
  full_name: Ober-Blöbaum, Sina
  id: '16494'
  last_name: Ober-Blöbaum
- first_name: Christoph
  full_name: Rasche, Christoph
  last_name: Rasche
- first_name: Walter
  full_name: Sextro, Walter
  id: '21220'
  last_name: Sextro
- first_name: Katharina
  full_name: Stahl, Katharina
  last_name: Stahl
- first_name: Ansgar
  full_name: Trächtler, Ansgar
  id: '552'
  last_name: Trächtler
citation:
  ama: 'Dellnitz M, Flaßkamp K, Hartmann P, et al. Self-optimizing Mechatronic Systems.
    In: <i>Dependability of Self-Optimizing Mechatronic Systems, Kapitel: 1.1</i>.
    Springer-Verlag; 2014:3-12.'
  apa: 'Dellnitz, M., Flaßkamp, K., Hartmann, P., Krüger, M., Meyer, T., Priesterjahn,
    C., Ober-Blöbaum, S., Rasche, C., Sextro, W., Stahl, K., &#38; Trächtler, A. (2014).
    Self-optimizing Mechatronic Systems. In <i>Dependability of Self-optimizing Mechatronic
    Systems, Kapitel: 1.1</i> (pp. 3–12). Springer-Verlag.'
  bibtex: '@inbook{Dellnitz_Flaßkamp_Hartmann_Krüger_Meyer_Priesterjahn_Ober-Blöbaum_Rasche_Sextro_Stahl_et
    al._2014, place={Heidelberg, Germany}, title={Self-optimizing Mechatronic Systems},
    booktitle={Dependability of Self-optimizing Mechatronic Systems, Kapitel: 1.1},
    publisher={Springer-Verlag}, author={Dellnitz, Michael and Flaßkamp, Kathrin and
    Hartmann, Philip and Krüger, Martin and Meyer, Tobias and Priesterjahn, Claudia
    and Ober-Blöbaum, Sina and Rasche, Christoph and Sextro, Walter and Stahl, Katharina
    and et al.}, year={2014}, pages={3–12} }'
  chicago: 'Dellnitz, Michael, Kathrin Flaßkamp, Philip Hartmann, Martin Krüger, Tobias
    Meyer, Claudia Priesterjahn, Sina Ober-Blöbaum, et al. “Self-Optimizing Mechatronic
    Systems.” In <i>Dependability of Self-Optimizing Mechatronic Systems, Kapitel:
    1.1</i>, 3–12. Heidelberg, Germany: Springer-Verlag, 2014.'
  ieee: 'M. Dellnitz <i>et al.</i>, “Self-optimizing Mechatronic Systems,” in <i>Dependability
    of Self-optimizing Mechatronic Systems, Kapitel: 1.1</i>, Heidelberg, Germany:
    Springer-Verlag, 2014, pp. 3–12.'
  mla: 'Dellnitz, Michael, et al. “Self-Optimizing Mechatronic Systems.” <i>Dependability
    of Self-Optimizing Mechatronic Systems, Kapitel: 1.1</i>, Springer-Verlag, 2014,
    pp. 3–12.'
  short: 'M. Dellnitz, K. Flaßkamp, P. Hartmann, M. Krüger, T. Meyer, C. Priesterjahn,
    S. Ober-Blöbaum, C. Rasche, W. Sextro, K. Stahl, A. Trächtler, in: Dependability
    of Self-Optimizing Mechatronic Systems, Kapitel: 1.1, Springer-Verlag, Heidelberg,
    Germany, 2014, pp. 3–12.'
date_created: 2021-09-30T12:17:07Z
date_updated: 2022-01-06T06:56:53Z
department:
- _id: '672'
language:
- iso: eng
page: 3-12
place: Heidelberg, Germany
publication: 'Dependability of Self-optimizing Mechatronic Systems, Kapitel: 1.1'
publisher: Springer-Verlag
status: public
title: Self-optimizing Mechatronic Systems
type: book_chapter
user_id: '21240'
year: '2014'
...
---
_id: '25175'
author:
- first_name: Stefan
  full_name: Grösbrink, Stefan
  last_name: Grösbrink
- first_name: Simon
  full_name: Oberthür, Simon
  id: '383'
  last_name: Oberthür
- first_name: Katharina
  full_name: Stahl, Katharina
  last_name: Stahl
citation:
  ama: 'Grösbrink S, Oberthür S, Stahl K. System Software. In: <i>Design Methodology
    for Intelligent Technical Systems Systems – Develop Intelligent Technical Systems
    of the Future, Kapitel: Methods for the Design and Development</i>. Springer-Verlag;
    2014:298-317.'
  apa: 'Grösbrink, S., Oberthür, S., &#38; Stahl, K. (2014). System Software. In <i>Design
    Methodology for Intelligent Technical Systems Systems – Develop Intelligent Technical
    Systems of the Future, Kapitel: Methods for the Design and Development</i> (pp.
    298–317). Springer-Verlag.'
  bibtex: '@inbook{Grösbrink_Oberthür_Stahl_2014, place={Heidelberg, Germany}, title={System
    Software}, booktitle={Design Methodology for Intelligent Technical Systems Systems
    – Develop Intelligent Technical Systems of the Future, Kapitel: Methods for the
    Design and Development}, publisher={Springer-Verlag}, author={Grösbrink, Stefan
    and Oberthür, Simon and Stahl, Katharina}, year={2014}, pages={298–317} }'
  chicago: 'Grösbrink, Stefan, Simon Oberthür, and Katharina Stahl. “System Software.”
