---
_id: '251'
author:
- first_name: Karlson
  full_name: Pfannschmidt, Karlson
  last_name: Pfannschmidt
citation:
  ama: Pfannschmidt K. <i>Solving the Aggregated Bandits Problem</i>. Universität
    Paderborn; 2015.
  apa: Pfannschmidt, K. (2015). <i>Solving the aggregated bandits problem</i>. Universität
    Paderborn.
  bibtex: '@book{Pfannschmidt_2015, title={Solving the aggregated bandits problem},
    publisher={Universität Paderborn}, author={Pfannschmidt, Karlson}, year={2015}
    }'
  chicago: Pfannschmidt, Karlson. <i>Solving the Aggregated Bandits Problem</i>. Universität
    Paderborn, 2015.
  ieee: K. Pfannschmidt, <i>Solving the aggregated bandits problem</i>. Universität
    Paderborn, 2015.
  mla: Pfannschmidt, Karlson. <i>Solving the Aggregated Bandits Problem</i>. Universität
    Paderborn, 2015.
  short: K. Pfannschmidt, Solving the Aggregated Bandits Problem, Universität Paderborn,
    2015.
date_created: 2017-10-17T12:41:41Z
date_updated: 2022-01-06T06:56:50Z
department:
- _id: '63'
- _id: '541'
project:
- _id: '1'
  name: SFB 901
- _id: '7'
  name: SFB 901 - Subprojekt A3
- _id: '2'
  name: SFB 901 - Project Area A
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Alexander
  full_name: Skopalik, Alexander
  id: '40384'
  last_name: Skopalik
title: Solving the aggregated bandits problem
type: mastersthesis
user_id: '14052'
year: '2015'
...
---
_id: '25107'
abstract:
- lang: eng
  text: On-the-fly composition of service-based software solutions is still a challenging
    task. Even more challenges emerge when facing automatic service composition in
    markets of composed services for end users. In this paper, we focus on the functional
    discrepancy between “what a user wants” specified in terms of a request and “what
    a user gets” when executing a composed service. To meet the challenge of functional
    discrepancy, we propose the combination of existing symbolic composition approaches
    with machine learning techniques. We developed a learning recommendation system
    that expands the capabilities of existing composition algorithms to facilitate
    adaptivity and consequently reduces functional discrepancy. As a representative
    of symbolic techniques, an Artificial Intelligence planning based approach produces
    solutions that are correct with respect to formal specifications. Our learning
    recommendation system supports the symbolic approach in decision-making. Reinforcement
    Learning techniques enable the recommendation system to adjust its recommendation
    strategy over time based on user ratings. We implemented the proposed functionality
    in terms of a prototypical composition framework. Preliminary results from experiments
    conducted in the image processing domain illustrate the benefit of combining both
    complementary techniques.
author:
- first_name: Alexander
  full_name: Jungmann, Alexander
  last_name: Jungmann
- first_name: Felix
  full_name: Mohr, Felix
  last_name: Mohr
citation:
  ama: Jungmann A, Mohr F. An approach towards adaptive service composition in markets
    of composed services. <i>Journal of Internet Services and Applications 6(1)</i>.
    Published online 2015:1-18.
  apa: Jungmann, A., &#38; Mohr, F. (2015). An approach towards adaptive service composition
    in markets of composed services. <i>Journal of Internet Services and Applications
    6(1)</i>, 1–18.
  bibtex: '@article{Jungmann_Mohr_2015, title={An approach towards adaptive service
    composition in markets of composed services}, journal={Journal of Internet Services
    and Applications 6(1)}, author={Jungmann, Alexander and Mohr, Felix}, year={2015},
    pages={1–18} }'
  chicago: Jungmann, Alexander, and Felix Mohr. “An Approach towards Adaptive Service
    Composition in Markets of Composed Services.” <i>Journal of Internet Services
    and Applications 6(1)</i>, 2015, 1–18.
  ieee: A. Jungmann and F. Mohr, “An approach towards adaptive service composition
    in markets of composed services,” <i>Journal of Internet Services and Applications
    6(1)</i>, pp. 1–18, 2015.
  mla: Jungmann, Alexander, and Felix Mohr. “An Approach towards Adaptive Service
    Composition in Markets of Composed Services.” <i>Journal of Internet Services
    and Applications 6(1)</i>, 2015, pp. 1–18.
  short: A. Jungmann, F. Mohr, Journal of Internet Services and Applications 6(1)
    (2015) 1–18.
date_created: 2021-09-29T09:39:32Z
date_updated: 2022-01-06T06:56:51Z
department:
- _id: '672'
language:
- iso: eng
page: 1-18
publication: Journal of Internet Services and Applications 6(1)
status: public
title: An approach towards adaptive service composition in markets of composed services
type: journal_article
user_id: '21240'
year: '2015'
...
---
_id: '25108'
abstract:
- lang: eng
  text: Autonomous adaptation in self-adapting embedded real-time systems introduces
    novel risks as it may lead to unforeseen system behavior. An anomaly detection
    framework integrated in a real-time operating system can ease the identification
    of such suspicious novel behavior and, thereby, offers the potential to enhance
    the reliability of the considered self-x system. However, anomaly detection is
    based on knowledge about normal behavior. When dealing with self-reconfiguring
    applications, normal behavior changes. Hence, knowledge base requires adaptation
    or even re-construction at runtime. The stringent restrictions of real-time systems
    considering runtime and memory consumption make this task to a really challenging
    problem. We present our idea for online construction of application behavior knowledge
    that does not rely on training phase. The applications' behavior is defined by
    the application's system call invocations. For the knowledge base, we exploit
    suffix trees as they offer potentials to represent application behavior patterns
    and associated information in a compact manner. The online algorithm provided
    by suffix trees is a basis to construct the knowledge base with low computational
    effort. Anomaly detection and classification is integrated into the online construction
    method. New behavioral patterns do not unconditionally update the behavior knowledge
    base. They are evaluated in a context-related manner inspired by Danger Theory,
    a special discipline of artificial immune systems. Copyright © 2015 John Wiley
    & Sons, Ltd.
author:
- first_name: Franz-Josef
  full_name: Rammig, Franz-Josef
  last_name: Rammig
- first_name: Katharina
  full_name: Stahl, Katharina
  last_name: Stahl
citation:
  ama: 'Rammig F-J, Stahl K. Online behavior classification for anomaly detection
    in self-x real-time systems. <i>Concurrency and Computation: Practice and Experience
    </i>. Published online 2015.'
  apa: 'Rammig, F.-J., &#38; Stahl, K. (2015). Online behavior classification for
    anomaly detection in self-x real-time systems. <i>Concurrency and Computation:
    Practice and Experience </i>.'
  bibtex: '@article{Rammig_Stahl_2015, title={Online behavior classification for anomaly
    detection in self-x real-time systems}, journal={Concurrency and Computation:
    Practice and Experience }, author={Rammig, Franz-Josef and Stahl, Katharina},
    year={2015} }'
  chicago: 'Rammig, Franz-Josef, and Katharina Stahl. “Online Behavior Classification
    for Anomaly Detection in Self-x Real-Time Systems.” <i>Concurrency and Computation:
    Practice and Experience </i>, 2015.'
  ieee: 'F.-J. Rammig and K. Stahl, “Online behavior classification for anomaly detection
    in self-x real-time systems,” <i>Concurrency and Computation: Practice and Experience
    </i>, 2015.'
  mla: 'Rammig, Franz-Josef, and Katharina Stahl. “Online Behavior Classification
    for Anomaly Detection in Self-x Real-Time Systems.” <i>Concurrency and Computation:
    Practice and Experience </i>, 2015.'
  short: 'F.-J. Rammig, K. Stahl, Concurrency and Computation: Practice and Experience  (2015).'
date_created: 2021-09-29T09:43:32Z
date_updated: 2022-01-06T06:56:51Z
department:
- _id: '672'
language:
- iso: eng
publication: 'Concurrency and Computation: Practice and Experience '
status: public
title: Online behavior classification for anomaly detection in self-x real-time systems
type: journal_article
user_id: '21240'
year: '2015'
...
