---
_id: '16358'
author:
- first_name: Shouwei
  full_name: Li, Shouwei
  last_name: Li
- first_name: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  id: '15523'
  last_name: Meyer auf der Heide
- first_name: Pavel
  full_name: Podlipyan, Pavel
  last_name: Podlipyan
citation:
  ama: 'Li S, Meyer auf der Heide F, Podlipyan P. The impact of the Gabriel subgraph
    of the visibility graph on the gathering of mobile autonomous robots. In: <i>Algorithms
    for Sensor Systems, Proceedings of the 12th International Symposium on Algorithms
    and Experiments for Wireless Sensor Networks (ALGOSENSORS)</i>. Springer; 2016.
    doi:<a href="https://doi.org/10.1007/978-3-319-53058-1_5 ">10.1007/978-3-319-53058-1_5
    </a>'
  apa: Li, S., Meyer auf der Heide, F., &#38; Podlipyan, P. (2016). The impact of
    the Gabriel subgraph of the visibility graph on the gathering of mobile autonomous
    robots. In <i>Algorithms for Sensor Systems, Proceedings of the 12th International
    Symposium on Algorithms and Experiments for Wireless Sensor Networks (ALGOSENSORS)</i>.
    Springer. <a href="https://doi.org/10.1007/978-3-319-53058-1_5 ">https://doi.org/10.1007/978-3-319-53058-1_5
    </a>
  bibtex: '@inproceedings{Li_Meyer auf der Heide_Podlipyan_2016, title={The impact
    of the Gabriel subgraph of the visibility graph on the gathering of mobile autonomous
    robots}, DOI={<a href="https://doi.org/10.1007/978-3-319-53058-1_5 ">10.1007/978-3-319-53058-1_5
    </a>}, booktitle={Algorithms for Sensor Systems, Proceedings of the 12th International
    Symposium on Algorithms and Experiments for Wireless Sensor Networks (ALGOSENSORS)},
    publisher={Springer}, author={Li, Shouwei and Meyer auf der Heide, Friedhelm and
    Podlipyan, Pavel}, year={2016} }'
  chicago: Li, Shouwei, Friedhelm Meyer auf der Heide, and Pavel Podlipyan. “The Impact
    of the Gabriel Subgraph of the Visibility Graph on the Gathering of Mobile Autonomous
    Robots.” In <i>Algorithms for Sensor Systems, Proceedings of the 12th International
    Symposium on Algorithms and Experiments for Wireless Sensor Networks (ALGOSENSORS)</i>.
    Springer, 2016. <a href="https://doi.org/10.1007/978-3-319-53058-1_5 ">https://doi.org/10.1007/978-3-319-53058-1_5
    </a>.
  ieee: S. Li, F. Meyer auf der Heide, and P. Podlipyan, “The impact of the Gabriel
    subgraph of the visibility graph on the gathering of mobile autonomous robots,”
    in <i>Algorithms for Sensor Systems, Proceedings of the 12th International Symposium
    on Algorithms and Experiments for Wireless Sensor Networks (ALGOSENSORS)</i>,
    2016.
  mla: Li, Shouwei, et al. “The Impact of the Gabriel Subgraph of the Visibility Graph
    on the Gathering of Mobile Autonomous Robots.” <i>Algorithms for Sensor Systems,
    Proceedings of the 12th International Symposium on Algorithms and Experiments
    for Wireless Sensor Networks (ALGOSENSORS)</i>, Springer, 2016, doi:<a href="https://doi.org/10.1007/978-3-319-53058-1_5
    ">10.1007/978-3-319-53058-1_5 </a>.
  short: 'S. Li, F. Meyer auf der Heide, P. Podlipyan, in: Algorithms for Sensor Systems,
    Proceedings of the 12th International Symposium on Algorithms and Experiments
    for Wireless Sensor Networks (ALGOSENSORS), Springer, 2016.'
date_created: 2020-04-01T12:28:09Z
date_updated: 2022-01-06T06:52:49Z
department:
- _id: '63'
doi: '10.1007/978-3-319-53058-1_5 '
language:
- iso: eng
publication: Algorithms for Sensor Systems, Proceedings of the 12th International
  Symposium on Algorithms and Experiments for Wireless Sensor Networks (ALGOSENSORS)
publisher: Springer
status: public
title: The impact of the Gabriel subgraph of the visibility graph on the gathering
  of mobile autonomous robots
type: conference
user_id: '15415'
year: '2016'
...