    In <i>Design Methodology for Intelligent Technical Systems Systems – Develop Intelligent
    Technical Systems of the Future, Kapitel: Methods for the Design and Development</i>,
    298–317. Heidelberg, Germany: Springer-Verlag, 2014.'
  ieee: 'S. Grösbrink, S. Oberthür, and K. Stahl, “System Software,” in <i>Design
    Methodology for Intelligent Technical Systems Systems – Develop Intelligent Technical
    Systems of the Future, Kapitel: Methods for the Design and Development</i>, Heidelberg,
    Germany: Springer-Verlag, 2014, pp. 298–317.'
  mla: 'Grösbrink, Stefan, et al. “System Software.” <i>Design Methodology for Intelligent
    Technical Systems Systems – Develop Intelligent Technical Systems of the Future,
    Kapitel: Methods for the Design and Development</i>, Springer-Verlag, 2014, pp.
    298–317.'
  short: 'S. Grösbrink, S. Oberthür, K. Stahl, in: Design Methodology for Intelligent
    Technical Systems Systems – Develop Intelligent Technical Systems of the Future,
    Kapitel: Methods for the Design and Development, Springer-Verlag, Heidelberg,
    Germany, 2014, pp. 298–317.'
date_created: 2021-09-30T12:30:46Z
date_updated: 2022-01-06T06:56:54Z
department:
- _id: '672'
language:
- iso: eng
page: 298-317
place: Heidelberg, Germany
publication: 'Design Methodology for Intelligent Technical Systems Systems – Develop
  Intelligent Technical Systems of the Future, Kapitel: Methods for the Design and
  Development'
publisher: Springer-Verlag
status: public
title: System Software
type: book_chapter
user_id: '21240'
year: '2014'
...
---
_id: '25176'
author:
- first_name: Jürgen
  full_name: Gausemeier, Jürgen
  last_name: Gausemeier
- first_name: Sebastian
  full_name: Korf, Sebastian
  last_name: Korf
- first_name: Mario
  full_name: Porrmann, Mario
  last_name: Porrmann
- first_name: Katharina
  full_name: Stahl, Katharina
  last_name: Stahl
- first_name: Oliver
  full_name: Sudmann, Oliver
  last_name: Sudmann
- first_name: Mareen
  full_name: Vaßholz, Mareen
  last_name: Vaßholz
citation:
  ama: 'Gausemeier J, Korf S, Porrmann M, Stahl K, Sudmann O, Vaßholz M. Development
    of Self-Optimizing Systems. In: <i>Design Methodology for Intelligent Technical
    Systems Systems – Develop Intelligent Technical Systems of the Future, Kapitel:
    3</i>. Springer-Verlag ; 2014:65-117.'
  apa: 'Gausemeier, J., Korf, S., Porrmann, M., Stahl, K., Sudmann, O., &#38; Vaßholz,
    M. (2014). Development of Self-Optimizing Systems. In <i>Design Methodology for
    Intelligent Technical Systems Systems – Develop Intelligent Technical Systems
    of the Future, Kapitel: 3</i> (pp. 65–117). Springer-Verlag .'
  bibtex: '@inbook{Gausemeier_Korf_Porrmann_Stahl_Sudmann_Vaßholz_2014, place={Heidelberg,
    Germany}, title={Development of Self-Optimizing Systems}, booktitle={Design Methodology
    for Intelligent Technical Systems Systems – Develop Intelligent Technical Systems
    of the Future, Kapitel: 3}, publisher={Springer-Verlag }, author={Gausemeier,
    Jürgen and Korf, Sebastian and Porrmann, Mario and Stahl, Katharina and Sudmann,
    Oliver and Vaßholz, Mareen}, year={2014}, pages={65–117} }'
  chicago: 'Gausemeier, Jürgen, Sebastian Korf, Mario Porrmann, Katharina Stahl, Oliver
    Sudmann, and Mareen Vaßholz. “Development of Self-Optimizing Systems.” In <i>Design
    Methodology for Intelligent Technical Systems Systems – Develop Intelligent Technical
    Systems of the Future, Kapitel: 3</i>, 65–117. Heidelberg, Germany: Springer-Verlag
    , 2014.'
  ieee: 'J. Gausemeier, S. Korf, M. Porrmann, K. Stahl, O. Sudmann, and M. Vaßholz,
    “Development of Self-Optimizing Systems,” in <i>Design Methodology for Intelligent
    Technical Systems Systems – Develop Intelligent Technical Systems of the Future,
    Kapitel: 3</i>, Heidelberg, Germany: Springer-Verlag , 2014, pp. 65–117.'
  mla: 'Gausemeier, Jürgen, et al. “Development of Self-Optimizing Systems.” <i>Design
    Methodology for Intelligent Technical Systems Systems – Develop Intelligent Technical
    Systems of the Future, Kapitel: 3</i>, Springer-Verlag , 2014, pp. 65–117.'
  short: 'J. Gausemeier, S. Korf, M. Porrmann, K. Stahl, O. Sudmann, M. Vaßholz, in:
    Design Methodology for Intelligent Technical Systems Systems – Develop Intelligent
    Technical Systems of the Future, Kapitel: 3, Springer-Verlag , Heidelberg, Germany,
    2014, pp. 65–117.'
date_created: 2021-09-30T12:37:51Z
date_updated: 2022-01-06T06:56:54Z
department:
- _id: '672'
language:
- iso: eng
page: 65-117
place: Heidelberg, Germany
publication: 'Design Methodology for Intelligent Technical Systems Systems – Develop
  Intelligent Technical Systems of the Future, Kapitel: 3'
publisher: 'Springer-Verlag '
status: public
title: Development of Self-Optimizing Systems
type: book_chapter
user_id: '21240'
year: '2014'
...
