---
_id: '20160'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
citation:
  ama: 'Hamann H. A Reductionist Approach to Hypothesis-Catching for the Analysis
    of Self-Organizing Decision-Making Systems. In: <i>7th IEEE Int. Conf. on Self-Adaptive
    and Self-Organizing Systems (SASO 2013)</i>. IEEE Press; 2013:227-236. doi:<a
    href="https://doi.org/10.1109/SASO.2013.10">10.1109/SASO.2013.10</a>'
  apa: Hamann, H. (2013). A Reductionist Approach to Hypothesis-Catching for the Analysis
    of Self-Organizing Decision-Making Systems. In <i>7th IEEE Int. Conf. on Self-Adaptive
    and Self-Organizing Systems (SASO 2013)</i> (pp. 227–236). IEEE Press. <a href="https://doi.org/10.1109/SASO.2013.10">https://doi.org/10.1109/SASO.2013.10</a>
  bibtex: '@inproceedings{Hamann_2013, title={A Reductionist Approach to Hypothesis-Catching
    for the Analysis of Self-Organizing Decision-Making Systems}, DOI={<a href="https://doi.org/10.1109/SASO.2013.10">10.1109/SASO.2013.10</a>},
    booktitle={7th IEEE Int. Conf. on Self-Adaptive and Self-Organizing Systems (SASO
    2013)}, publisher={IEEE Press}, author={Hamann, Heiko}, year={2013}, pages={227–236}
    }'
  chicago: Hamann, Heiko. “A Reductionist Approach to Hypothesis-Catching for the
    Analysis of Self-Organizing Decision-Making Systems.” In <i>7th IEEE Int. Conf.
    on Self-Adaptive and Self-Organizing Systems (SASO 2013)</i>, 227–36. IEEE Press,
    2013. <a href="https://doi.org/10.1109/SASO.2013.10">https://doi.org/10.1109/SASO.2013.10</a>.
  ieee: H. Hamann, “A Reductionist Approach to Hypothesis-Catching for the Analysis
    of Self-Organizing Decision-Making Systems,” in <i>7th IEEE Int. Conf. on Self-Adaptive
    and Self-Organizing Systems (SASO 2013)</i>, 2013, pp. 227–236.
  mla: Hamann, Heiko. “A Reductionist Approach to Hypothesis-Catching for the Analysis
    of Self-Organizing Decision-Making Systems.” <i>7th IEEE Int. Conf. on Self-Adaptive
    and Self-Organizing Systems (SASO 2013)</i>, IEEE Press, 2013, pp. 227–36, doi:<a
    href="https://doi.org/10.1109/SASO.2013.10">10.1109/SASO.2013.10</a>.
  short: 'H. Hamann, in: 7th IEEE Int. Conf. on Self-Adaptive and Self-Organizing
    Systems (SASO 2013), IEEE Press, 2013, pp. 227–236.'
date_created: 2020-10-21T13:48:26Z
date_updated: 2022-01-06T06:54:20Z
department:
- _id: '63'
- _id: '238'
doi: 10.1109/SASO.2013.10
language:
- iso: eng
page: 227-236
publication: 7th IEEE Int. Conf. on Self-Adaptive and Self-Organizing Systems (SASO
  2013)
publisher: IEEE Press
status: public
title: A Reductionist Approach to Hypothesis-Catching for the Analysis of Self-Organizing
  Decision-Making Systems
type: conference
user_id: '15415'
year: '2013'
...
---
_id: '20161'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Pietro
  full_name: Lio, Pietro
  last_name: Lio
- first_name: Orazio
  full_name: Miglino, Orazio
  last_name: Miglino
- first_name: Giuseppe
  full_name: Nicosia, Giuseppe
  last_name: Nicosia
- first_name: Stefano
  full_name: Nolfi, Stefano
  last_name: Nolfi
- first_name: Mario
  full_name: Pavone, Mario
  last_name: Pavone
citation:
  ama: 'Hamann H, Lio P, Miglino O, Nicosia G, Nolfi S, Pavone M. Speciation Dynamics:
    Generating Selective Pressure Towards Diversity. In: <i>12th European Conference
    on Artificial Life (ECAL 2013)</i>. MIT Press; 2013.'
  apa: 'Hamann, H., Lio, P., Miglino, O., Nicosia, G., Nolfi, S., &#38; Pavone, M.
    (2013). Speciation Dynamics: Generating Selective Pressure Towards Diversity.