---
_id: '25109'
author:
- first_name: Krishna
  full_name: Sudhakar, Krishna
  last_name: Sudhakar
- first_name: Yuhong
  full_name: Zhao, Yuhong
  last_name: Zhao
- first_name: Franz-Josef
  full_name: Rammig, Franz-Josef
  last_name: Rammig
citation:
  ama: 'Sudhakar K, Zhao Y, Rammig F-J. Efficient Integration of Online Model Checking
    into a Small-Footprint Real-Time Operating System. <i>Concurrency and Computation:
    Practice and Experience </i>. Published online 2015.'
  apa: 'Sudhakar, K., Zhao, Y., &#38; Rammig, F.-J. (2015). Efficient Integration
    of Online Model Checking into a Small-Footprint Real-Time Operating System. <i>Concurrency
    and Computation: Practice and Experience </i>.'
  bibtex: '@article{Sudhakar_Zhao_Rammig_2015, title={Efficient Integration of Online
    Model Checking into a Small-Footprint Real-Time Operating System}, journal={Concurrency
    and Computation: Practice and Experience }, author={Sudhakar, Krishna and Zhao,
    Yuhong and Rammig, Franz-Josef}, year={2015} }'
  chicago: 'Sudhakar, Krishna, Yuhong Zhao, and Franz-Josef Rammig. “Efficient Integration
    of Online Model Checking into a Small-Footprint Real-Time Operating System.” <i>Concurrency
    and Computation: Practice and Experience </i>, 2015.'
  ieee: 'K. Sudhakar, Y. Zhao, and F.-J. Rammig, “Efficient Integration of Online
    Model Checking into a Small-Footprint Real-Time Operating System,” <i>Concurrency
    and Computation: Practice and Experience </i>, 2015.'
  mla: 'Sudhakar, Krishna, et al. “Efficient Integration of Online Model Checking
    into a Small-Footprint Real-Time Operating System.” <i>Concurrency and Computation:
    Practice and Experience </i>, 2015.'
  short: 'K. Sudhakar, Y. Zhao, F.-J. Rammig, Concurrency and Computation: Practice
    and Experience  (2015).'
date_created: 2021-09-29T09:53:25Z
date_updated: 2022-01-06T06:56:51Z
department:
- _id: '672'
language:
- iso: eng
publication: 'Concurrency and Computation: Practice and Experience '
status: public
title: Efficient Integration of Online Model Checking into a Small-Footprint Real-Time
  Operating System
type: journal_article
user_id: '21240'
year: '2015'
...
---
_id: '25110'
author:
- first_name: M. tech. Mabel Mary
  full_name: Joy, M. tech. Mabel Mary
  last_name: Joy
- first_name: Franz-Josef
  full_name: Rammig, Franz-Josef
  last_name: Rammig
citation:
  ama: Joy M tech. MM, Rammig F-J. A hybrid methodology to detect memory leaks in
    soft real time embedded systems software. <i>Int J of Embedded Systems</i>. Published
    online 2015.
  apa: Joy, M. tech. M. M., &#38; Rammig, F.-J. (2015). A hybrid methodology to detect
    memory leaks in soft real time embedded systems software. <i>Int. J. of Embedded
    Systems</i>.
  bibtex: '@article{Joy_Rammig_2015, title={A hybrid methodology to detect memory
    leaks in soft real time embedded systems software}, journal={Int. J. of Embedded
    Systems}, author={Joy, M. tech. Mabel Mary and Rammig, Franz-Josef}, year={2015}
    }'
  chicago: Joy, M. tech. Mabel Mary, and Franz-Josef Rammig. “A Hybrid Methodology
    to Detect Memory Leaks in Soft Real Time Embedded Systems Software.” <i>Int. J.
    of Embedded Systems</i>, 2015.
  ieee: M. tech. M. M. Joy and F.-J. Rammig, “A hybrid methodology to detect memory
    leaks in soft real time embedded systems software,” <i>Int. J. of Embedded Systems</i>,
    2015.
  mla: Joy, M. tech. Mabel Mary, and Franz-Josef Rammig. “A Hybrid Methodology to
    Detect Memory Leaks in Soft Real Time Embedded Systems Software.” <i>Int. J. of
    Embedded Systems</i>, 2015.
  short: M. tech. M.M. Joy, F.-J. Rammig, Int. J. of Embedded Systems (2015).
date_created: 2021-09-29T09:55:59Z
date_updated: 2022-01-06T06:56:51Z
department:
- _id: '672'
language:
- iso: eng
publication: Int. J. of Embedded Systems
status: public
title: A hybrid methodology to detect memory leaks in soft real time embedded systems
  software
type: journal_article
user_id: '21240'
year: '2015'
...
---
_id: '25111'
author:
- first_name: Yara
  full_name: Khaluf, Yara
  last_name: Khaluf
- first_name: Mauro
  full_name: Birattari, Mauro
  last_name: Birattari
- first_name: Franz-Josef
  full_name: Rammig, Franz-Josef
  last_name: Rammig
citation:
  ama: Khaluf Y, Birattari M, Rammig F-J. Analysis of long-term swarm performance
    based on short-term experiments. <i>Springer Jounal Soft Computing </i>. Published
    online 2015.
  apa: Khaluf, Y., Birattari, M., &#38; Rammig, F.-J. (2015). Analysis of long-term
    swarm performance based on short-term experiments. <i>Springer Jounal Soft Computing
    </i>.
  bibtex: '@article{Khaluf_Birattari_Rammig_2015, title={Analysis of long-term swarm
    performance based on short-term experiments}, journal={Springer Jounal Soft Computing
    }, author={Khaluf, Yara and Birattari, Mauro and Rammig, Franz-Josef}, year={2015}
    }'
  chicago: Khaluf, Yara, Mauro Birattari, and Franz-Josef Rammig. “Analysis of Long-Term
    Swarm Performance Based on Short-Term Experiments.” <i>Springer Jounal Soft Computing
    </i>, 2015.
  ieee: Y. Khaluf, M. Birattari, and F.-J. Rammig, “Analysis of long-term swarm performance
    based on short-term experiments,” <i>Springer Jounal Soft Computing </i>, 2015.
  mla: Khaluf, Yara, et al. “Analysis of Long-Term Swarm Performance Based on Short-Term
    Experiments.” <i>Springer Jounal Soft Computing </i>, 2015.
  short: Y. Khaluf, M. Birattari, F.-J. Rammig, Springer Jounal Soft Computing  (2015).
date_created: 2021-09-29T09:58:49Z
date_updated: 2022-01-06T06:56:51Z
department:
- _id: '672'
language:
- iso: eng
publication: 'Springer Jounal Soft Computing '
status: public
title: Analysis of long-term swarm performance based on short-term experiments
type: journal_article
user_id: '21240'
year: '2015'
...
---
_id: '252'
abstract:
- lang: eng
  text: 'Video streaming is in high demand by mobile users. In cellular networks,
    however, the unreliable wireless channel leads to two major problems. Poor channel
    states degrade video quality and interrupt the playback when a user cannot sufficiently
    fill its local playout buffer: buffer underruns occur. In contrast, good channel
    conditions cause common greedy buffering schemes to buffer too much data. Such
    over-buffering wastes expensive wireless channel capacity. Assuming that we can
    anticipate future data rates, we plan the quality and download time of video segments
    ahead. This anticipatory download scheduling avoids buffer underruns by downloading
    a large number of segments before a drop in available data rate occurs, without
    wasting wireless capacity by excessive buffering.We developed a practical anticipatory
    scheduling algorithm for segmented video streaming protocols (e.g., HLS or MPEG
    DASH). Simulation results and testbed measurements show that our solution essentially
    eliminates playback interruptions without significantly decreasing video quality.'
author:
- first_name: Martin
  full_name: Dräxler, Martin
  last_name: Dräxler
- first_name: Johannes
  full_name: Blobel, Johannes
  last_name: Blobel
- first_name: Philipp
  full_name: Dreimann, Philipp
  last_name: Dreimann
- first_name: Stefan
  full_name: Valentin, Stefan
  last_name: Valentin
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Dräxler M, Blobel J, Dreimann P, Valentin S, Karl H. SmarterPhones: Anticipatory
    Download Scheduling for Wireless Video Streaming. In: <i>Proceedings of the 2nd
    International Conference on Networked Systems (NetSys)</i>. ; 2015:1--8. doi:<a
    href="https://doi.org/10.1109/NetSys.2015.7089073">10.1109/NetSys.2015.7089073</a>'
  apa: 'Dräxler, M., Blobel, J., Dreimann, P., Valentin, S., &#38; Karl, H. (2015).
    SmarterPhones: Anticipatory Download Scheduling for Wireless Video Streaming.