---
_id: '16359'
abstract:
- lang: eng
  text: In this paper, we solve the local gathering problem of a swarm of n indistinguishable,
    point-shaped robots on a two dimensional grid in asymptotically optimal time O(n)
    in the fully synchronous FSYNC time model. Given an arbitrarily distributed (yet
    connected) swarm of robots, the gathering problem on the grid is to locate all
    robots within a 2x2- sized area that is not known beforehand. Two robots are connected
    if they are vertical or horizontal neighbors on the grid. The locality constraint
    means that no global control, no compass, no global communication and only local
    vision is available; hence, a robot can only see its grid neighbors up to a constant
    L1-distance, which also limits its movements. A robot can move to one of its eight
    neighboring grid cells and if two or more robots move to the same location they
    are merged to be only one robot. The locality constraint is the significant challenging
    issue here, since robot move- ments must not harm the (only globally checkable)
    swarm connectivity. For solving the gathering problem, we provide a synchronous
    algorithm { executed by every robot { which ensures that robots merge without
    breaking the swarm con- nectivity. In our model, robots can obtain a special state,
    which marks such a robot to be performing specific connec- tivity preserving movements
    in order to allow later merge operations of the swarm. Compared to the grid, for
    gath- ering in the Euclidean plane for the same robot and time model the best
    known upper bound is O(n^2).
author:
- first_name: Andreas
  full_name: Cord-Landwehr, Andreas
  last_name: Cord-Landwehr
- first_name: Matthias
  full_name: Fischer, Matthias
  id: '146'
  last_name: Fischer
- first_name: Daniel
  full_name: Jung, Daniel
  id: '37827'
  last_name: Jung
- first_name: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  id: '15523'
  last_name: Meyer auf der Heide
citation:
  ama: 'Cord-Landwehr A, Fischer M, Jung D, Meyer auf der Heide F. Asymptotically
    Optimal Gathering on a Grid. In: <i>Proceedings of the 28th ACM Symposium on Parallelism
    in Algorithms and Architectures (SPAA)</i>. ACM; 2016:301-312. doi:<a href="https://doi.org/10.1145/2935764.2935789">10.1145/2935764.2935789</a>'
  apa: Cord-Landwehr, A., Fischer, M., Jung, D., &#38; Meyer auf der Heide, F. (2016).
    Asymptotically Optimal Gathering on a Grid. In <i>Proceedings of the 28th ACM
    Symposium on Parallelism in Algorithms and Architectures (SPAA)</i> (pp. 301–312).
    ACM. <a href="https://doi.org/10.1145/2935764.2935789">https://doi.org/10.1145/2935764.2935789</a>
  bibtex: '@inproceedings{Cord-Landwehr_Fischer_Jung_Meyer auf der Heide_2016, title={Asymptotically
    Optimal Gathering on a Grid}, DOI={<a href="https://doi.org/10.1145/2935764.2935789">10.1145/2935764.2935789</a>},
    booktitle={Proceedings of the 28th ACM Symposium on Parallelism in Algorithms
    and Architectures (SPAA)}, publisher={ACM}, author={Cord-Landwehr, Andreas and
    Fischer, Matthias and Jung, Daniel and Meyer auf der Heide, Friedhelm}, year={2016},
    pages={301–312} }'
  chicago: Cord-Landwehr, Andreas, Matthias Fischer, Daniel Jung, and Friedhelm Meyer
    auf der Heide. “Asymptotically Optimal Gathering on a Grid.” In <i>Proceedings
    of the 28th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)</i>,
    301–12. ACM, 2016. <a href="https://doi.org/10.1145/2935764.2935789">https://doi.org/10.1145/2935764.2935789</a>.
  ieee: A. Cord-Landwehr, M. Fischer, D. Jung, and F. Meyer auf der Heide, “Asymptotically
    Optimal Gathering on a Grid,” in <i>Proceedings of the 28th ACM Symposium on Parallelism
    in Algorithms and Architectures (SPAA)</i>, 2016, pp. 301–312.
  mla: Cord-Landwehr, Andreas, et al. “Asymptotically Optimal Gathering on a Grid.”
    <i>Proceedings of the 28th ACM Symposium on Parallelism in Algorithms and Architectures
    (SPAA)</i>, ACM, 2016, pp. 301–12, doi:<a href="https://doi.org/10.1145/2935764.2935789">10.1145/2935764.2935789</a>.
  short: 'A. Cord-Landwehr, M. Fischer, D. Jung, F. Meyer auf der Heide, in: Proceedings
    of the 28th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA),
    ACM, 2016, pp. 301–312.'
date_created: 2020-04-01T12:46:35Z
date_updated: 2022-01-06T06:52:49Z
department:
- _id: '63'
doi: 10.1145/2935764.2935789
language:
- iso: eng
page: 301-312
publication: Proceedings of the 28th ACM Symposium on Parallelism in Algorithms and
  Architectures (SPAA)
publisher: ACM
status: public
title: Asymptotically Optimal Gathering on a Grid
type: conference
user_id: '15415'
year: '2016'
...