    In <i>12th European Conference on Artificial Life (ECAL 2013)</i>. MIT Press.'
  bibtex: '@inproceedings{Hamann_Lio_Miglino_Nicosia_Nolfi_Pavone_2013, title={Speciation
    Dynamics: Generating Selective Pressure Towards Diversity}, booktitle={12th European
    Conference on Artificial Life (ECAL 2013)}, publisher={MIT Press}, author={Hamann,
    Heiko and Lio, Pietro and Miglino, Orazio and Nicosia, Giuseppe and Nolfi, Stefano
    and Pavone, Mario}, year={2013} }'
  chicago: 'Hamann, Heiko, Pietro Lio, Orazio Miglino, Giuseppe Nicosia, Stefano Nolfi,
    and Mario Pavone. “Speciation Dynamics: Generating Selective Pressure Towards
    Diversity.” In <i>12th European Conference on Artificial Life (ECAL 2013)</i>.
    MIT Press, 2013.'
  ieee: 'H. Hamann, P. Lio, O. Miglino, G. Nicosia, S. Nolfi, and M. Pavone, “Speciation
    Dynamics: Generating Selective Pressure Towards Diversity,” in <i>12th European
    Conference on Artificial Life (ECAL 2013)</i>, 2013.'
  mla: 'Hamann, Heiko, et al. “Speciation Dynamics: Generating Selective Pressure
    Towards Diversity.” <i>12th European Conference on Artificial Life (ECAL 2013)</i>,
    MIT Press, 2013.'
  short: 'H. Hamann, P. Lio, O. Miglino, G. Nicosia, S. Nolfi, M. Pavone, in: 12th
    European Conference on Artificial Life (ECAL 2013), MIT Press, 2013.'
date_created: 2020-10-21T13:53:59Z
date_updated: 2022-01-06T06:54:20Z
department:
- _id: '63'
- _id: '238'
language:
- iso: eng
publication: 12th European Conference on Artificial Life (ECAL 2013)
publisher: MIT Press
status: public
title: 'Speciation Dynamics: Generating Selective Pressure Towards Diversity'
type: conference
user_id: '15415'
year: '2013'
...
---
_id: '20162'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
citation:
  ama: 'Hamann H. Towards Swarm Calculus: Urn Models of Collective Decisions and Universal
    Properties of Swarm Performance. <i>Swarm Intelligence</i>. 2013;7(3):145-172.
    doi:<a href="https://doi.org/10.1007/s11721-013-0080-0">10.1007/s11721-013-0080-0</a>'
  apa: 'Hamann, H. (2013). Towards Swarm Calculus: Urn Models of Collective Decisions
    and Universal Properties of Swarm Performance. <i>Swarm Intelligence</i>, <i>7</i>(3),
    145–172. <a href="https://doi.org/10.1007/s11721-013-0080-0">https://doi.org/10.1007/s11721-013-0080-0</a>'
  bibtex: '@article{Hamann_2013, title={Towards Swarm Calculus: Urn Models of Collective
    Decisions and Universal Properties of Swarm Performance}, volume={7}, DOI={<a
    href="https://doi.org/10.1007/s11721-013-0080-0">10.1007/s11721-013-0080-0</a>},
    number={3}, journal={Swarm Intelligence}, author={Hamann, Heiko}, year={2013},
    pages={145–172} }'
  chicago: 'Hamann, Heiko. “Towards Swarm Calculus: Urn Models of Collective Decisions
    and Universal Properties of Swarm Performance.” <i>Swarm Intelligence</i> 7, no.
    3 (2013): 145–72. <a href="https://doi.org/10.1007/s11721-013-0080-0">https://doi.org/10.1007/s11721-013-0080-0</a>.'
  ieee: 'H. Hamann, “Towards Swarm Calculus: Urn Models of Collective Decisions and
    Universal Properties of Swarm Performance,” <i>Swarm Intelligence</i>, vol. 7,
    no. 3, pp. 145–172, 2013.'
  mla: 'Hamann, Heiko. “Towards Swarm Calculus: Urn Models of Collective Decisions
    and Universal Properties of Swarm Performance.” <i>Swarm Intelligence</i>, vol.
    7, no. 3, 2013, pp. 145–72, doi:<a href="https://doi.org/10.1007/s11721-013-0080-0">10.1007/s11721-013-0080-0</a>.'
  short: H. Hamann, Swarm Intelligence 7 (2013) 145–172.
date_created: 2020-10-21T13:57:36Z
date_updated: 2022-01-06T06:54:20Z
department:
- _id: '63'
- _id: '238'
doi: 10.1007/s11721-013-0080-0
intvolume: '         7'
issue: '3'
language:
- iso: eng
page: 145-172
publication: Swarm Intelligence
status: public
title: 'Towards Swarm Calculus: Urn Models of Collective Decisions and Universal Properties
  of Swarm Performance'
type: journal_article
user_id: '15415'
volume: 7
year: '2013'
...