    In <i>Proceedings of the 2nd International Conference on Networked Systems (NetSys)</i>
    (pp. 1--8). <a href="https://doi.org/10.1109/NetSys.2015.7089073">https://doi.org/10.1109/NetSys.2015.7089073</a>'
  bibtex: '@inproceedings{Dräxler_Blobel_Dreimann_Valentin_Karl_2015, title={SmarterPhones:
    Anticipatory Download Scheduling for Wireless Video Streaming}, DOI={<a href="https://doi.org/10.1109/NetSys.2015.7089073">10.1109/NetSys.2015.7089073</a>},
    booktitle={Proceedings of the 2nd International Conference on Networked Systems
    (NetSys)}, author={Dräxler, Martin and Blobel, Johannes and Dreimann, Philipp
    and Valentin, Stefan and Karl, Holger}, year={2015}, pages={1--8} }'
  chicago: 'Dräxler, Martin, Johannes Blobel, Philipp Dreimann, Stefan Valentin, and
    Holger Karl. “SmarterPhones: Anticipatory Download Scheduling for Wireless Video
    Streaming.” In <i>Proceedings of the 2nd International Conference on Networked
    Systems (NetSys)</i>, 1--8, 2015. <a href="https://doi.org/10.1109/NetSys.2015.7089073">https://doi.org/10.1109/NetSys.2015.7089073</a>.'
  ieee: 'M. Dräxler, J. Blobel, P. Dreimann, S. Valentin, and H. Karl, “SmarterPhones:
    Anticipatory Download Scheduling for Wireless Video Streaming,” in <i>Proceedings
    of the 2nd International Conference on Networked Systems (NetSys)</i>, 2015, pp.
    1--8.'
  mla: 'Dräxler, Martin, et al. “SmarterPhones: Anticipatory Download Scheduling for
    Wireless Video Streaming.” <i>Proceedings of the 2nd International Conference
    on Networked Systems (NetSys)</i>, 2015, pp. 1--8, doi:<a href="https://doi.org/10.1109/NetSys.2015.7089073">10.1109/NetSys.2015.7089073</a>.'
  short: 'M. Dräxler, J. Blobel, P. Dreimann, S. Valentin, H. Karl, in: Proceedings
    of the 2nd International Conference on Networked Systems (NetSys), 2015, pp. 1--8.'
date_created: 2017-10-17T12:41:41Z
date_updated: 2022-01-06T06:56:55Z
ddc:
- '040'
department:
- _id: '75'
doi: 10.1109/NetSys.2015.7089073
file:
- access_level: closed
  content_type: application/pdf
  creator: florida
  date_created: 2018-03-21T09:44:45Z
  date_updated: 2018-03-21T09:44:45Z
  file_id: '1488'
  file_name: 252-DBDVK15.pdf
  file_size: 587685
  relation: main_file
  success: 1
file_date_updated: 2018-03-21T09:44:45Z
has_accepted_license: '1'
main_file_link:
- url: http://ieeexplore.ieee.org/xpls/icp.jsp?arnumber=7089073
page: 1--8
publication: Proceedings of the 2nd International Conference on Networked Systems
  (NetSys)
status: public
title: 'SmarterPhones: Anticipatory Download Scheduling for Wireless Video Streaming'
type: conference
user_id: '15572'
year: '2015'
...
---
_id: '253'
abstract:
- lang: eng
  text: Group signatures, introduced by Chaum and van Heyst [15], are an important
    primitive in cryptography. In group signature schemes every group member can anonymously
    sign messages on behalf of the group. In case of disputes a dedicated opening
    manager is able to trace signatures - he can extract the identity of the producer
    of a given signature. A formal model for static group signatures schemes and their
    security is defined by Bellare, Micciancio, and Warinschi [4], the case of dynamic
    groups is considered by Bellare, Shi, and Zhang [5]. Both models define group
    signature schemes with a single opening manager. The main difference between these
    models is that the number of group members in static schemes is fixed, while in
    dynamic schemes group members can join the group over time.
author:
- first_name: Johannes
  full_name: Blömer, Johannes
  id: '23'
  last_name: Blömer
- first_name: Jakob
  full_name: Juhnke, Jakob
  id: '48090'
  last_name: Juhnke
- first_name: Nils
  full_name: Löken, Nils
  id: '13703'
  last_name: Löken
citation:
  ama: 'Blömer J, Juhnke J, Löken N. Short Group Signatures with Distributed Traceability.
    In: <i>Proceedings of the Sixth International Conference on Mathematical Aspects
    of Computer and Information Sciences (MACIS)</i>. LNCS. ; 2015:166-180. doi:<a
    href="https://doi.org/10.1007/978-3-319-32859-1_14">10.1007/978-3-319-32859-1_14</a>'
  apa: Blömer, J., Juhnke, J., &#38; Löken, N. (2015). Short Group Signatures with
    Distributed Traceability. In <i>Proceedings of the Sixth International Conference
    on Mathematical Aspects of Computer and Information Sciences (MACIS)</i> (pp.
    166–180). <a href="https://doi.org/10.1007/978-3-319-32859-1_14">https://doi.org/10.1007/978-3-319-32859-1_14</a>
  bibtex: '@inproceedings{Blömer_Juhnke_Löken_2015, series={LNCS}, title={Short Group
    Signatures with Distributed Traceability}, DOI={<a href="https://doi.org/10.1007/978-3-319-32859-1_14">10.1007/978-3-319-32859-1_14</a>},
    booktitle={Proceedings of the Sixth International Conference on Mathematical Aspects
    of Computer and Information Sciences (MACIS)}, author={Blömer, Johannes and Juhnke,
    Jakob and Löken, Nils}, year={2015}, pages={166–180}, collection={LNCS} }'
  chicago: Blömer, Johannes, Jakob Juhnke, and Nils Löken. “Short Group Signatures
    with Distributed Traceability.” In <i>Proceedings of the Sixth International Conference
    on Mathematical Aspects of Computer and Information Sciences (MACIS)</i>, 166–80.
    LNCS, 2015. <a href="https://doi.org/10.1007/978-3-319-32859-1_14">https://doi.org/10.1007/978-3-319-32859-1_14</a>.
  ieee: J. Blömer, J. Juhnke, and N. Löken, “Short Group Signatures with Distributed
    Traceability,” in <i>Proceedings of the Sixth International Conference on Mathematical
    Aspects of Computer and Information Sciences (MACIS)</i>, 2015, pp. 166–180.
  mla: Blömer, Johannes, et al. “Short Group Signatures with Distributed Traceability.”
    <i>Proceedings of the Sixth International Conference on Mathematical Aspects of
    Computer and Information Sciences (MACIS)</i>, 2015, pp. 166–80, doi:<a href="https://doi.org/10.1007/978-3-319-32859-1_14">10.1007/978-3-319-32859-1_14</a>.
  short: 'J. Blömer, J. Juhnke, N. Löken, in: Proceedings of the Sixth International
    Conference on Mathematical Aspects of Computer and Information Sciences (MACIS),
    2015, pp. 166–180.'
date_created: 2017-10-17T12:41:41Z
date_updated: 2022-01-06T06:59:07Z
ddc:
- '000'
department:
- _id: '64'
doi: 10.1007/978-3-319-32859-1_14
file:
- access_level: closed
  content_type: application/pdf
  creator: ups
  date_created: 2018-11-02T14:08:23Z
  date_updated: 2018-11-02T14:08:23Z
  file_id: '5262'
  file_name: ShortGroupSignaturesWithDistri.pdf
  file_size: 262436
  relation: main_file
  success: 1
file_date_updated: 2018-11-02T14:08:23Z
has_accepted_license: '1'
language:
- iso: eng
page: 166-180
project:
- _id: '1'
  name: SFB 901
- _id: '13'
  name: SFB 901 - Subprojekt C1
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '44'
  name: KogniHome - die mitdenkende Wohnung
publication: Proceedings of the Sixth International Conference on Mathematical Aspects
  of Computer and Information Sciences (MACIS)
related_material:
  record:
  - id: '325'
    relation: other
    status: public
series_title: LNCS
status: public
title: Short Group Signatures with Distributed Traceability
type: conference
user_id: '13703'
year: '2015'
...
---
_id: '19959'
author:
- first_name: Mostafa
  full_name: Wahby, Mostafa
  last_name: Wahby
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
citation:
  ama: 'Wahby M, Hamann H. On the Tradeoff between Hardware Protection and Optimization
    Success: A Case Study in Onboard Evolutionary Robotics for Autonomous Parallel
    Parking. In: <i>Applications of Evolutionary Computation (EvoApplications 2015)</i>.