---
_id: '16360'
abstract:
- lang: eng
  text: 'We consider the following variant of the two dimensional gathering problem
    for swarms of robots: Given a swarm of n indistinguishable, point shaped robots
    on a two dimensional grid. Initially, the robots form a closed chain on the grid
    and must keep this connectivity during the whole process of their gathering. Connectivity
    means, that neighboring robots of the chain need to be positioned at the same
    or neighboring points of the grid. In our model, gathering means to keep shortening
    the chain until the robots are located inside a 2*2 subgrid. Our model is completely
    local (no global control, no global coordinates, no compass, no global communication
    or vision, ...). Each robot can only see its next constant number of left and
    right neighbors on the chain. This fixed constant is called the viewing path length.
    All its operations and detections are restricted to this constant number of robots.
    Other robots, even if located at neighboring or the same grid point cannot be
    detected. Only based on the relative positions of its detectable chain neighbors,
    a robot can decide to obtain a certain state. Based on this state and their local
    knowledge, the robots do local modifications to the chain by moving to neighboring
    grid points without breaking the chain. These modifications are performed without
    the knowledge whether they lead to a global progress or not. We assume the fully
    synchronous FSYNC model. For this problem, we present a gathering algorithm which
    needs linear time. This result generalizes a result, where an open chain with
    specified distinguishable (and fixed) endpoints is considered. '
author:
- first_name: Sebastian
  full_name: Abshoff, Sebastian
  last_name: Abshoff
- first_name: Andreas
  full_name: Cord-Landwehr, Andreas
  last_name: Cord-Landwehr
- first_name: Matthias
  full_name: Fischer, Matthias
  id: '146'
  last_name: Fischer
- first_name: Daniel
  full_name: Jung, Daniel
  id: '37827'
  last_name: Jung
- first_name: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  id: '15523'
  last_name: Meyer auf der Heide
citation:
  ama: 'Abshoff S, Cord-Landwehr A, Fischer M, Jung D, Meyer auf der Heide F. Gathering
    a Closed Chain of Robots on a Grid. In: <i>Proceedings of the 30th International
    Parallel and Distributed Processing Symposium (IPDPS)</i>. IEEE; 2016:689-699.
    doi:<a href="https://doi.org/10.1109/IPDPS.2016.51">10.1109/IPDPS.2016.51</a>'
  apa: Abshoff, S., Cord-Landwehr, A., Fischer, M., Jung, D., &#38; Meyer auf der
    Heide, F. (2016). Gathering a Closed Chain of Robots on a Grid. In <i>Proceedings
    of the 30th International Parallel and Distributed Processing Symposium (IPDPS)</i>
    (pp. 689–699). IEEE. <a href="https://doi.org/10.1109/IPDPS.2016.51">https://doi.org/10.1109/IPDPS.2016.51</a>
  bibtex: '@inproceedings{Abshoff_Cord-Landwehr_Fischer_Jung_Meyer auf der Heide_2016,
    title={Gathering a Closed Chain of Robots on a Grid}, DOI={<a href="https://doi.org/10.1109/IPDPS.2016.51">10.1109/IPDPS.2016.51</a>},
    booktitle={Proceedings of the 30th International Parallel and Distributed Processing
    Symposium (IPDPS)}, publisher={IEEE}, author={Abshoff, Sebastian and Cord-Landwehr,
    Andreas and Fischer, Matthias and Jung, Daniel and Meyer auf der Heide, Friedhelm},
    year={2016}, pages={689–699} }'
  chicago: Abshoff, Sebastian, Andreas Cord-Landwehr, Matthias Fischer, Daniel Jung,
    and Friedhelm Meyer auf der Heide. “Gathering a Closed Chain of Robots on a Grid.”
    In <i>Proceedings of the 30th International Parallel and Distributed Processing
    Symposium (IPDPS)</i>, 689–99. IEEE, 2016. <a href="https://doi.org/10.1109/IPDPS.2016.51">https://doi.org/10.1109/IPDPS.2016.51</a>.
  ieee: S. Abshoff, A. Cord-Landwehr, M. Fischer, D. Jung, and F. Meyer auf der Heide,
    “Gathering a Closed Chain of Robots on a Grid,” in <i>Proceedings of the 30th
    International Parallel and Distributed Processing Symposium (IPDPS)</i>, 2016,
    pp. 689–699.
  mla: Abshoff, Sebastian, et al. “Gathering a Closed Chain of Robots on a Grid.”
    <i>Proceedings of the 30th International Parallel and Distributed Processing Symposium
    (IPDPS)</i>, IEEE, 2016, pp. 689–99, doi:<a href="https://doi.org/10.1109/IPDPS.2016.51">10.1109/IPDPS.2016.51</a>.
  short: 'S. Abshoff, A. Cord-Landwehr, M. Fischer, D. Jung, F. Meyer auf der Heide,
    in: Proceedings of the 30th International Parallel and Distributed Processing
    Symposium (IPDPS), IEEE, 2016, pp. 689–699.'
date_created: 2020-04-01T12:56:43Z
date_updated: 2022-01-06T06:52:49Z
department:
- _id: '63'
doi: 10.1109/IPDPS.2016.51
language:
- iso: eng
page: 689-699
publication: Proceedings of the 30th International Parallel and Distributed Processing
  Symposium (IPDPS)
publisher: IEEE
status: public
title: Gathering a Closed Chain of Robots on a Grid
type: conference
user_id: '15415'
year: '2016'
...