---
_id: '20173'
abstract:
- lang: eng
  text: This paper investigates the properties required to evolve Artificial Neural
    Networks for distributed control in modular robotics, which typically involves
    non-linear dynamics and complex interactions in the sensori-motor space. We investigate
    the relation between macro-scale properties (such as modularity and regularity)
    and micro-scale properties in Neural Network controllers. We show how neurons
    capable of multiplicative-like arithmetic operations may increase the performance
    of controllers in several ways whenever challenging control problems with non-linear
    dynamics are involved. This paper provides evidence that performance and robustness
    of evolved controllers can be improved by a combination of carefully chosen micro-
    and macro-scale neural network properties.
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Jürgen
  full_name: Stradner, Jürgen
  last_name: Stradner
- first_name: Nicolas
  full_name: Bredeche, Nicolas
  last_name: Bredeche
- first_name: Leo
  full_name: Cazenille, Leo
  last_name: Cazenille
citation:
  ama: 'Hamann H, Stradner J, Bredeche N, Cazenille L. Impact of Neuron Models and
    Network Structure on Evolving Modular Robot Neural Network Controllers. In: <i>14th
    Annual Genetic and Evolutionary Computation Conference, GECCO 2012</i>. ACM; 2012:89-96.
    doi:<a href="https://doi.org/10.1145/2330163.2330177">10.1145/2330163.2330177</a>'
  apa: Hamann, H., Stradner, J., Bredeche, N., &#38; Cazenille, L. (2012). Impact
    of Neuron Models and Network Structure on Evolving Modular Robot Neural Network
    Controllers. In <i>14th Annual Genetic and Evolutionary Computation Conference,
    GECCO 2012</i> (pp. 89–96). ACM. <a href="https://doi.org/10.1145/2330163.2330177">https://doi.org/10.1145/2330163.2330177</a>
  bibtex: '@inproceedings{Hamann_Stradner_Bredeche_Cazenille_2012, title={Impact of
    Neuron Models and Network Structure on Evolving Modular Robot Neural Network Controllers},
    DOI={<a href="https://doi.org/10.1145/2330163.2330177">10.1145/2330163.2330177</a>},
    booktitle={14th Annual Genetic and Evolutionary Computation Conference, GECCO
    2012}, publisher={ACM}, author={Hamann, Heiko and Stradner, Jürgen and Bredeche,
    Nicolas and Cazenille, Leo}, year={2012}, pages={89–96} }'
  chicago: Hamann, Heiko, Jürgen Stradner, Nicolas Bredeche, and Leo Cazenille. “Impact
    of Neuron Models and Network Structure on Evolving Modular Robot Neural Network
    Controllers.” In <i>14th Annual Genetic and Evolutionary Computation Conference,
    GECCO 2012</i>, 89–96. ACM, 2012. <a href="https://doi.org/10.1145/2330163.2330177">https://doi.org/10.1145/2330163.2330177</a>.
  ieee: H. Hamann, J. Stradner, N. Bredeche, and L. Cazenille, “Impact of Neuron Models
    and Network Structure on Evolving Modular Robot Neural Network Controllers,” in
    <i>14th Annual Genetic and Evolutionary Computation Conference, GECCO 2012</i>,
    2012, pp. 89–96.
  mla: Hamann, Heiko, et al. “Impact of Neuron Models and Network Structure on Evolving
    Modular Robot Neural Network Controllers.” <i>14th Annual Genetic and Evolutionary
    Computation Conference, GECCO 2012</i>, ACM, 2012, pp. 89–96, doi:<a href="https://doi.org/10.1145/2330163.2330177">10.1145/2330163.2330177</a>.
  short: 'H. Hamann, J. Stradner, N. Bredeche, L. Cazenille, in: 14th Annual Genetic
    and Evolutionary Computation Conference, GECCO 2012, ACM, 2012, pp. 89–96.'
date_created: 2020-10-22T09:32:13Z
date_updated: 2022-01-06T06:54:21Z
department:
- _id: '63'
- _id: '238'
doi: 10.1145/2330163.2330177
language:
- iso: eng
page: 89-96
publication: 14th Annual Genetic and Evolutionary Computation Conference, GECCO 2012
publisher: ACM
status: public
title: Impact of Neuron Models and Network Structure on Evolving Modular Robot Neural
  Network Controllers
type: conference
user_id: '15415'
year: '2012'
...