---
_id: '25177'
author:
- first_name: Kathrin
  full_name: Flaßkamp, Kathrin
  last_name: Flaßkamp
- first_name: Stefan
  full_name: Grösbrink, Stefan
  last_name: Grösbrink
- first_name: Philip
  full_name: Hartmann, Philip
  last_name: Hartmann
- first_name: Christian
  full_name: Heinzemann, Christian
  last_name: Heinzemann
- first_name: Bernd
  full_name: Kleinjohann, Bernd
  last_name: Kleinjohann
- first_name: Lisa
  full_name: Kleinjohann, Lisa
  id: '15588'
  last_name: Kleinjohann
- first_name: Martin
  full_name: Krüger, Martin
  last_name: Krüger
- first_name: Sina
  full_name: Ober-Blöbaum, Sina
  id: '16494'
  last_name: Ober-Blöbaum
- first_name: Claudia
  full_name: Priesterjahn, Claudia
  last_name: Priesterjahn
- first_name: Christoph
  full_name: Rasche, Christoph
  last_name: Rasche
- first_name: Wilhelm
  full_name: Schäfer, Wilhelm
  last_name: Schäfer
- first_name: Dominik
  full_name: Steenken, Dominik
  last_name: Steenken
- first_name: Ansgar
  full_name: Trächtler, Ansgar
  id: '552'
  last_name: Trächtler
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
- first_name: Steffen
  full_name: Ziegert, Steffen
  last_name: Ziegert
citation:
  ama: 'Flaßkamp K, Grösbrink S, Hartmann P, et al. Development of the RailCab Vehicle.
    In: <i>Dependability of Self-Optimizing Mechatronic Systems</i>. Springer-Verlag
    ; 2014:184-190.'
  apa: Flaßkamp, K., Grösbrink, S., Hartmann, P., Heinzemann, C., Kleinjohann, B.,
    Kleinjohann, L., Krüger, M., Ober-Blöbaum, S., Priesterjahn, C., Rasche, C., Schäfer,
    W., Steenken, D., Trächtler, A., Wehrheim, H., &#38; Ziegert, S. (2014). Development
    of the RailCab Vehicle. In <i>Dependability of Self-Optimizing Mechatronic Systems</i>
    (pp. 184–190). Springer-Verlag .
  bibtex: '@inbook{Flaßkamp_Grösbrink_Hartmann_Heinzemann_Kleinjohann_Kleinjohann_Krüger_Ober-Blöbaum_Priesterjahn_Rasche_et
    al._2014, place={Heidelberg, Germany}, title={Development of the RailCab Vehicle},
    booktitle={Dependability of Self-Optimizing Mechatronic Systems}, publisher={Springer-Verlag
    }, author={Flaßkamp, Kathrin and Grösbrink, Stefan and Hartmann, Philip and Heinzemann,
    Christian and Kleinjohann, Bernd and Kleinjohann, Lisa and Krüger, Martin and
    Ober-Blöbaum, Sina and Priesterjahn, Claudia and Rasche, Christoph and et al.},
    year={2014}, pages={184–190} }'
  chicago: 'Flaßkamp, Kathrin, Stefan Grösbrink, Philip Hartmann, Christian Heinzemann,
    Bernd Kleinjohann, Lisa Kleinjohann, Martin Krüger, et al. “Development of the
    RailCab Vehicle.” In <i>Dependability of Self-Optimizing Mechatronic Systems</i>,
    184–90. Heidelberg, Germany: Springer-Verlag , 2014.'
  ieee: 'K. Flaßkamp <i>et al.</i>, “Development of the RailCab Vehicle,” in <i>Dependability
    of Self-Optimizing Mechatronic Systems</i>, Heidelberg, Germany: Springer-Verlag
    , 2014, pp. 184–190.'
  mla: Flaßkamp, Kathrin, et al. “Development of the RailCab Vehicle.” <i>Dependability
    of Self-Optimizing Mechatronic Systems</i>, Springer-Verlag , 2014, pp. 184–90.
  short: 'K. Flaßkamp, S. Grösbrink, P. Hartmann, C. Heinzemann, B. Kleinjohann, L.
    Kleinjohann, M. Krüger, S. Ober-Blöbaum, C. Priesterjahn, C. Rasche, W. Schäfer,
    D. Steenken, A. Trächtler, H. Wehrheim, S. Ziegert, in: Dependability of Self-Optimizing
    Mechatronic Systems, Springer-Verlag , Heidelberg, Germany, 2014, pp. 184–190.'
date_created: 2021-09-30T12:44:57Z
date_updated: 2022-01-06T06:56:54Z
department:
- _id: '672'
language:
- iso: eng
page: 184-190
place: Heidelberg, Germany
publication: Dependability of Self-Optimizing Mechatronic Systems
publisher: 'Springer-Verlag '
status: public
title: Development of the RailCab Vehicle
type: book_chapter
user_id: '21240'
year: '2014'
...
---
_id: '25179'
author:
- first_name: Franz-Josef
  full_name: Rammig, Franz-Josef
  last_name: Rammig
- first_name: Yuhong
  full_name: Zhao, Yuhong
  last_name: Zhao
citation:
  ama: 'Rammig F-J, Zhao Y. Online Model Checking. In: <i>Dependability of Self-Optimizing
    Mechatronic Systems</i>. Springer-Verlag; 2014:147-152.'
  apa: Rammig, F.-J., &#38; Zhao, Y. (2014). Online Model Checking. In <i>Dependability
    of Self-Optimizing Mechatronic Systems</i> (pp. 147–152). Springer-Verlag.
  bibtex: '@inbook{Rammig_Zhao_2014, place={ Heidelberg, Germany}, title={Online Model
    Checking}, booktitle={Dependability of Self-Optimizing Mechatronic Systems}, publisher={Springer-Verlag},
    author={Rammig, Franz-Josef and Zhao, Yuhong}, year={2014}, pages={147–152} }'
  chicago: 'Rammig, Franz-Josef, and Yuhong Zhao. “Online Model Checking.” In <i>Dependability
    of Self-Optimizing Mechatronic Systems</i>, 147–52.  Heidelberg, Germany: Springer-Verlag,
    2014.'
  ieee: 'F.-J. Rammig and Y. Zhao, “Online Model Checking,” in <i>Dependability of
    Self-Optimizing Mechatronic Systems</i>,  Heidelberg, Germany: Springer-Verlag,
    2014, pp. 147–152.'