    ; 2015. doi:<a href="https://doi.org/10.1007/978-3-319-16549-3_61">10.1007/978-3-319-16549-3_61</a>'
  apa: 'Wahby, M., &#38; Hamann, H. (2015). On the Tradeoff between Hardware Protection
    and Optimization Success: A Case Study in Onboard Evolutionary Robotics for Autonomous
    Parallel Parking. In <i>Applications of Evolutionary Computation (EvoApplications
    2015)</i>. <a href="https://doi.org/10.1007/978-3-319-16549-3_61">https://doi.org/10.1007/978-3-319-16549-3_61</a>'
  bibtex: '@inproceedings{Wahby_Hamann_2015, title={On the Tradeoff between Hardware
    Protection and Optimization Success: A Case Study in Onboard Evolutionary Robotics
    for Autonomous Parallel Parking}, DOI={<a href="https://doi.org/10.1007/978-3-319-16549-3_61">10.1007/978-3-319-16549-3_61</a>},
    booktitle={Applications of Evolutionary Computation (EvoApplications 2015)}, author={Wahby,
    Mostafa and Hamann, Heiko}, year={2015} }'
  chicago: 'Wahby, Mostafa, and Heiko Hamann. “On the Tradeoff between Hardware Protection
    and Optimization Success: A Case Study in Onboard Evolutionary Robotics for Autonomous
    Parallel Parking.” In <i>Applications of Evolutionary Computation (EvoApplications
    2015)</i>, 2015. <a href="https://doi.org/10.1007/978-3-319-16549-3_61">https://doi.org/10.1007/978-3-319-16549-3_61</a>.'
  ieee: 'M. Wahby and H. Hamann, “On the Tradeoff between Hardware Protection and
    Optimization Success: A Case Study in Onboard Evolutionary Robotics for Autonomous
    Parallel Parking,” in <i>Applications of Evolutionary Computation (EvoApplications
    2015)</i>, 2015.'
  mla: 'Wahby, Mostafa, and Heiko Hamann. “On the Tradeoff between Hardware Protection
    and Optimization Success: A Case Study in Onboard Evolutionary Robotics for Autonomous
    Parallel Parking.” <i>Applications of Evolutionary Computation (EvoApplications
    2015)</i>, 2015, doi:<a href="https://doi.org/10.1007/978-3-319-16549-3_61">10.1007/978-3-319-16549-3_61</a>.'
  short: 'M. Wahby, H. Hamann, in: Applications of Evolutionary Computation (EvoApplications
    2015), 2015.'
date_created: 2020-10-08T12:36:48Z
date_updated: 2022-01-06T06:54:17Z
department:
- _id: '63'
- _id: '238'
doi: 10.1007/978-3-319-16549-3_61
language:
- iso: eng
publication: Applications of Evolutionary Computation (EvoApplications 2015)
status: public
title: 'On the Tradeoff between Hardware Protection and Optimization Success: A Case
  Study in Onboard Evolutionary Robotics for Autonomous Parallel Parking'
type: conference
user_id: '15415'
year: '2015'
...
---
_id: '19960'
abstract:
- lang: eng
  text: Besides the life-as-it-could-be driver of artificial life research there is
    also the concept of extending natural life by creating hybrids or mixed societies
    that are built from natural and artificial components. In this paper we motivate
    and present the research program of the project flora robotica. Our objective
    is to develop and to investigate closely linked symbiotic relationships between
    robots and natural plants and to explore the potentials of a plant-robot society
    able to produce architectural artifacts and living spaces. These robot-plant bio-hybrids
    create synergies that allow for new functions of plants and robots. They also
    create novel design opportunities for an architecture that fuses the design and
    construction phase. The bio-hybrid is an example of mixed societies between 'hard'
    artificial and 'wet' natural life, which enables an interaction between natural
    and artificial ecologies. They form an embodied, self-organizing, and distributed
    cognitive system which is supposed to grow and develop over long periods of time
    resulting in the creation of meaningful architectural structures. A key idea is
    to assign equal roles to robots and plants in order to create a highly integrated,
    symbiotic system. Besides the gain of knowledge, this project has the objective
    to create a bio-hybrid system with a defined function and application -- growing
    architectural artifacts.
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Mostafa
  full_name: Wahby, Mostafa
  last_name: Wahby
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Payam
  full_name: Zahadat, Payam
  last_name: Zahadat
- first_name: Daniel
  full_name: Hofstadler, Daniel
  last_name: Hofstadler
- first_name: Kasper
  full_name: Stoy, Kasper
  last_name: Stoy
- first_name: Sebastian
  full_name: Risi, Sebastian
  last_name: Risi
- first_name: Andres
  full_name: Faina, Andres
  last_name: Faina
- first_name: Frank
  full_name: Veenstra, Frank
  last_name: Veenstra
- first_name: Serge
  full_name: Kernbach, Serge
  last_name: Kernbach
- first_name: Igor
  full_name: Kuksin, Igor
  last_name: Kuksin
- first_name: Olga
  full_name: Kernbach, Olga
  last_name: Kernbach
- first_name: Phil
  full_name: Ayres, Phil
  last_name: Ayres
- first_name: Przemyslaw
  full_name: Wojtaszek, Przemyslaw
  last_name: Wojtaszek
citation:
  ama: 'Hamann H, Wahby M, Schmickl T, et al. Flora Robotica - Mixed Societies of
    Symbiotic Robot-Plant Bio-Hybrids. In: <i>Proceedings of the 2015 IEEE Symposium
    on Artificial Life (IEEE ALIFE’15)</i>. ; 2015. doi:<a href="https://doi.org/10.1109/ssci.2015.158">10.1109/ssci.2015.158</a>'
  apa: Hamann, H., Wahby, M., Schmickl, T., Zahadat, P., Hofstadler, D., Stoy, K.,
    … Wojtaszek, P. (2015). Flora Robotica - Mixed Societies of Symbiotic Robot-Plant
    Bio-Hybrids. In <i>Proceedings of the 2015 IEEE Symposium on Artificial Life (IEEE
    ALIFE’15)</i>. <a href="https://doi.org/10.1109/ssci.2015.158">https://doi.org/10.1109/ssci.2015.158</a>
  bibtex: '@inproceedings{Hamann_Wahby_Schmickl_Zahadat_Hofstadler_Stoy_Risi_Faina_Veenstra_Kernbach_et
    al._2015, title={Flora Robotica - Mixed Societies of Symbiotic Robot-Plant Bio-Hybrids},
    DOI={<a href="https://doi.org/10.1109/ssci.2015.158">10.1109/ssci.2015.158</a>},
    booktitle={Proceedings of the 2015 IEEE Symposium on Artificial Life (IEEE ALIFE’15)},
    author={Hamann, Heiko and Wahby, Mostafa and Schmickl, Thomas and Zahadat, Payam
    and Hofstadler, Daniel and Stoy, Kasper and Risi, Sebastian and Faina, Andres
    and Veenstra, Frank and Kernbach, Serge and et al.}, year={2015} }'
  chicago: Hamann, Heiko, Mostafa Wahby, Thomas Schmickl, Payam Zahadat, Daniel Hofstadler,
    Kasper Stoy, Sebastian Risi, et al. “Flora Robotica - Mixed Societies of Symbiotic
    Robot-Plant Bio-Hybrids.” In <i>Proceedings of the 2015 IEEE Symposium on Artificial
    Life (IEEE ALIFE’15)</i>, 2015. <a href="https://doi.org/10.1109/ssci.2015.158">https://doi.org/10.1109/ssci.2015.158</a>.
  ieee: H. Hamann <i>et al.</i>, “Flora Robotica - Mixed Societies of Symbiotic Robot-Plant
    Bio-Hybrids,” in <i>Proceedings of the 2015 IEEE Symposium on Artificial Life
    (IEEE ALIFE’15)</i>, 2015.
  mla: Hamann, Heiko, et al. “Flora Robotica - Mixed Societies of Symbiotic Robot-Plant
    Bio-Hybrids.” <i>Proceedings of the 2015 IEEE Symposium on Artificial Life (IEEE
    ALIFE’15)</i>, 2015, doi:<a href="https://doi.org/10.1109/ssci.2015.158">10.1109/ssci.2015.158</a>.
  short: 'H. Hamann, M. Wahby, T. Schmickl, P. Zahadat, D. Hofstadler, K. Stoy, S.