---
_id: '20174'
abstract:
- lang: eng
  text: 'As a contribution to the efforts towards robotic systems of higher flexibility
    we present our concept of morphologically dynamic robots. Within the projects
    SYMBRION and REPLICATOR, that focus on modular robotics, we have developed bio-inspired
    control techniques to achieve new concepts of dynamic, autonomous morphological
    structures. We propose three modes of coupling between robot modules: swarm, team,
    and organism mode. We demonstrate our concepts along with simple robot experiments.'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Jürgen
  full_name: Stradner, Jürgen
  last_name: Stradner
citation:
  ama: 'Hamann H, Schmickl T, Stradner J. Towards Morphological Flexibility: Modular
    Robotics and Bio-inspired Control. In: <i>Austrian Robotics Workshop (Operational
    Programme Slovenia-Austria)</i>. ; 2012.'
  apa: 'Hamann, H., Schmickl, T., &#38; Stradner, J. (2012). Towards Morphological
    Flexibility: Modular Robotics and Bio-inspired Control. In <i>Austrian Robotics
    Workshop (Operational Programme Slovenia-Austria)</i>.'
  bibtex: '@inproceedings{Hamann_Schmickl_Stradner_2012, title={Towards Morphological
    Flexibility: Modular Robotics and Bio-inspired Control}, booktitle={Austrian Robotics
    Workshop (Operational Programme Slovenia-Austria)}, author={Hamann, Heiko and
    Schmickl, Thomas and Stradner, Jürgen}, year={2012} }'
  chicago: 'Hamann, Heiko, Thomas Schmickl, and Jürgen Stradner. “Towards Morphological
    Flexibility: Modular Robotics and Bio-Inspired Control.” In <i>Austrian Robotics
    Workshop (Operational Programme Slovenia-Austria)</i>, 2012.'
  ieee: 'H. Hamann, T. Schmickl, and J. Stradner, “Towards Morphological Flexibility:
    Modular Robotics and Bio-inspired Control,” in <i>Austrian Robotics Workshop (Operational
    Programme Slovenia-Austria)</i>, 2012.'
  mla: 'Hamann, Heiko, et al. “Towards Morphological Flexibility: Modular Robotics
    and Bio-Inspired Control.” <i>Austrian Robotics Workshop (Operational Programme
    Slovenia-Austria)</i>, 2012.'
  short: 'H. Hamann, T. Schmickl, J. Stradner, in: Austrian Robotics Workshop (Operational
    Programme Slovenia-Austria), 2012.'
date_created: 2020-10-22T09:36:02Z
date_updated: 2022-01-06T06:54:21Z
department:
- _id: '63'
- _id: '238'
language:
- iso: eng
publication: Austrian Robotics Workshop (Operational Programme Slovenia-Austria)
status: public
title: 'Towards Morphological Flexibility: Modular Robotics and Bio-inspired Control'
type: conference
user_id: '15415'
year: '2012'
...
---
_id: '20175'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Jürgen
  full_name: Stradner, Jürgen
  last_name: Stradner
- first_name: Karl
  full_name: Crailsheim, Karl
  last_name: Crailsheim
- first_name: Payam
  full_name: Zahadat, Payam
  last_name: Zahadat
- first_name: Christoph
  full_name: Adami, Christoph
  last_name: Adami
- first_name: David M.
  full_name: Bryson, David M.
  last_name: Bryson
- first_name: Charles
  full_name: Ofria, Charles
  last_name: Ofria
- first_name: Robert T.
  full_name: Pennock, Robert T.
  last_name: Pennock
citation:
  ama: 'Hamann H, Schmickl T, Stradner J, et al. On-line, On-board Evolution of Reaction-Diffusion
    Control for Self-Adaptation. In: <i>Alife XIII</i>. MIT Press; 2012:597-598.'
  apa: Hamann, H., Schmickl, T., Stradner, J., Crailsheim, K., Zahadat, P., Adami,
    C., … Pennock, R. T. (2012). On-line, On-board Evolution of Reaction-Diffusion
    Control for Self-Adaptation. In <i>Alife XIII</i> (pp. 597–598). MIT Press.
  bibtex: '@inproceedings{Hamann_Schmickl_Stradner_Crailsheim_Zahadat_Adami_Bryson_Ofria_Pennock_2012,
    title={On-line, On-board Evolution of Reaction-Diffusion Control for Self-Adaptation},
    booktitle={Alife XIII}, publisher={MIT Press}, author={Hamann, Heiko and Schmickl,
    Thomas and Stradner, Jürgen and Crailsheim, Karl and Zahadat, Payam and Adami,
    Christoph and Bryson, David M. and Ofria, Charles and Pennock, Robert T.}, year={2012},
    pages={597–598} }'
  chicago: Hamann, Heiko, Thomas Schmickl, Jürgen Stradner, Karl Crailsheim, Payam
    Zahadat, Christoph Adami, David M. Bryson, Charles Ofria, and Robert T. Pennock.