  mla: Rammig, Franz-Josef, and Yuhong Zhao. “Online Model Checking.” <i>Dependability
    of Self-Optimizing Mechatronic Systems</i>, Springer-Verlag, 2014, pp. 147–52.
  short: 'F.-J. Rammig, Y. Zhao, in: Dependability of Self-Optimizing Mechatronic
    Systems, Springer-Verlag,  Heidelberg, Germany, 2014, pp. 147–152.'
date_created: 2021-09-30T13:07:12Z
date_updated: 2022-01-06T06:56:54Z
department:
- _id: '672'
language:
- iso: eng
page: 147-152
place: ' Heidelberg, Germany'
publication: Dependability of Self-Optimizing Mechatronic Systems
publisher: Springer-Verlag
status: public
title: Online Model Checking
type: book_chapter
user_id: '21240'
year: '2014'
...
---
_id: '25180'
author:
- first_name: Jürgen
  full_name: Gausemeier, Jürgen
  last_name: Gausemeier
- first_name: Franz-Josef
  full_name: Rammig, Franz-Josef
  last_name: Rammig
- first_name: Wilhelm
  full_name: Schäfer, Wilhelm
  last_name: Schäfer
citation:
  ama: Gausemeier J, Rammig F-J, Schäfer W. <i>Design Methodology for Intelligent
    Technical Systems - Develop Intelligent Technical Systems of the Future</i>. Springer-Verlag;
    2014.
  apa: Gausemeier, J., Rammig, F.-J., &#38; Schäfer, W. (2014). <i>Design Methodology
    for Intelligent Technical Systems - Develop Intelligent Technical Systems of the
    Future</i>. Springer-Verlag.
  bibtex: '@book{Gausemeier_Rammig_Schäfer_2014, place={Heidelberg, Germany}, title={Design
    Methodology for Intelligent Technical Systems - Develop Intelligent Technical
    Systems of the Future}, publisher={Springer-Verlag}, author={Gausemeier, Jürgen
    and Rammig, Franz-Josef and Schäfer, Wilhelm}, year={2014} }'
  chicago: 'Gausemeier, Jürgen, Franz-Josef Rammig, and Wilhelm Schäfer. <i>Design
    Methodology for Intelligent Technical Systems - Develop Intelligent Technical
    Systems of the Future</i>. Heidelberg, Germany: Springer-Verlag, 2014.'
  ieee: 'J. Gausemeier, F.-J. Rammig, and W. Schäfer, <i>Design Methodology for Intelligent
    Technical Systems - Develop Intelligent Technical Systems of the Future</i>. Heidelberg,
    Germany: Springer-Verlag, 2014.'
  mla: Gausemeier, Jürgen, et al. <i>Design Methodology for Intelligent Technical
    Systems - Develop Intelligent Technical Systems of the Future</i>. Springer-Verlag,
    2014.
  short: J. Gausemeier, F.-J. Rammig, W. Schäfer, Design Methodology for Intelligent
    Technical Systems - Develop Intelligent Technical Systems of the Future, Springer-Verlag,
    Heidelberg, Germany, 2014.
date_created: 2021-09-30T13:09:30Z
date_updated: 2022-01-06T06:56:54Z
department:
- _id: '672'
language:
- iso: eng
place: Heidelberg, Germany
publisher: Springer-Verlag
status: public
title: Design Methodology for Intelligent Technical Systems - Develop Intelligent
  Technical Systems of the Future
type: book
user_id: '21240'
year: '2014'
...
---
_id: '20007'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Istvan
  full_name: Karsai, Istvan
  last_name: Karsai
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Allison
  full_name: Hilbun, Allison
  last_name: Hilbun
citation:
  ama: 'Hamann H, Karsai I, Schmickl T, Hilbun A. The common stomach: Organizing task
    allocation in wasp societies. In: <i>Symposium on Biomathematics and Ecology:
    Education and Research</i>. ; 2014.'
  apa: 'Hamann, H., Karsai, I., Schmickl, T., &#38; Hilbun, A. (2014). The common
    stomach: Organizing task allocation in wasp societies. In <i>Symposium on Biomathematics
    and Ecology: Education and Research</i>.'
  bibtex: '@inproceedings{Hamann_Karsai_Schmickl_Hilbun_2014, title={The common stomach:
    Organizing task allocation in wasp societies}, booktitle={Symposium on Biomathematics
    and Ecology: Education and Research}, author={Hamann, Heiko and Karsai, Istvan
    and Schmickl, Thomas and Hilbun, Allison}, year={2014} }'
  chicago: 'Hamann, Heiko, Istvan Karsai, Thomas Schmickl, and Allison Hilbun. “The
    Common Stomach: Organizing Task Allocation in Wasp Societies.” In <i>Symposium
    on Biomathematics and Ecology: Education and Research</i>, 2014.'
  ieee: 'H. Hamann, I. Karsai, T. Schmickl, and A. Hilbun, “The common stomach: Organizing
    task allocation in wasp societies,” in <i>Symposium on Biomathematics and Ecology:
    Education and Research</i>, 2014.'
  mla: 'Hamann, Heiko, et al. “The Common Stomach: Organizing Task Allocation in Wasp
    Societies.” <i>Symposium on Biomathematics and Ecology: Education and Research</i>,
    2014.'
  short: 'H. Hamann, I. Karsai, T. Schmickl, A. Hilbun, in: Symposium on Biomathematics
    and Ecology: Education and Research, 2014.'
date_created: 2020-10-15T13:56:46Z
date_updated: 2022-01-06T06:54:18Z
department:
- _id: '63'
- _id: '238'
language:
- iso: eng
publication: 'Symposium on Biomathematics and Ecology: Education and Research'
status: public
title: 'The common stomach: Organizing task allocation in wasp societies'
type: conference
user_id: '15415'
year: '2014'
...