    Risi, A. Faina, F. Veenstra, S. Kernbach, I. Kuksin, O. Kernbach, P. Ayres, P.
    Wojtaszek, in: Proceedings of the 2015 IEEE Symposium on Artificial Life (IEEE
    ALIFE’15), 2015.'
date_created: 2020-10-08T12:44:10Z
date_updated: 2022-01-06T06:54:17Z
department:
- _id: '63'
- _id: '238'
doi: 10.1109/ssci.2015.158
language:
- iso: eng
publication: Proceedings of the 2015 IEEE Symposium on Artificial Life (IEEE ALIFE'15)
publication_identifier:
  isbn:
  - '9781479975600'
publication_status: published
status: public
title: Flora Robotica - Mixed Societies of Symbiotic Robot-Plant Bio-Hybrids
type: conference
user_id: '15415'
year: '2015'
...
---
_id: '19962'
abstract:
- lang: eng
  text: Recent approaches in evolutionary robotics (ER) propose to generate behavioral
    diversity in order to evolve desired behaviors more easily. These approaches require
    the definition of a behavioral distance, which often includes task-specific features
    and hence a priori knowledge. Alternative methods, which do not explicitly force
    selective pressure towards diversity (SPTD) but still generate it, are known from
    the field of artificial life, such as in artificial ecologies (AEs). In this study,
    we investigate how SPTD is generated without task-specific behavioral features
    or other forms of a priori knowledge and detect how methods of generating SPTD
    can be transferred from the domain of AE to ER. A promising finding is that in
    both types of systems, in systems from ER that generate behavioral diversity and
    also in the investigated speciation model, selective pressure is generated towards
    unpopulated regions of search space. In a simple case study we investigate the
    practical implications of these findings and point to options for transferring
    the idea of self-organizing SPTD in AEs to the domain of ER.
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
citation:
  ama: 'Hamann H. Lessons from Speciation Dynamics: How to Generate Selective Pressure
    Towards Diversity. <i>Artificial Life</i>. 2015:464-480. doi:<a href="https://doi.org/10.1162/artl_a_00186">10.1162/artl_a_00186</a>'
  apa: 'Hamann, H. (2015). Lessons from Speciation Dynamics: How to Generate Selective
    Pressure Towards Diversity. <i>Artificial Life</i>, 464–480. <a href="https://doi.org/10.1162/artl_a_00186">https://doi.org/10.1162/artl_a_00186</a>'
  bibtex: '@article{Hamann_2015, title={Lessons from Speciation Dynamics: How to Generate
    Selective Pressure Towards Diversity}, DOI={<a href="https://doi.org/10.1162/artl_a_00186">10.1162/artl_a_00186</a>},
    journal={Artificial Life}, author={Hamann, Heiko}, year={2015}, pages={464–480}
    }'
  chicago: 'Hamann, Heiko. “Lessons from Speciation Dynamics: How to Generate Selective
    Pressure Towards Diversity.” <i>Artificial Life</i>, 2015, 464–80. <a href="https://doi.org/10.1162/artl_a_00186">https://doi.org/10.1162/artl_a_00186</a>.'
  ieee: 'H. Hamann, “Lessons from Speciation Dynamics: How to Generate Selective Pressure
    Towards Diversity,” <i>Artificial Life</i>, pp. 464–480, 2015.'
  mla: 'Hamann, Heiko. “Lessons from Speciation Dynamics: How to Generate Selective
    Pressure Towards Diversity.” <i>Artificial Life</i>, 2015, pp. 464–80, doi:<a
    href="https://doi.org/10.1162/artl_a_00186">10.1162/artl_a_00186</a>.'
  short: H. Hamann, Artificial Life (2015) 464–480.
date_created: 2020-10-08T14:36:25Z
date_updated: 2022-01-06T06:54:17Z
department:
- _id: '63'
- _id: '238'
doi: 10.1162/artl_a_00186
language:
- iso: eng
page: 464-480
publication: Artificial Life
publication_identifier:
  issn:
  - 1064-5462
  - 1530-9185
publication_status: published
status: public
title: 'Lessons from Speciation Dynamics: How to Generate Selective Pressure Towards
  Diversity'
type: journal_article
user_id: '15415'
year: '2015'
...
---
_id: '19966'
abstract:
- lang: eng
  text: Aggregation is a crucial task in swarm robotics to ensure cooperation. We
    investigate the task of aggregation on an area specified indirectly by certain
    environmental features, here it is a light distribution. We extend the original
    BEECLUST algorithm, that implements an aggregation behavior, to an adaptive variant
    that automatically adapts to any light conditions. We compare these two control
    algorithms in a number of swarm robot experiments with different light conditions.
    The improved, adaptive variant is found to be significantly better in the tested
    setup.
author:
- first_name: Mostafa
  full_name: Wahby, Mostafa
  last_name: Wahby
- first_name: Alexander
  full_name: Weinhold, Alexander
  last_name: Weinhold
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
citation:
  ama: 'Wahby M, Weinhold A, Hamann H. Revisiting BEECLUST: Aggregation of Swarm Robots
    with Adaptiveness to Different Light Settings. In: <i>Proceedings of the 9th EAI
    International Conference on Bio-Inspired Information and Communications Technologies
    (Formerly BIONETICS)</i>. ; 2015. doi:<a href="https://doi.org/10.4108/eai.3-12-2015.2262877">10.4108/eai.3-12-2015.2262877</a>'
  apa: 'Wahby, M., Weinhold, A., &#38; Hamann, H. (2015). Revisiting BEECLUST: Aggregation
    of Swarm Robots with Adaptiveness to Different Light Settings. In <i>Proceedings
    of the 9th EAI International Conference on Bio-inspired Information and Communications
    Technologies (formerly BIONETICS)</i>. <a href="https://doi.org/10.4108/eai.3-12-2015.2262877">https://doi.org/10.4108/eai.3-12-2015.2262877</a>'
  bibtex: '@inproceedings{Wahby_Weinhold_Hamann_2015, title={Revisiting BEECLUST:
    Aggregation of Swarm Robots with Adaptiveness to Different Light Settings}, DOI={<a
    href="https://doi.org/10.4108/eai.3-12-2015.2262877">10.4108/eai.3-12-2015.2262877</a>},
    booktitle={Proceedings of the 9th EAI International Conference on Bio-inspired
    Information and Communications Technologies (formerly BIONETICS)}, author={Wahby,
    Mostafa and Weinhold, Alexander and Hamann, Heiko}, year={2015} }'
  chicago: 'Wahby, Mostafa, Alexander Weinhold, and Heiko Hamann. “Revisiting BEECLUST:
    Aggregation of Swarm Robots with Adaptiveness to Different Light Settings.” In
    <i>Proceedings of the 9th EAI International Conference on Bio-Inspired Information
    and Communications Technologies (Formerly BIONETICS)</i>, 2015. <a href="https://doi.org/10.4108/eai.3-12-2015.2262877">https://doi.org/10.4108/eai.3-12-2015.2262877</a>.'
  ieee: 'M. Wahby, A. Weinhold, and H. Hamann, “Revisiting BEECLUST: Aggregation of
    Swarm Robots with Adaptiveness to Different Light Settings,” in <i>Proceedings
    of the 9th EAI International Conference on Bio-inspired Information and Communications
    Technologies (formerly BIONETICS)</i>, 2015.'
  mla: 'Wahby, Mostafa, et al. “Revisiting BEECLUST: Aggregation of Swarm Robots with
    Adaptiveness to Different Light Settings.” <i>Proceedings of the 9th EAI International
    Conference on Bio-Inspired Information and Communications Technologies (Formerly
    BIONETICS)</i>, 2015, doi:<a href="https://doi.org/10.4108/eai.3-12-2015.2262877">10.4108/eai.3-12-2015.2262877</a>.'
  short: 'M. Wahby, A. Weinhold, H. Hamann, in: Proceedings of the 9th EAI International
    Conference on Bio-Inspired Information and Communications Technologies (Formerly
    BIONETICS), 2015.'
date_created: 2020-10-09T13:41:56Z
date_updated: 2022-01-06T06:54:17Z
department:
- _id: '63'
- _id: '238'
doi: 10.4108/eai.3-12-2015.2262877
language:
- iso: eng
publication: Proceedings of the 9th EAI International Conference on Bio-inspired Information
  and Communications Technologies (formerly BIONETICS)
publication_identifier:
  isbn:
  - '9781631901003'
publication_status: published
status: public
title: 'Revisiting BEECLUST: Aggregation of Swarm Robots with Adaptiveness to Different
  Light Settings'
type: conference
user_id: '15415'
year: '2015'
...