---
_id: '16364'
author:
- first_name: Alexander
  full_name: Macker, Alexander
  last_name: Macker
- first_name: Manuel
  full_name: Malatyali, Manuel
  last_name: Malatyali
- first_name: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  id: '15523'
  last_name: Meyer auf der Heide
citation:
  ama: 'Macker A, Malatyali M, Meyer auf der Heide F. On Competitive Algorithms for
    Approximations of Top-k-Position Monitoring of Distributed Streams. In: <i>2016
    IEEE International Parallel and Distributed Processing Symposium (IPDPS)</i>.
    ; 2016. doi:<a href="https://doi.org/10.1109/ipdps.2016.91">10.1109/ipdps.2016.91</a>'
  apa: Macker, A., Malatyali, M., &#38; Meyer auf der Heide, F. (2016). On Competitive
    Algorithms for Approximations of Top-k-Position Monitoring of Distributed Streams.
    In <i>2016 IEEE International Parallel and Distributed Processing Symposium (IPDPS)</i>.
    <a href="https://doi.org/10.1109/ipdps.2016.91">https://doi.org/10.1109/ipdps.2016.91</a>
  bibtex: '@inproceedings{Macker_Malatyali_Meyer auf der Heide_2016, title={On Competitive
    Algorithms for Approximations of Top-k-Position Monitoring of Distributed Streams},
    DOI={<a href="https://doi.org/10.1109/ipdps.2016.91">10.1109/ipdps.2016.91</a>},
    booktitle={2016 IEEE International Parallel and Distributed Processing Symposium
    (IPDPS)}, author={Macker, Alexander and Malatyali, Manuel and Meyer auf der Heide,
    Friedhelm}, year={2016} }'
  chicago: Macker, Alexander, Manuel Malatyali, and Friedhelm Meyer auf der Heide.
    “On Competitive Algorithms for Approximations of Top-k-Position Monitoring of
    Distributed Streams.” In <i>2016 IEEE International Parallel and Distributed Processing
    Symposium (IPDPS)</i>, 2016. <a href="https://doi.org/10.1109/ipdps.2016.91">https://doi.org/10.1109/ipdps.2016.91</a>.
  ieee: A. Macker, M. Malatyali, and F. Meyer auf der Heide, “On Competitive Algorithms
    for Approximations of Top-k-Position Monitoring of Distributed Streams,” in <i>2016
    IEEE International Parallel and Distributed Processing Symposium (IPDPS)</i>,
    2016.
  mla: Macker, Alexander, et al. “On Competitive Algorithms for Approximations of
    Top-k-Position Monitoring of Distributed Streams.” <i>2016 IEEE International
    Parallel and Distributed Processing Symposium (IPDPS)</i>, 2016, doi:<a href="https://doi.org/10.1109/ipdps.2016.91">10.1109/ipdps.2016.91</a>.
  short: 'A. Macker, M. Malatyali, F. Meyer auf der Heide, in: 2016 IEEE International
    Parallel and Distributed Processing Symposium (IPDPS), 2016.'
date_created: 2020-04-02T10:14:25Z
date_updated: 2022-01-06T06:52:49Z
department:
- _id: '63'
doi: 10.1109/ipdps.2016.91
language:
- iso: eng
publication: 2016 IEEE International Parallel and Distributed Processing Symposium
  (IPDPS)
publication_identifier:
  isbn:
  - '9781509021406'
publication_status: published
status: public
title: On Competitive Algorithms for Approximations of Top-k-Position Monitoring of
  Distributed Streams
type: conference
user_id: '15415'
year: '2016'
...
---
_id: '16396'
abstract:
- lang: eng
  text: "We consider a scheduling problem where machines need to be rented from the\r\ncloud
    in order to process jobs. There are two types of machines available which\r\ncan
    be rented for machine-type dependent prices and for arbitrary durations.\r\nHowever,
    a machine-type dependent setup time is required before a machine is\r\navailable
    for processing. Jobs arrive online over time, have machine-type\r\ndependent sizes
    and have individual deadlines. The objective is to rent\r\nmachines and schedule
    jobs so as to meet all deadlines while minimizing the\r\nrental cost.\r\n  Since
    we observe the slack of jobs to have a fundamental influence on the\r\ncompetitiveness,
    we study the model when instances are parameterized by their\r\n(minimum) slack.