---
_id: '20008'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Gabriele
  full_name: Valentini, Gabriele
  last_name: Valentini
citation:
  ama: 'Hamann H, Valentini G. Swarm in a Fly Bottle: Feedback-Based Analysis of Self-organizing
    Temporary Lock-ins. In: <i>Ninth Int. Conf. on Swarm Intelligence (ANTS 2014)</i>.
    Cham; 2014. doi:<a href="https://doi.org/10.1007/978-3-319-09952-1_15">10.1007/978-3-319-09952-1_15</a>'
  apa: 'Hamann, H., &#38; Valentini, G. (2014). Swarm in a Fly Bottle: Feedback-Based
    Analysis of Self-organizing Temporary Lock-ins. In <i>Ninth Int. Conf. on Swarm
    Intelligence (ANTS 2014)</i>. Cham. <a href="https://doi.org/10.1007/978-3-319-09952-1_15">https://doi.org/10.1007/978-3-319-09952-1_15</a>'
  bibtex: '@inproceedings{Hamann_Valentini_2014, place={Cham}, title={Swarm in a Fly
    Bottle: Feedback-Based Analysis of Self-organizing Temporary Lock-ins}, DOI={<a
    href="https://doi.org/10.1007/978-3-319-09952-1_15">10.1007/978-3-319-09952-1_15</a>},
    booktitle={Ninth Int. Conf. on Swarm Intelligence (ANTS 2014)}, author={Hamann,
    Heiko and Valentini, Gabriele}, year={2014} }'
  chicago: 'Hamann, Heiko, and Gabriele Valentini. “Swarm in a Fly Bottle: Feedback-Based
    Analysis of Self-Organizing Temporary Lock-Ins.” In <i>Ninth Int. Conf. on Swarm
    Intelligence (ANTS 2014)</i>. Cham, 2014. <a href="https://doi.org/10.1007/978-3-319-09952-1_15">https://doi.org/10.1007/978-3-319-09952-1_15</a>.'
  ieee: 'H. Hamann and G. Valentini, “Swarm in a Fly Bottle: Feedback-Based Analysis
    of Self-organizing Temporary Lock-ins,” in <i>Ninth Int. Conf. on Swarm Intelligence
    (ANTS 2014)</i>, 2014.'
  mla: 'Hamann, Heiko, and Gabriele Valentini. “Swarm in a Fly Bottle: Feedback-Based
    Analysis of Self-Organizing Temporary Lock-Ins.” <i>Ninth Int. Conf. on Swarm
    Intelligence (ANTS 2014)</i>, 2014, doi:<a href="https://doi.org/10.1007/978-3-319-09952-1_15">10.1007/978-3-319-09952-1_15</a>.'
  short: 'H. Hamann, G. Valentini, in: Ninth Int. Conf. on Swarm Intelligence (ANTS
    2014), Cham, 2014.'
date_created: 2020-10-15T14:13:51Z
date_updated: 2022-01-06T06:54:18Z
department:
- _id: '63'
- _id: '238'
doi: 10.1007/978-3-319-09952-1_15
language:
- iso: eng
place: Cham
publication: Ninth Int. Conf. on Swarm Intelligence (ANTS 2014)
publication_identifier:
  isbn:
  - '9783319099514'
  - '9783319099521'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
status: public
title: 'Swarm in a Fly Bottle: Feedback-Based Analysis of Self-organizing Temporary
  Lock-ins'
type: conference
user_id: '15415'
year: '2014'
...
---
_id: '20120'
abstract:
- lang: eng
  text: A grand challenge in the field of artificial life is to find a general theory
    of emergent self-organizing systems. In swarm systems most of the observed complexity
    is based on motion of simple entities. Similarly, statistical mechanics focuses
    on collective properties induced by the motion of many interacting particles.
    In this article we apply methods from statistical mechanics to swarm systems.
    We try to explain the emergent behavior of a simulated swarm by applying methods
    based on the fluctuation theorem. Empirical results indicate that swarms are able
    to produce negative entropy within an isolated subsystem due to frozen accidents.
    Individuals of a swarm are able to locally detect fluctuations of the global entropy
    measure and store them, if they are negative entropy productions. By accumulating
    these stored fluctuations over time the swarm as a whole is producing negative
    entropy and the system ends up in an ordered state. We claim that this indicates
    the existence of an inverted fluctuation theorem for emergent self-organizing
    dissipative systems. This approach bears the potential of general applicability.
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Karl
  full_name: Crailsheim, Karl
  last_name: Crailsheim
citation:
  ama: Hamann H, Schmickl T, Crailsheim K. Analysis of Swarm Behaviors Based on an
    Inversion of the Fluctuation Theorem. <i>Artificial Life</i>. 2014;20(1):77-93.
    doi:<a href="https://doi.org/10.1162/ARTL_a_00097">10.1162/ARTL_a_00097</a>
  apa: Hamann, H., Schmickl, T., &#38; Crailsheim, K. (2014). Analysis of Swarm Behaviors
    Based on an Inversion of the Fluctuation Theorem. <i>Artificial Life</i>, <i>20</i>(1),
    77–93. <a href="https://doi.org/10.1162/ARTL_a_00097">https://doi.org/10.1162/ARTL_a_00097</a>
  bibtex: '@article{Hamann_Schmickl_Crailsheim_2014, title={Analysis of Swarm Behaviors
    Based on an Inversion of the Fluctuation Theorem}, volume={20}, DOI={<a href="https://doi.org/10.1162/ARTL_a_00097">10.1162/ARTL_a_00097</a>},
    number={1}, journal={Artificial Life}, author={Hamann, Heiko and Schmickl, Thomas
    and Crailsheim, Karl}, year={2014}, pages={77–93} }'
  chicago: 'Hamann, Heiko, Thomas Schmickl, and Karl Crailsheim. “Analysis of Swarm
    Behaviors Based on an Inversion of the Fluctuation Theorem.” <i>Artificial Life</i>
    20, no. 1 (2014): 77–93. <a href="https://doi.org/10.1162/ARTL_a_00097">https://doi.org/10.1162/ARTL_a_00097</a>.'