---
_id: '19967'
author:
- first_name: Mostafa
  full_name: Wahby, Mostafa
  last_name: Wahby
- first_name: Mohammad
  full_name: Divband Soorati, Mohammad
  last_name: Divband Soorati
- first_name: Sebastian
  full_name: von Mammen, Sebastian
  last_name: von Mammen
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
citation:
  ama: 'Wahby M, Divband Soorati M, von Mammen S, Hamann H. Evolution of Controllers
    for Robot-Plant Bio-Hybdrids: A Simple Case Study Using a Model of Plant Growth
    and Motion. In: <i>Proceedings. 25. Computational Intelligence Workshop</i>. ;
    2015.'
  apa: 'Wahby, M., Divband Soorati, M., von Mammen, S., &#38; Hamann, H. (2015). Evolution
    of Controllers for Robot-Plant Bio-Hybdrids: A Simple Case Study Using a Model
    of Plant Growth and Motion. In <i>Proceedings. 25. Computational Intelligence
    Workshop</i>.'
  bibtex: '@inproceedings{Wahby_Divband Soorati_von Mammen_Hamann_2015, title={Evolution
    of Controllers for Robot-Plant Bio-Hybdrids: A Simple Case Study Using a Model
    of Plant Growth and Motion}, booktitle={Proceedings. 25. Computational Intelligence
    Workshop}, author={Wahby, Mostafa and Divband Soorati, Mohammad and von Mammen,
    Sebastian and Hamann, Heiko}, year={2015} }'
  chicago: 'Wahby, Mostafa, Mohammad Divband Soorati, Sebastian von Mammen, and Heiko
    Hamann. “Evolution of Controllers for Robot-Plant Bio-Hybdrids: A Simple Case
    Study Using a Model of Plant Growth and Motion.” In <i>Proceedings. 25. Computational
    Intelligence Workshop</i>, 2015.'
  ieee: 'M. Wahby, M. Divband Soorati, S. von Mammen, and H. Hamann, “Evolution of
    Controllers for Robot-Plant Bio-Hybdrids: A Simple Case Study Using a Model of
    Plant Growth and Motion,” in <i>Proceedings. 25. Computational Intelligence Workshop</i>,
    2015.'
  mla: 'Wahby, Mostafa, et al. “Evolution of Controllers for Robot-Plant Bio-Hybdrids:
    A Simple Case Study Using a Model of Plant Growth and Motion.” <i>Proceedings.
    25. Computational Intelligence Workshop</i>, 2015.'
  short: 'M. Wahby, M. Divband Soorati, S. von Mammen, H. Hamann, in: Proceedings.
    25. Computational Intelligence Workshop, 2015.'
date_created: 2020-10-09T13:50:38Z
date_updated: 2022-01-06T06:54:17Z
department:
- _id: '63'
- _id: '238'
language:
- iso: eng
publication: Proceedings. 25. Computational Intelligence Workshop
status: public
title: 'Evolution of Controllers for Robot-Plant Bio-Hybdrids: A Simple Case Study
  Using a Model of Plant Growth and Motion'
type: conference
user_id: '15415'
year: '2015'
...
---
_id: '19980'
abstract:
- lang: eng
  text: Fitness function design is known to be a critical feature of the evolutionary-robotics
    approach. Potentially, the complexity of evolving a successful controller for
    a given task can be reduced by integrating a priori knowledge into the fitness
    function which complicates the comparability of studies in evolutionary robotics.
    Still, there are only few publications that study the actual effects of different
    fitness functions on the robot's performance. In this paper, we follow the fitness
    function classification of Nelson et al. (2009) and investigate a selection of
    four classes of fitness functions that require different degrees of a priori knowledge.
    The robot controllers are evolved in simulation using NEAT and we investigate
    different tasks including obstacle avoidance and (periodic) goal homing. The best
    evolved controllers were then post-evaluated by examining their potential for
    adaptation, determining their convergence rates, and using cross-comparisons based
    on the different fitness function classes. The results confirm that the integration
    of more a priori knowledge can simplify a task and show that more attention should
    be paid to fitness function classes when comparing different studies.
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Mohammad
  full_name: Divband Soorati, Mohammad
  last_name: Divband Soorati
citation:
  ama: 'Hamann H, Divband Soorati M. The Effect of Fitness Function Design on Performance
    in Evolutionary Robotics: The Influence of a Priori Knowledge. In: <i>Proceedings
    of the Genetic and Evolutionary Computation Conference (GECCO 2015)</i>. ACM;
    2015:153-160. doi:<a href="https://doi.org/10.1145/2739480.2754676">10.1145/2739480.2754676</a>'
  apa: 'Hamann, H., &#38; Divband Soorati, M. (2015). The Effect of Fitness Function
    Design on Performance in Evolutionary Robotics: The Influence of a Priori Knowledge.
    In <i>Proceedings of the Genetic and Evolutionary Computation Conference (GECCO
    2015)</i> (pp. 153–160). ACM. <a href="https://doi.org/10.1145/2739480.2754676">https://doi.org/10.1145/2739480.2754676</a>'
  bibtex: '@inproceedings{Hamann_Divband Soorati_2015, title={The Effect of Fitness
    Function Design on Performance in Evolutionary Robotics: The Influence of a Priori
    Knowledge}, DOI={<a href="https://doi.org/10.1145/2739480.2754676">10.1145/2739480.2754676</a>},
    booktitle={Proceedings of the Genetic and Evolutionary Computation Conference
    (GECCO 2015)}, publisher={ACM}, author={Hamann, Heiko and Divband Soorati, Mohammad},
    year={2015}, pages={153–160} }'
  chicago: 'Hamann, Heiko, and Mohammad Divband Soorati. “The Effect of Fitness Function
    Design on Performance in Evolutionary Robotics: The Influence of a Priori Knowledge.”
    In <i>Proceedings of the Genetic and Evolutionary Computation Conference (GECCO
    2015)</i>, 153–60. ACM, 2015. <a href="https://doi.org/10.1145/2739480.2754676">https://doi.org/10.1145/2739480.2754676</a>.'
  ieee: 'H. Hamann and M. Divband Soorati, “The Effect of Fitness Function Design
    on Performance in Evolutionary Robotics: The Influence of a Priori Knowledge,”
    in <i>Proceedings of the Genetic and Evolutionary Computation Conference (GECCO
    2015)</i>, 2015, pp. 153–160.'
  mla: 'Hamann, Heiko, and Mohammad Divband Soorati. “The Effect of Fitness Function
    Design on Performance in Evolutionary Robotics: The Influence of a Priori Knowledge.”
    <i>Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2015)</i>,
    ACM, 2015, pp. 153–60, doi:<a href="https://doi.org/10.1145/2739480.2754676">10.1145/2739480.2754676</a>.'
  short: 'H. Hamann, M. Divband Soorati, in: Proceedings of the Genetic and Evolutionary
    Computation Conference (GECCO 2015), ACM, 2015, pp. 153–160.'
date_created: 2020-10-12T13:12:25Z
date_updated: 2022-01-06T06:54:17Z
department:
- _id: '63'
- _id: '238'
doi: 10.1145/2739480.2754676
language:
- iso: eng
page: 153-160
publication: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO
  2015)
publisher: ACM
status: public
title: 'The Effect of Fitness Function Design on Performance in Evolutionary Robotics:
  The Influence of a Priori Knowledge'
type: conference
user_id: '15415'
year: '2015'
...