    An instance is called to have a slack of $\\beta$ if, for all\r\njobs, the difference
    between the job's release time and the latest point in\r\ntime at which it needs
    to be started is at least $\\beta$. While for $\\beta < s$\r\nno finite competitiveness
    is possible, our main result is an\r\n$O(\\frac{c}{\\varepsilon} + \\frac{1}{\\varepsilon^3})$-competitive
    online\r\nalgorithm for $\\beta = (1+\\varepsilon)s$ with $\\frac{1}{s} \\leq
    \\varepsilon\r\n\\leq 1$, where $s$ and $c$ denotes the largest setup time and
    the cost ratio of\r\nthe machine-types, respectively. It is complemented by a
    lower bound of\r\n$\\Omega(\\frac{c}{\\varepsilon})$."
author:
- first_name: Alexander
  full_name: Mäcker, Alexander
  id: '13536'
  last_name: Mäcker
- first_name: Manuel
  full_name: Malatyali, Manuel
  last_name: Malatyali
- first_name: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  id: '15523'
  last_name: Meyer auf der Heide
- first_name: Sören
  full_name: Riechers, Sören
  last_name: Riechers
citation:
  ama: Mäcker A, Malatyali M, Meyer auf der Heide F, Riechers S. Cost-efficient Scheduling
    on Machines from the Cloud. <i>arXiv:160901184</i>. 2016.
  apa: Mäcker, A., Malatyali, M., Meyer auf der Heide, F., &#38; Riechers, S. (2016).
    Cost-efficient Scheduling on Machines from the Cloud. <i>ArXiv:1609.01184</i>.
  bibtex: '@article{Mäcker_Malatyali_Meyer auf der Heide_Riechers_2016, title={Cost-efficient
    Scheduling on Machines from the Cloud}, journal={arXiv:1609.01184}, author={Mäcker,
    Alexander and Malatyali, Manuel and Meyer auf der Heide, Friedhelm and Riechers,
    Sören}, year={2016} }'
  chicago: Mäcker, Alexander, Manuel Malatyali, Friedhelm Meyer auf der Heide, and
    Sören Riechers. “Cost-Efficient Scheduling on Machines from the Cloud.” <i>ArXiv:1609.01184</i>,
    2016.
  ieee: A. Mäcker, M. Malatyali, F. Meyer auf der Heide, and S. Riechers, “Cost-efficient
    Scheduling on Machines from the Cloud,” <i>arXiv:1609.01184</i>. 2016.
  mla: Mäcker, Alexander, et al. “Cost-Efficient Scheduling on Machines from the Cloud.”
    <i>ArXiv:1609.01184</i>, 2016.
  short: A. Mäcker, M. Malatyali, F. Meyer auf der Heide, S. Riechers, ArXiv:1609.01184
    (2016).
date_created: 2020-04-03T09:24:28Z
date_updated: 2022-01-06T06:52:50Z
department:
- _id: '63'
external_id:
  arxiv:
  - '1609.01184'
language:
- iso: eng
publication: arXiv:1609.01184
status: public
title: Cost-efficient Scheduling on Machines from the Cloud
type: preprint
user_id: '15415'
year: '2016'
...
---
_id: '139'
abstract:
- lang: eng
  text: 'We consider online optimization problems in which certain goods have to be
    acquired in order to provide a service or infrastructure. Classically, decisions
    for such problems are considered as final: one buys the goods. However, in many
    real world applications, there is a shift away from the idea of buying goods.
    Instead, leasing is often a more flexible and lucrative business model. Research
    has realized this shift and recently initiated the theoretical study of leasing
    models (Anthony and Gupta in Proceedings of the integer programming and combinatorial
    optimization: 12th International IPCO Conference, Ithaca, NY, USA, June 25–27,
    2007; Meyerson in Proceedings of the 46th Annual IEEE Symposium on Foundations
    of Computer Science (FOCS 2005), 23–25 Oct 2005, Pittsburgh, PA, USA, 2005; Nagarajan
    and Williamson in Discret Optim 10(4):361–370, 2013) We extend this line of work
    and suggest a more systematic study of leasing aspects for a class of online optimization
    problems. We provide two major technical results. We introduce the leasing variant
    of online set multicover and give an O(log(mK)logn)-competitive algorithm (with
    n, m, and K being the number of elements, sets, and leases, respectively). Our
    results also imply improvements for the non-leasing variant of online set cover.
    Moreover, we extend results for the leasing variant of online facility location.
    Nagarajan and Williamson (Discret Optim 10(4):361–370, 2013) gave an O(Klogn)-competitive
    algorithm for this problem (with n and K being the number of clients and leases,
    respectively). We remove the dependency on n (and, thereby, on time). In general,
    this leads to a bound of O(lmaxloglmax) (with the maximal lease length lmax).