  ieee: H. Hamann, T. Schmickl, and K. Crailsheim, “Analysis of Swarm Behaviors Based
    on an Inversion of the Fluctuation Theorem,” <i>Artificial Life</i>, vol. 20,
    no. 1, pp. 77–93, 2014.
  mla: Hamann, Heiko, et al. “Analysis of Swarm Behaviors Based on an Inversion of
    the Fluctuation Theorem.” <i>Artificial Life</i>, vol. 20, no. 1, 2014, pp. 77–93,
    doi:<a href="https://doi.org/10.1162/ARTL_a_00097">10.1162/ARTL_a_00097</a>.
  short: H. Hamann, T. Schmickl, K. Crailsheim, Artificial Life 20 (2014) 77–93.
date_created: 2020-10-19T08:41:18Z
date_updated: 2022-01-06T06:54:20Z
department:
- _id: '63'
- _id: '238'
doi: 10.1162/ARTL_a_00097
intvolume: '        20'
issue: '1'
language:
- iso: eng
page: 77-93
publication: Artificial Life
status: public
title: Analysis of Swarm Behaviors Based on an Inversion of the Fluctuation Theorem
type: journal_article
user_id: '15415'
volume: 20
year: '2014'
...
---
_id: '20121'
abstract:
- lang: eng
  text: Collective decision making in self-organized systems is challenging because
    it relies on local perception and local communication. Globally defined qualities
    such as consensus time and decision accuracy are both difficult to predict and
    difficult to guarantee. We present the weighted voter model which implements a
    self-organized collective decision making process. We provide an ODE model, a
    master equation model (numerically solved by the Gillespie algorithm), and agent-based
    simulations of the proposed decision-making strategy. This set of models enables
    us to investigate the system behavior in the thermodynamic limit and to investigate
    finite-size effects due to random fluctuations. Based on our results, we give
    minimum requirements to guarantee consensus on the optimal decision, a minimum
    swarm size to guarantee a certain accuracy, and we show that the proposed approach
    scales with system size and is robust to noise.
author:
- first_name: Marco
  full_name: Dorigo, Marco
  last_name: Dorigo
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Gabriele
  full_name: Valentini, Gabriele
  last_name: Valentini
- first_name: Alessio
  full_name: Lomuscio, Alessio
  last_name: Lomuscio
- first_name: Paul
  full_name: Scerri, Paul
  last_name: Scerri
- first_name: Ana
  full_name: Bazzan, Ana
  last_name: Bazzan
- first_name: Michael
  full_name: Huhns, Michael
  last_name: Huhns
citation:
  ama: 'Dorigo M, Hamann H, Valentini G, et al. Self-Organized Collective Decision
    Making: The Weighted Voter Model. In: <i>Proceedings of the 13th Int. Conf. on
    Autonomous Agents and Multiagent Systems (AAMAS 2014)</i>. ; 2014.'
  apa: 'Dorigo, M., Hamann, H., Valentini, G., Lomuscio, A., Scerri, P., Bazzan, A.,
    &#38; Huhns, M. (2014). Self-Organized Collective Decision Making: The Weighted
    Voter Model. In <i>Proceedings of the 13th Int. Conf. on Autonomous Agents and
    Multiagent Systems (AAMAS 2014)</i>.'
  bibtex: '@inproceedings{Dorigo_Hamann_Valentini_Lomuscio_Scerri_Bazzan_Huhns_2014,
    title={Self-Organized Collective Decision Making: The Weighted Voter Model}, booktitle={Proceedings
    of the 13th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2014)},
    author={Dorigo, Marco and Hamann, Heiko and Valentini, Gabriele and Lomuscio,
    Alessio and Scerri, Paul and Bazzan, Ana and Huhns, Michael}, year={2014} }'
  chicago: 'Dorigo, Marco, Heiko Hamann, Gabriele Valentini, Alessio Lomuscio, Paul
    Scerri, Ana Bazzan, and Michael Huhns. “Self-Organized Collective Decision Making:
    The Weighted Voter Model.” In <i>Proceedings of the 13th Int. Conf. on Autonomous
    Agents and Multiagent Systems (AAMAS 2014)</i>, 2014.'
  ieee: 'M. Dorigo <i>et al.</i>, “Self-Organized Collective Decision Making: The
    Weighted Voter Model,” in <i>Proceedings of the 13th Int. Conf. on Autonomous
    Agents and Multiagent Systems (AAMAS 2014)</i>, 2014.'
  mla: 'Dorigo, Marco, et al. “Self-Organized Collective Decision Making: The Weighted
    Voter Model.” <i>Proceedings of the 13th Int. Conf. on Autonomous Agents and Multiagent
    Systems (AAMAS 2014)</i>, 2014.'
  short: 'M. Dorigo, H. Hamann, G. Valentini, A. Lomuscio, P. Scerri, A. Bazzan, M.
    Huhns, in: Proceedings of the 13th Int. Conf. on Autonomous Agents and Multiagent
    Systems (AAMAS 2014), 2014.'
date_created: 2020-10-19T08:49:05Z
date_updated: 2022-01-06T06:54:20Z
department:
- _id: '63'
- _id: '238'
language:
- iso: eng
publication: Proceedings of the 13th Int. Conf. on Autonomous Agents and Multiagent
  Systems (AAMAS 2014)
status: public
title: 'Self-Organized Collective Decision Making: The Weighted Voter Model'
type: conference
user_id: '15415'
year: '2014'
...
---
_id: '20126'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
citation:
  ama: 'Hamann H. Evolving Prediction Machines: Collective Behaviors Based on Minimal
    Surprisal. In: <i>Int. Conf. on Genetic and Evolutionary Computation (GECCO 2014)</i>.