---
_id: '19988'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Payam
  full_name: Zahadat, Payam
  last_name: Zahadat
citation:
  ama: 'Hamann H, Schmickl T, Zahadat P. Evolving Collective Behaviors With Diverse
    But Predictable Sensor States. In: <i>13th European Conference on Artificial Life
    (ECAL 2015)</i>. MIT Press; 2015:174. doi:<a href="https://doi.org/10.7551/978-0-262-33027-5-ch036">10.7551/978-0-262-33027-5-ch036</a>'
  apa: Hamann, H., Schmickl, T., &#38; Zahadat, P. (2015). Evolving Collective Behaviors
    With Diverse But Predictable Sensor States. In <i>13th European Conference on
    Artificial Life (ECAL 2015)</i> (p. 174). MIT Press. <a href="https://doi.org/10.7551/978-0-262-33027-5-ch036">https://doi.org/10.7551/978-0-262-33027-5-ch036</a>
  bibtex: '@inproceedings{Hamann_Schmickl_Zahadat_2015, title={Evolving Collective
    Behaviors With Diverse But Predictable Sensor States}, DOI={<a href="https://doi.org/10.7551/978-0-262-33027-5-ch036">10.7551/978-0-262-33027-5-ch036</a>},
    booktitle={13th European Conference on Artificial Life (ECAL 2015)}, publisher={MIT
    Press}, author={Hamann, Heiko and Schmickl, Thomas and Zahadat, Payam}, year={2015},
    pages={174} }'
  chicago: Hamann, Heiko, Thomas Schmickl, and Payam Zahadat. “Evolving Collective
    Behaviors With Diverse But Predictable Sensor States.” In <i>13th European Conference
    on Artificial Life (ECAL 2015)</i>, 174. MIT Press, 2015. <a href="https://doi.org/10.7551/978-0-262-33027-5-ch036">https://doi.org/10.7551/978-0-262-33027-5-ch036</a>.
  ieee: H. Hamann, T. Schmickl, and P. Zahadat, “Evolving Collective Behaviors With
    Diverse But Predictable Sensor States,” in <i>13th European Conference on Artificial
    Life (ECAL 2015)</i>, 2015, p. 174.
  mla: Hamann, Heiko, et al. “Evolving Collective Behaviors With Diverse But Predictable
    Sensor States.” <i>13th European Conference on Artificial Life (ECAL 2015)</i>,
    MIT Press, 2015, p. 174, doi:<a href="https://doi.org/10.7551/978-0-262-33027-5-ch036">10.7551/978-0-262-33027-5-ch036</a>.
  short: 'H. Hamann, T. Schmickl, P. Zahadat, in: 13th European Conference on Artificial
    Life (ECAL 2015), MIT Press, 2015, p. 174.'
date_created: 2020-10-13T08:50:38Z
date_updated: 2022-01-06T06:54:17Z
department:
- _id: '63'
- _id: '238'
doi: 10.7551/978-0-262-33027-5-ch036
language:
- iso: eng
page: '174'
publication: 13th European Conference on Artificial Life (ECAL 2015)
publisher: MIT Press
status: public
title: Evolving Collective Behaviors With Diverse But Predictable Sensor States
type: conference
user_id: '15415'
year: '2015'
...
---
_id: '19989'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Nikolaus
  full_name: Correll, Nikolaus
  last_name: Correll
- first_name: Janusz
  full_name: Kacprzyk, Janusz
  last_name: Kacprzyk
- first_name: Witold
  full_name: Pedrycz, Witold
  last_name: Pedrycz
citation:
  ama: 'Hamann H, Correll N, Kacprzyk J, Pedrycz W. Probabilistic Modeling of Swarming
    Systems. In: <i>Springer Handbook of Computational Intelligence</i>. Springer;
    2015:1423-1431. doi:<a href="https://doi.org/10.1007/978-3-662-43505-2_74">10.1007/978-3-662-43505-2_74</a>'
  apa: Hamann, H., Correll, N., Kacprzyk, J., &#38; Pedrycz, W. (2015). Probabilistic
    Modeling of Swarming Systems. In <i>Springer Handbook of Computational Intelligence</i>
    (pp. 1423–1431). Springer. <a href="https://doi.org/10.1007/978-3-662-43505-2_74">https://doi.org/10.1007/978-3-662-43505-2_74</a>
  bibtex: '@inbook{Hamann_Correll_Kacprzyk_Pedrycz_2015, title={Probabilistic Modeling
    of Swarming Systems}, DOI={<a href="https://doi.org/10.1007/978-3-662-43505-2_74">10.1007/978-3-662-43505-2_74</a>},
    booktitle={Springer Handbook of Computational Intelligence}, publisher={Springer},
    author={Hamann, Heiko and Correll, Nikolaus and Kacprzyk, Janusz and Pedrycz,
    Witold}, year={2015}, pages={1423–1431} }'
  chicago: Hamann, Heiko, Nikolaus Correll, Janusz Kacprzyk, and Witold Pedrycz. “Probabilistic
    Modeling of Swarming Systems.” In <i>Springer Handbook of Computational Intelligence</i>,
    1423–31. Springer, 2015. <a href="https://doi.org/10.1007/978-3-662-43505-2_74">https://doi.org/10.1007/978-3-662-43505-2_74</a>.
  ieee: H. Hamann, N. Correll, J. Kacprzyk, and W. Pedrycz, “Probabilistic Modeling
    of Swarming Systems,” in <i>Springer Handbook of Computational Intelligence</i>,
    Springer, 2015, pp. 1423–1431.
  mla: Hamann, Heiko, et al. “Probabilistic Modeling of Swarming Systems.” <i>Springer
    Handbook of Computational Intelligence</i>, Springer, 2015, pp. 1423–31, doi:<a
    href="https://doi.org/10.1007/978-3-662-43505-2_74">10.1007/978-3-662-43505-2_74</a>.
  short: 'H. Hamann, N. Correll, J. Kacprzyk, W. Pedrycz, in: Springer Handbook of
    Computational Intelligence, Springer, 2015, pp. 1423–1431.'
date_created: 2020-10-13T09:04:19Z
date_updated: 2022-01-06T06:54:17Z
department:
- _id: '63'
- _id: '238'
doi: 10.1007/978-3-662-43505-2_74
language:
- iso: eng
page: 1423-1431
publication: Springer Handbook of Computational Intelligence
publisher: Springer
status: public
title: Probabilistic Modeling of Swarming Systems
type: book_chapter
user_id: '15415'
year: '2015'
...
---
_id: '19990'
author:
- first_name: Hongli
  full_name: Ding, Hongli
  last_name: Ding
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
citation:
  ama: 'Ding H, Hamann H. Dependability in Swarm Robotics: Error Detection and Correction.
    In: <i>First International Symposium on Swarm Behavior and Bio-Inspired Robotics
    (SWARM 2015)</i>. ; 2015.'
  apa: 'Ding, H., &#38; Hamann, H. (2015). Dependability in Swarm Robotics: Error
    Detection and Correction. In <i>First International Symposium on Swarm Behavior
    and Bio-Inspired Robotics (SWARM 2015)</i>.'
  bibtex: '@inproceedings{Ding_Hamann_2015, title={Dependability in Swarm Robotics:
    Error Detection and Correction}, booktitle={First International Symposium on Swarm
    Behavior and Bio-Inspired Robotics (SWARM 2015)}, author={Ding, Hongli and Hamann,
    Heiko}, year={2015} }'
  chicago: 'Ding, Hongli, and Heiko Hamann. “Dependability in Swarm Robotics: Error
    Detection and Correction.” In <i>First International Symposium on Swarm Behavior
    and Bio-Inspired Robotics (SWARM 2015)</i>, 2015.'
  ieee: 'H. Ding and H. Hamann, “Dependability in Swarm Robotics: Error Detection
    and Correction,” in <i>First International Symposium on Swarm Behavior and Bio-Inspired
    Robotics (SWARM 2015)</i>, 2015.'
  mla: 'Ding, Hongli, and Heiko Hamann. “Dependability in Swarm Robotics: Error Detection
    and Correction.” <i>First International Symposium on Swarm Behavior and Bio-Inspired
    Robotics (SWARM 2015)</i>, 2015.'
  short: 'H. Ding, H. Hamann, in: First International Symposium on Swarm Behavior
    and Bio-Inspired Robotics (SWARM 2015), 2015.'
date_created: 2020-10-13T09:09:20Z
date_updated: 2022-01-06T06:54:17Z
department:
- _id: '63'
- _id: '238'
language:
- iso: eng
publication: First International Symposium on Swarm Behavior and Bio-Inspired Robotics
  (SWARM 2015)
status: public
title: 'Dependability in Swarm Robotics: Error Detection and Correction'
type: conference
user_id: '15415'
year: '2015'
...
---
_id: '19991'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Daniela
  full_name: Kengyel, Daniela
  last_name: Kengyel
- first_name: Payam
  full_name: Zahadat, Payam
  last_name: Zahadat
- first_name: Gerald
  full_name: Radspieler, Gerald
  last_name: Radspieler
- first_name: Franz
  full_name: Wotawa, Franz
  last_name: Wotawa
citation:
  ama: 'Hamann H, Schmickl T, Kengyel D, Zahadat P, Radspieler G, Wotawa F. Potential
    of Heterogeneity in Collective Behaviors: A Case Study on Heterogeneous Swarms.