    For many natural problem instances, the bound improves to O(K2).'
author:
- first_name: Sebastian
  full_name: Abshoff, Sebastian
  last_name: Abshoff
- first_name: Peter
  full_name: Kling, Peter
  last_name: Kling
- first_name: Christine
  full_name: Markarian, Christine
  id: '37612'
  last_name: Markarian
- first_name: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  id: '15523'
  last_name: Meyer auf der Heide
- first_name: 'Peter '
  full_name: 'Pietrzyk, Peter '
  last_name: Pietrzyk
citation:
  ama: Abshoff S, Kling P, Markarian C, Meyer auf der Heide F, Pietrzyk P. Towards
    the price of leasing online. <i>Journal of Combinatorial Optimization</i>. 2016;(4):1197--1216.
    doi:<a href="https://doi.org/10.1007/s10878-015-9915-5">10.1007/s10878-015-9915-5</a>
  apa: Abshoff, S., Kling, P., Markarian, C., Meyer auf der Heide, F., &#38; Pietrzyk,
    P. (2016). Towards the price of leasing online. <i>Journal of Combinatorial Optimization</i>,
    (4), 1197--1216. <a href="https://doi.org/10.1007/s10878-015-9915-5">https://doi.org/10.1007/s10878-015-9915-5</a>
  bibtex: '@article{Abshoff_Kling_Markarian_Meyer auf der Heide_Pietrzyk_2016, title={Towards
    the price of leasing online}, DOI={<a href="https://doi.org/10.1007/s10878-015-9915-5">10.1007/s10878-015-9915-5</a>},
    number={4}, journal={Journal of Combinatorial Optimization}, publisher={Springer},
    author={Abshoff, Sebastian and Kling, Peter and Markarian, Christine and Meyer
    auf der Heide, Friedhelm and Pietrzyk, Peter }, year={2016}, pages={1197--1216}
    }'
  chicago: 'Abshoff, Sebastian, Peter Kling, Christine Markarian, Friedhelm Meyer
    auf der Heide, and Peter  Pietrzyk. “Towards the Price of Leasing Online.” <i>Journal
    of Combinatorial Optimization</i>, no. 4 (2016): 1197--1216. <a href="https://doi.org/10.1007/s10878-015-9915-5">https://doi.org/10.1007/s10878-015-9915-5</a>.'
  ieee: S. Abshoff, P. Kling, C. Markarian, F. Meyer auf der Heide, and P. Pietrzyk,
    “Towards the price of leasing online,” <i>Journal of Combinatorial Optimization</i>,
    no. 4, pp. 1197--1216, 2016.
  mla: Abshoff, Sebastian, et al. “Towards the Price of Leasing Online.” <i>Journal
    of Combinatorial Optimization</i>, no. 4, Springer, 2016, pp. 1197--1216, doi:<a
    href="https://doi.org/10.1007/s10878-015-9915-5">10.1007/s10878-015-9915-5</a>.
  short: S. Abshoff, P. Kling, C. Markarian, F. Meyer auf der Heide, P. Pietrzyk,
    Journal of Combinatorial Optimization (2016) 1197--1216.
date_created: 2017-10-17T12:41:18Z
date_updated: 2022-01-06T06:51:46Z
ddc:
- '000'
department:
- _id: '63'
doi: 10.1007/s10878-015-9915-5
file:
- access_level: closed
  content_type: application/pdf
  creator: ups
  date_created: 2018-11-02T15:57:25Z
  date_updated: 2018-11-02T15:57:25Z
  file_id: '5318'
  file_name: Abshoff-TowardsThePriceOfLeasingOnline.pdf
  file_size: 654903
  relation: main_file
  success: 1
file_date_updated: 2018-11-02T15:57:25Z
has_accepted_license: '1'
issue: '4'
language:
- iso: eng
page: ' 1197--1216'
project:
- _id: '1'
  name: SFB 901
- _id: '5'
  name: SFB 901 - Subprojekt A1
- _id: '16'
  name: SFB 901 - Subprojekt C4
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '4'
  name: SFB 901 - Project Area C
publication: Journal of Combinatorial Optimization
publisher: Springer
status: public
title: Towards the price of leasing online
type: journal_article
user_id: '477'
year: '2016'
...
---
_id: '143'
abstract:
- lang: eng
  text: 'We present an efficient parallel algorithm for the general Monotone Circuit
    Value Problem (MCVP) with n gates and an underlying graph of bounded genus k.
    Our algorithm generalizes a recent result by Limaye et al. who showed that MCVP
    with toroidal embedding (genus 1) is in NC when the input contains a toroidal
    embedding of the circuit. In addition to extending this result from genus 1 to
    any bounded genus k, and unlike the work reported by Limaye et al., we do not
    require a precomputed embedding to be given. Most importantly, our results imply
    that given a P-complete problem, it is possible to find an algorithm that makes
    the problem fall into NC by fixing one or more parameters. Hence, we deduce the
    interesting analogy: Fixed Parameter Parallelizable (FPP) is with respect to P-complete
    what Fixed Parameter Tractable (FPT) is with respect to NP-complete. Similar work
    that uses treewidth as parameter was also presented by Elberfeld et al. in [6].'