    ; 2014:31-32. doi:<a href="https://doi.org/10.1145/2598394.2598507">10.1145/2598394.2598507</a>'
  apa: 'Hamann, H. (2014). Evolving Prediction Machines: Collective Behaviors Based
    on Minimal Surprisal. In <i>Int. Conf. on Genetic and Evolutionary Computation
    (GECCO 2014)</i> (pp. 31–32). <a href="https://doi.org/10.1145/2598394.2598507">https://doi.org/10.1145/2598394.2598507</a>'
  bibtex: '@inproceedings{Hamann_2014, title={Evolving Prediction Machines: Collective
    Behaviors Based on Minimal Surprisal}, DOI={<a href="https://doi.org/10.1145/2598394.2598507">10.1145/2598394.2598507</a>},
    booktitle={Int. Conf. on Genetic and Evolutionary Computation (GECCO 2014)}, author={Hamann,
    Heiko}, year={2014}, pages={31–32} }'
  chicago: 'Hamann, Heiko. “Evolving Prediction Machines: Collective Behaviors Based
    on Minimal Surprisal.” In <i>Int. Conf. on Genetic and Evolutionary Computation
    (GECCO 2014)</i>, 31–32, 2014. <a href="https://doi.org/10.1145/2598394.2598507">https://doi.org/10.1145/2598394.2598507</a>.'
  ieee: 'H. Hamann, “Evolving Prediction Machines: Collective Behaviors Based on Minimal
    Surprisal,” in <i>Int. Conf. on Genetic and Evolutionary Computation (GECCO 2014)</i>,
    2014, pp. 31–32.'
  mla: 'Hamann, Heiko. “Evolving Prediction Machines: Collective Behaviors Based on
    Minimal Surprisal.” <i>Int. Conf. on Genetic and Evolutionary Computation (GECCO
    2014)</i>, 2014, pp. 31–32, doi:<a href="https://doi.org/10.1145/2598394.2598507">10.1145/2598394.2598507</a>.'
  short: 'H. Hamann, in: Int. Conf. on Genetic and Evolutionary Computation (GECCO
    2014), 2014, pp. 31–32.'
date_created: 2020-10-20T07:45:46Z
date_updated: 2022-01-06T06:54:20Z
department:
- _id: '63'
- _id: '238'
doi: 10.1145/2598394.2598507
language:
- iso: eng
page: 31-32
publication: Int. Conf. on Genetic and Evolutionary Computation (GECCO 2014)
status: public
title: 'Evolving Prediction Machines: Collective Behaviors Based on Minimal Surprisal'
type: conference
user_id: '15415'
year: '2014'
...
---
_id: '20127'
author:
- first_name: Mauro
  full_name: Birattari, Mauro
  last_name: Birattari
- first_name: Marco
  full_name: Dorigo, Marco
  last_name: Dorigo
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Simon
  full_name: Garnier, Simon
  last_name: Garnier
- first_name: Marco
  full_name: Montes de Oca, Marco
  last_name: Montes de Oca
- first_name: Christine
  full_name: Solnon, Christine
  last_name: Solnon
- first_name: Thomas
  full_name: Stuetzle, Thomas
  last_name: Stuetzle
- first_name: Hongli
  full_name: Ding, Hongli
  last_name: Ding
citation:
  ama: 'Birattari M, Dorigo M, Hamann H, et al. Sorting in Swarm Robots Using Communication-Based
    Cluster Size Estimation. In: <i>Ninth Int. Conf. on Swarm Intelligence (ANTS 2014)</i>.
    Vol 8667. ; 2014:262-269. doi:<a href="https://doi.org/10.1007/978-3-319-09952-1_25">10.1007/978-3-319-09952-1_25</a>'
  apa: Birattari, M., Dorigo, M., Hamann, H., Garnier, S., Montes de Oca, M., Solnon,
    C., … Ding, H. (2014). Sorting in Swarm Robots Using Communication-Based Cluster
    Size Estimation. In <i>Ninth Int. Conf. on Swarm Intelligence (ANTS 2014)</i>
    (Vol. 8667, pp. 262–269). <a href="https://doi.org/10.1007/978-3-319-09952-1_25">https://doi.org/10.1007/978-3-319-09952-1_25</a>
  bibtex: '@inproceedings{Birattari_Dorigo_Hamann_Garnier_Montes de Oca_Solnon_Stuetzle_Ding_2014,
    title={Sorting in Swarm Robots Using Communication-Based Cluster Size Estimation},
    volume={8667}, DOI={<a href="https://doi.org/10.1007/978-3-319-09952-1_25">10.1007/978-3-319-09952-1_25</a>},
    booktitle={Ninth Int. Conf. on Swarm Intelligence (ANTS 2014)}, author={Birattari,
    Mauro and Dorigo, Marco and Hamann, Heiko and Garnier, Simon and Montes de Oca,
    Marco and Solnon, Christine and Stuetzle, Thomas and Ding, Hongli}, year={2014},
    pages={262–269} }'
  chicago: Birattari, Mauro, Marco Dorigo, Heiko Hamann, Simon Garnier, Marco Montes
    de Oca, Christine Solnon, Thomas Stuetzle, and Hongli Ding. “Sorting in Swarm
    Robots Using Communication-Based Cluster Size Estimation.” In <i>Ninth Int. Conf.
    on Swarm Intelligence (ANTS 2014)</i>, 8667:262–69, 2014. <a href="https://doi.org/10.1007/978-3-319-09952-1_25">https://doi.org/10.1007/978-3-319-09952-1_25</a>.
  ieee: M. Birattari <i>et al.</i>, “Sorting in Swarm Robots Using Communication-Based
    Cluster Size Estimation,” in <i>Ninth Int. Conf. on Swarm Intelligence (ANTS 2014)</i>,
    2014, vol. 8667, pp. 262–269.