    In: <i>Principles and Practice of Multi-Agent Systems (PRIMA 2015)</i>. ; 2015:201-217.'
  apa: 'Hamann, H., Schmickl, T., Kengyel, D., Zahadat, P., Radspieler, G., &#38;
    Wotawa, F. (2015). Potential of Heterogeneity in Collective Behaviors: A Case
    Study on Heterogeneous Swarms. In <i>Principles and Practice of Multi-Agent Systems
    (PRIMA 2015)</i> (pp. 201–217).'
  bibtex: '@inproceedings{Hamann_Schmickl_Kengyel_Zahadat_Radspieler_Wotawa_2015,
    title={Potential of Heterogeneity in Collective Behaviors: A Case Study on Heterogeneous
    Swarms}, booktitle={Principles and Practice of Multi-Agent Systems (PRIMA 2015)},
    author={Hamann, Heiko and Schmickl, Thomas and Kengyel, Daniela and Zahadat, Payam
    and Radspieler, Gerald and Wotawa, Franz}, year={2015}, pages={201–217} }'
  chicago: 'Hamann, Heiko, Thomas Schmickl, Daniela Kengyel, Payam Zahadat, Gerald
    Radspieler, and Franz Wotawa. “Potential of Heterogeneity in Collective Behaviors:
    A Case Study on Heterogeneous Swarms.” In <i>Principles and Practice of Multi-Agent
    Systems (PRIMA 2015)</i>, 201–17, 2015.'
  ieee: 'H. Hamann, T. Schmickl, D. Kengyel, P. Zahadat, G. Radspieler, and F. Wotawa,
    “Potential of Heterogeneity in Collective Behaviors: A Case Study on Heterogeneous
    Swarms,” in <i>Principles and Practice of Multi-Agent Systems (PRIMA 2015)</i>,
    2015, pp. 201–217.'
  mla: 'Hamann, Heiko, et al. “Potential of Heterogeneity in Collective Behaviors:
    A Case Study on Heterogeneous Swarms.” <i>Principles and Practice of Multi-Agent
    Systems (PRIMA 2015)</i>, 2015, pp. 201–17.'
  short: 'H. Hamann, T. Schmickl, D. Kengyel, P. Zahadat, G. Radspieler, F. Wotawa,
    in: Principles and Practice of Multi-Agent Systems (PRIMA 2015), 2015, pp. 201–217.'
date_created: 2020-10-13T09:24:32Z
date_updated: 2022-01-06T06:54:17Z
department:
- _id: '63'
- _id: '238'
language:
- iso: eng
page: 201-217
publication: Principles and Practice of Multi-Agent Systems (PRIMA 2015)
status: public
title: 'Potential of Heterogeneity in Collective Behaviors: A Case Study on Heterogeneous
  Swarms'
type: conference
user_id: '15415'
year: '2015'
...
---
_id: '19992'
author:
- first_name: Gabriele
  full_name: Valentini, Gabriele
  last_name: Valentini
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
citation:
  ama: 'Valentini G, Hamann H. Time-variant feedback processes in collective decision-making
    systems: influence and effect of dynamic neighborhood sizes. <i>Swarm Intelligence</i>.
    2015:153-176. doi:<a href="https://doi.org/10.1007/s11721-015-0108-8">10.1007/s11721-015-0108-8</a>'
  apa: 'Valentini, G., &#38; Hamann, H. (2015). Time-variant feedback processes in
    collective decision-making systems: influence and effect of dynamic neighborhood
    sizes. <i>Swarm Intelligence</i>, 153–176. <a href="https://doi.org/10.1007/s11721-015-0108-8">https://doi.org/10.1007/s11721-015-0108-8</a>'
  bibtex: '@article{Valentini_Hamann_2015, title={Time-variant feedback processes
    in collective decision-making systems: influence and effect of dynamic neighborhood
    sizes}, DOI={<a href="https://doi.org/10.1007/s11721-015-0108-8">10.1007/s11721-015-0108-8</a>},
    journal={Swarm Intelligence}, author={Valentini, Gabriele and Hamann, Heiko},
    year={2015}, pages={153–176} }'
  chicago: 'Valentini, Gabriele, and Heiko Hamann. “Time-Variant Feedback Processes
    in Collective Decision-Making Systems: Influence and Effect of Dynamic Neighborhood
    Sizes.” <i>Swarm Intelligence</i>, 2015, 153–76. <a href="https://doi.org/10.1007/s11721-015-0108-8">https://doi.org/10.1007/s11721-015-0108-8</a>.'
  ieee: 'G. Valentini and H. Hamann, “Time-variant feedback processes in collective
    decision-making systems: influence and effect of dynamic neighborhood sizes,”
    <i>Swarm Intelligence</i>, pp. 153–176, 2015.'
  mla: 'Valentini, Gabriele, and Heiko Hamann. “Time-Variant Feedback Processes in
    Collective Decision-Making Systems: Influence and Effect of Dynamic Neighborhood
    Sizes.” <i>Swarm Intelligence</i>, 2015, pp. 153–76, doi:<a href="https://doi.org/10.1007/s11721-015-0108-8">10.1007/s11721-015-0108-8</a>.'
  short: G. Valentini, H. Hamann, Swarm Intelligence (2015) 153–176.
date_created: 2020-10-13T09:27:48Z
date_updated: 2022-01-06T06:54:17Z
department:
- _id: '63'
- _id: '238'
doi: 10.1007/s11721-015-0108-8
language:
- iso: eng
page: 153-176
publication: Swarm Intelligence
publication_identifier:
  issn:
  - 1935-3812
  - 1935-3820
publication_status: published
status: public
title: 'Time-variant feedback processes in collective decision-making systems: influence
  and effect of dynamic neighborhood sizes'
type: journal_article
user_id: '15415'
year: '2015'
...
---
_id: '20005'
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
citation:
  ama: 'Dorigo M, Hamann H, Valentini G. Efficient Decision-Making in a Self-Organizing
    Robot Swarm: On the Speed Versus Accuracy Trade-Off. In: <i>Proceedings of the
    14th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2015)</i>.
    ; 2015.'
  apa: 'Dorigo, M., Hamann, H., &#38; Valentini, G. (2015). Efficient Decision-Making
    in a Self-Organizing Robot Swarm: On the Speed Versus Accuracy Trade-Off. In <i>Proceedings
    of the 14th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2015)</i>.'
  bibtex: '@inproceedings{Dorigo_Hamann_Valentini_2015, title={Efficient Decision-Making
    in a Self-Organizing Robot Swarm: On the Speed Versus Accuracy Trade-Off}, booktitle={Proceedings
    of the 14th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2015)},
    author={Dorigo, Marco and Hamann, Heiko and Valentini, Gabriele}, year={2015}
    }'
  chicago: 'Dorigo, Marco, Heiko Hamann, and Gabriele Valentini. “Efficient Decision-Making
    in a Self-Organizing Robot Swarm: On the Speed Versus Accuracy Trade-Off.” In
    <i>Proceedings of the 14th Int. Conf. on Autonomous Agents and Multiagent Systems
    (AAMAS 2015)</i>, 2015.'
  ieee: 'M. Dorigo, H. Hamann, and G. Valentini, “Efficient Decision-Making in a Self-Organizing
    Robot Swarm: On the Speed Versus Accuracy Trade-Off,” in <i>Proceedings of the
    14th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2015)</i>,
    2015.'
  mla: 'Dorigo, Marco, et al. “Efficient Decision-Making in a Self-Organizing Robot
    Swarm: On the Speed Versus Accuracy Trade-Off.” <i>Proceedings of the 14th Int.
    Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2015)</i>, 2015.'
  short: 'M. Dorigo, H. Hamann, G. Valentini, in: Proceedings of the 14th Int. Conf.
    on Autonomous Agents and Multiagent Systems (AAMAS 2015), 2015.'
date_created: 2020-10-15T12:29:26Z
date_updated: 2022-01-06T06:54:18Z
department:
- _id: '63'
- _id: '238'
language:
- iso: eng
publication: Proceedings of the 14th Int. Conf. on Autonomous Agents and Multiagent
  Systems (AAMAS 2015)
status: public
title: 'Efficient Decision-Making in a Self-Organizing Robot Swarm: On the Speed Versus
  Accuracy Trade-Off'
type: conference
user_id: '15415'
year: '2015'
...