author:
- first_name: 'Faisal N. '
  full_name: 'Abu-Khzam, Faisal N. '
  last_name: Abu-Khzam
- first_name: Shouwei
  full_name: Li, Shouwei
  last_name: Li
- first_name: Christine
  full_name: Markarian, Christine
  id: '37612'
  last_name: Markarian
- first_name: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  id: '15523'
  last_name: Meyer auf der Heide
- first_name: Pavel
  full_name: Podlipyan, Pavel
  last_name: Podlipyan
citation:
  ama: 'Abu-Khzam FN, Li S, Markarian C, Meyer auf der Heide F, Podlipyan P. The Monotone
    Circuit Value Problem with Bounded Genus Is in NC. In: <i>Proceedings of the 22nd
    International Conference on Computing and Combinatorics (COCOON)</i>. LNCS. ;
    2016:92-102. doi:<a href="https://doi.org/10.1007/978-3-319-42634-1_8">10.1007/978-3-319-42634-1_8</a>'
  apa: Abu-Khzam, F. N., Li, S., Markarian, C., Meyer auf der Heide, F., &#38; Podlipyan,
    P. (2016). The Monotone Circuit Value Problem with Bounded Genus Is in NC. In
    <i>Proceedings of the 22nd International Conference on Computing and Combinatorics
    (COCOON)</i> (pp. 92–102). <a href="https://doi.org/10.1007/978-3-319-42634-1_8">https://doi.org/10.1007/978-3-319-42634-1_8</a>
  bibtex: '@inproceedings{Abu-Khzam_Li_Markarian_Meyer auf der Heide_Podlipyan_2016,
    series={LNCS}, title={The Monotone Circuit Value Problem with Bounded Genus Is
    in NC}, DOI={<a href="https://doi.org/10.1007/978-3-319-42634-1_8">10.1007/978-3-319-42634-1_8</a>},
    booktitle={Proceedings of the 22nd International Conference on Computing and Combinatorics
    (COCOON)}, author={Abu-Khzam, Faisal N.  and Li, Shouwei and Markarian, Christine
    and Meyer auf der Heide, Friedhelm and Podlipyan, Pavel}, year={2016}, pages={92–102},
    collection={LNCS} }'
  chicago: Abu-Khzam, Faisal N. , Shouwei Li, Christine Markarian, Friedhelm Meyer
    auf der Heide, and Pavel Podlipyan. “The Monotone Circuit Value Problem with Bounded
    Genus Is in NC.” In <i>Proceedings of the 22nd International Conference on Computing
    and Combinatorics (COCOON)</i>, 92–102. LNCS, 2016. <a href="https://doi.org/10.1007/978-3-319-42634-1_8">https://doi.org/10.1007/978-3-319-42634-1_8</a>.
  ieee: F. N. Abu-Khzam, S. Li, C. Markarian, F. Meyer auf der Heide, and P. Podlipyan,
    “The Monotone Circuit Value Problem with Bounded Genus Is in NC,” in <i>Proceedings
    of the 22nd International Conference on Computing and Combinatorics (COCOON)</i>,
    2016, pp. 92–102.
  mla: Abu-Khzam, Faisal N., et al. “The Monotone Circuit Value Problem with Bounded
    Genus Is in NC.” <i>Proceedings of the 22nd International Conference on Computing
    and Combinatorics (COCOON)</i>, 2016, pp. 92–102, doi:<a href="https://doi.org/10.1007/978-3-319-42634-1_8">10.1007/978-3-319-42634-1_8</a>.
  short: 'F.N. Abu-Khzam, S. Li, C. Markarian, F. Meyer auf der Heide, P. Podlipyan,
    in: Proceedings of the 22nd International Conference on Computing and Combinatorics
    (COCOON), 2016, pp. 92–102.'
date_created: 2017-10-17T12:41:19Z
date_updated: 2022-01-06T06:51:57Z
ddc:
- '000'
department:
- _id: '63'
doi: 10.1007/978-3-319-42634-1_8
file:
- access_level: closed
  content_type: application/pdf
  creator: ups
  date_created: 2018-11-02T14:20:45Z
  date_updated: 2018-11-02T14:20:45Z
  file_id: '5269'
  file_name: TheMonotoneCircuitValueProblem.pdf
  file_size: 234587
  relation: main_file
  success: 1
file_date_updated: 2018-11-02T14:20:45Z
has_accepted_license: '1'
language:
- iso: eng
page: 92-102
project:
- _id: '1'
  name: SFB 901
- _id: '5'
  name: SFB 901 - Subprojekt A1
- _id: '2'
  name: SFB 901 - Project Area A
publication: Proceedings of the 22nd International Conference on Computing and Combinatorics
  (COCOON)
series_title: LNCS
status: public
title: The Monotone Circuit Value Problem with Bounded Genus Is in NC
type: conference
user_id: '477'
year: '2016'
...