  mla: Birattari, Mauro, et al. “Sorting in Swarm Robots Using Communication-Based
    Cluster Size Estimation.” <i>Ninth Int. Conf. on Swarm Intelligence (ANTS 2014)</i>,
    vol. 8667, 2014, pp. 262–69, doi:<a href="https://doi.org/10.1007/978-3-319-09952-1_25">10.1007/978-3-319-09952-1_25</a>.
  short: 'M. Birattari, M. Dorigo, H. Hamann, S. Garnier, M. Montes de Oca, C. Solnon,
    T. Stuetzle, H. Ding, in: Ninth Int. Conf. on Swarm Intelligence (ANTS 2014),
    2014, pp. 262–269.'
date_created: 2020-10-20T07:54:18Z
date_updated: 2022-01-06T06:54:20Z
department:
- _id: '63'
- _id: '238'
doi: 10.1007/978-3-319-09952-1_25
intvolume: '      8667'
language:
- iso: eng
page: 262-269
publication: Ninth Int. Conf. on Swarm Intelligence (ANTS 2014)
status: public
title: Sorting in Swarm Robots Using Communication-Based Cluster Size Estimation
type: conference
user_id: '15415'
volume: 8667
year: '2014'
...
---
_id: '20128'
author:
- first_name: Yara
  full_name: Khaluf, Yara
  last_name: Khaluf
- first_name: Marco
  full_name: Dorigo, Marco
  last_name: Dorigo
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Gabriele
  full_name: Valentini, Gabriele
  last_name: Valentini
- first_name: T.
  full_name: Bartz-Beielstein, T.
  last_name: Bartz-Beielstein
citation:
  ama: 'Khaluf Y, Dorigo M, Hamann H, Valentini G, Bartz-Beielstein T. Derivation
    of a Micro-Macro Link for Collective Decision-Making Systems: Uncover Network
    Features Based on Drift Measurements. In: <i>13th International Conference on
    Parallel Problem Solving from Nature (PPSN 2014)</i>. Vol 8672. Springer; 2014:181-190.
    doi:<a href="https://doi.org/10.1007/978-3-319-10762-2_18">10.1007/978-3-319-10762-2_18</a>'
  apa: 'Khaluf, Y., Dorigo, M., Hamann, H., Valentini, G., &#38; Bartz-Beielstein,
    T. (2014). Derivation of a Micro-Macro Link for Collective Decision-Making Systems:
    Uncover Network Features Based on Drift Measurements. In <i>13th International
    Conference on Parallel Problem Solving from Nature (PPSN 2014)</i> (Vol. 8672,
    pp. 181–190). Springer. <a href="https://doi.org/10.1007/978-3-319-10762-2_18">https://doi.org/10.1007/978-3-319-10762-2_18</a>'
  bibtex: '@inbook{Khaluf_Dorigo_Hamann_Valentini_Bartz-Beielstein_2014, title={Derivation
    of a Micro-Macro Link for Collective Decision-Making Systems: Uncover Network
    Features Based on Drift Measurements}, volume={8672}, DOI={<a href="https://doi.org/10.1007/978-3-319-10762-2_18">10.1007/978-3-319-10762-2_18</a>},
    booktitle={13th International Conference on Parallel Problem Solving from Nature
    (PPSN 2014)}, publisher={Springer}, author={Khaluf, Yara and Dorigo, Marco and
    Hamann, Heiko and Valentini, Gabriele and Bartz-Beielstein, T.}, year={2014},
    pages={181–190} }'
  chicago: 'Khaluf, Yara, Marco Dorigo, Heiko Hamann, Gabriele Valentini, and T. Bartz-Beielstein.
    “Derivation of a Micro-Macro Link for Collective Decision-Making Systems: Uncover
    Network Features Based on Drift Measurements.” In <i>13th International Conference
    on Parallel Problem Solving from Nature (PPSN 2014)</i>, 8672:181–90. Springer,
    2014. <a href="https://doi.org/10.1007/978-3-319-10762-2_18">https://doi.org/10.1007/978-3-319-10762-2_18</a>.'
  ieee: 'Y. Khaluf, M. Dorigo, H. Hamann, G. Valentini, and T. Bartz-Beielstein, “Derivation
    of a Micro-Macro Link for Collective Decision-Making Systems: Uncover Network
    Features Based on Drift Measurements,” in <i>13th International Conference on
    Parallel Problem Solving from Nature (PPSN 2014)</i>, vol. 8672, Springer, 2014,
    pp. 181–190.'
  mla: 'Khaluf, Yara, et al. “Derivation of a Micro-Macro Link for Collective Decision-Making
    Systems: Uncover Network Features Based on Drift Measurements.” <i>13th International
    Conference on Parallel Problem Solving from Nature (PPSN 2014)</i>, vol. 8672,
    Springer, 2014, pp. 181–90, doi:<a href="https://doi.org/10.1007/978-3-319-10762-2_18">10.1007/978-3-319-10762-2_18</a>.'
  short: 'Y. Khaluf, M. Dorigo, H. Hamann, G. Valentini, T. Bartz-Beielstein, in:
    13th International Conference on Parallel Problem Solving from Nature (PPSN 2014),
    Springer, 2014, pp. 181–190.'
date_created: 2020-10-20T08:26:59Z
date_updated: 2022-01-06T06:54:20Z
department:
- _id: '63'
- _id: '238'
doi: 10.1007/978-3-319-10762-2_18
intvolume: '      8672'
language:
- iso: eng
page: 181-190
publication: 13th International Conference on Parallel Problem Solving from Nature
  (PPSN 2014)
publisher: Springer
status: public
title: 'Derivation of a Micro-Macro Link for Collective Decision-Making Systems: Uncover
  Network Features Based on Drift Measurements'
type: book_chapter
user_id: '15415'
volume: 8672
year: '2014'
...