---
_id: '145'
abstract:
- lang: eng
  text: 'Comparative evaluations of peer-to-peer protocols through simulations are
    a viable approach to judge the performance and costs of the individual protocols
    in large-scale networks. In order to support this work, we present the peer-to-peer
    system simulator PeerfactSim.KOM, which we extended over the last years. PeerfactSim.KOM
    comes with an extensive layer model to support various facets and protocols of
    peer-to-peer networking. In this article, we describe PeerfactSim.KOM and show
    how it can be used for detailed measurements of large-scale peer-to-peer networks.
    We enhanced PeerfactSim.KOM with a fine-grained analyzer concept, with exhaustive
    automated measurements and gnuplot generators as well as a coordination control
    to evaluate sets of experiment setups in parallel. Thus, by configuring all experiments
    and protocols only once and starting the simulator, all desired measurements are
    performed, analyzed, evaluated, and combined, resulting in a holistic environment
    for the comparative evaluation of peer-to-peer systems. An immediate comparison
    of different configurations and overlays under different aspects is possible directly
    after the execution without any manual post-processing. '
author:
- first_name: Matthias
  full_name: Feldotto, Matthias
  id: '14052'
  last_name: Feldotto
  orcid: 0000-0003-1348-6516
- first_name: Kalman
  full_name: Graffi, Kalman
  last_name: Graffi
citation:
  ama: 'Feldotto M, Graffi K. Systematic evaluation of peer-to-peer systems using
    PeerfactSim.KOM. <i>Concurrency and Computation: Practice and Experience</i>.
    2016;28(5):1655-1677. doi:<a href="https://doi.org/10.1002/cpe.3716">10.1002/cpe.3716</a>'
  apa: 'Feldotto, M., &#38; Graffi, K. (2016). Systematic evaluation of peer-to-peer
    systems using PeerfactSim.KOM. <i>Concurrency and Computation: Practice and Experience</i>,
    <i>28</i>(5), 1655–1677. <a href="https://doi.org/10.1002/cpe.3716">https://doi.org/10.1002/cpe.3716</a>'
  bibtex: '@article{Feldotto_Graffi_2016, title={Systematic evaluation of peer-to-peer
    systems using PeerfactSim.KOM}, volume={28}, DOI={<a href="https://doi.org/10.1002/cpe.3716">10.1002/cpe.3716</a>},
    number={5}, journal={Concurrency and Computation: Practice and Experience}, publisher={Wiley
    Online Library}, author={Feldotto, Matthias and Graffi, Kalman}, year={2016},
    pages={1655–1677} }'
  chicago: 'Feldotto, Matthias, and Kalman Graffi. “Systematic Evaluation of Peer-to-Peer
    Systems Using PeerfactSim.KOM.” <i>Concurrency and Computation: Practice and Experience</i>
    28, no. 5 (2016): 1655–77. <a href="https://doi.org/10.1002/cpe.3716">https://doi.org/10.1002/cpe.3716</a>.'
  ieee: 'M. Feldotto and K. Graffi, “Systematic evaluation of peer-to-peer systems
    using PeerfactSim.KOM,” <i>Concurrency and Computation: Practice and Experience</i>,
    vol. 28, no. 5, pp. 1655–1677, 2016.'
  mla: 'Feldotto, Matthias, and Kalman Graffi. “Systematic Evaluation of Peer-to-Peer
    Systems Using PeerfactSim.KOM.” <i>Concurrency and Computation: Practice and Experience</i>,
    vol. 28, no. 5, Wiley Online Library, 2016, pp. 1655–77, doi:<a href="https://doi.org/10.1002/cpe.3716">10.1002/cpe.3716</a>.'
  short: 'M. Feldotto, K. Graffi, Concurrency and Computation: Practice and Experience
    28 (2016) 1655–1677.'
date_created: 2017-10-17T12:41:20Z
date_updated: 2022-01-06T06:52:00Z
ddc:
- '040'
department:
- _id: '79'
- _id: '63'
- _id: '541'
doi: 10.1002/cpe.3716
file:
- access_level: closed
  content_type: application/pdf
  creator: florida
  date_created: 2018-03-21T12:57:57Z
  date_updated: 2018-03-21T12:57:57Z
  file_id: '1556'
  file_name: 145-Feldotto_et_al-2016-Concurrency_and_Computation-_Practice_and_Experience.pdf
  file_size: 3121363
  relation: main_file
  success: 1
file_date_updated: 2018-03-21T12:57:57Z
has_accepted_license: '1'
intvolume: '        28'
issue: '5'
page: 1655-1677
project:
- _id: '1'
  name: SFB 901
- _id: '5'
  name: SFB 901 - Subprojekt A1
- _id: '2'
  name: SFB 901 - Project Area A
publication: 'Concurrency and Computation: Practice and Experience'
publication_status: published
publisher: Wiley Online Library
status: public
title: Systematic evaluation of peer-to-peer systems using PeerfactSim.KOM
type: journal_article
user_id: '14052'
volume: 28
year: '2016'
...
---
_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: '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'
...