    “On-Line, On-Board Evolution of Reaction-Diffusion Control for Self-Adaptation.”
    In <i>Alife XIII</i>, 597–98. MIT Press, 2012.
  ieee: H. Hamann <i>et al.</i>, “On-line, On-board Evolution of Reaction-Diffusion
    Control for Self-Adaptation,” in <i>Alife XIII</i>, 2012, pp. 597–598.
  mla: Hamann, Heiko, et al. “On-Line, On-Board Evolution of Reaction-Diffusion Control
    for Self-Adaptation.” <i>Alife XIII</i>, MIT Press, 2012, pp. 597–98.
  short: 'H. Hamann, T. Schmickl, J. Stradner, K. Crailsheim, P. Zahadat, C. Adami,
    D.M. Bryson, C. Ofria, R.T. Pennock, in: Alife XIII, MIT Press, 2012, pp. 597–598.'
date_created: 2020-10-22T09:42:43Z
date_updated: 2022-01-06T06:54:21Z
department:
- _id: '63'
- _id: '238'
language:
- iso: eng
page: 597-598
publication: Alife XIII
publisher: MIT Press
status: public
title: On-line, On-board Evolution of Reaction-Diffusion Control for Self-Adaptation
type: conference
user_id: '15415'
year: '2012'
...
---
_id: '20176'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Karl
  full_name: Crailsheim, Karl
  last_name: Crailsheim
citation:
  ama: Hamann H, Schmickl T, Crailsheim K. Self-organized pattern formation in a swarm
    system as a transient phenomenon of non-linear dynamics. <i>Mathematical and Computer
    Modelling of Dynamical Systems</i>. 2012;18(1):39-50. doi:<a href="https://doi.org/10.1080/13873954.2011.601418">10.1080/13873954.2011.601418</a>
  apa: Hamann, H., Schmickl, T., &#38; Crailsheim, K. (2012). Self-organized pattern
    formation in a swarm system as a transient phenomenon of non-linear dynamics.
    <i>Mathematical and Computer Modelling of Dynamical Systems</i>, <i>18</i>(1),
    39–50. <a href="https://doi.org/10.1080/13873954.2011.601418">https://doi.org/10.1080/13873954.2011.601418</a>
  bibtex: '@article{Hamann_Schmickl_Crailsheim_2012, title={Self-organized pattern
    formation in a swarm system as a transient phenomenon of non-linear dynamics},
    volume={18}, DOI={<a href="https://doi.org/10.1080/13873954.2011.601418">10.1080/13873954.2011.601418</a>},
    number={1}, journal={Mathematical and Computer Modelling of Dynamical Systems},
    author={Hamann, Heiko and Schmickl, Thomas and Crailsheim, Karl}, year={2012},
    pages={39–50} }'
  chicago: 'Hamann, Heiko, Thomas Schmickl, and Karl Crailsheim. “Self-Organized Pattern
    Formation in a Swarm System as a Transient Phenomenon of Non-Linear Dynamics.”
    <i>Mathematical and Computer Modelling of Dynamical Systems</i> 18, no. 1 (2012):
    39–50. <a href="https://doi.org/10.1080/13873954.2011.601418">https://doi.org/10.1080/13873954.2011.601418</a>.'
  ieee: H. Hamann, T. Schmickl, and K. Crailsheim, “Self-organized pattern formation
    in a swarm system as a transient phenomenon of non-linear dynamics,” <i>Mathematical
    and Computer Modelling of Dynamical Systems</i>, vol. 18, no. 1, pp. 39–50, 2012.
  mla: Hamann, Heiko, et al. “Self-Organized Pattern Formation in a Swarm System as
    a Transient Phenomenon of Non-Linear Dynamics.” <i>Mathematical and Computer Modelling
    of Dynamical Systems</i>, vol. 18, no. 1, 2012, pp. 39–50, doi:<a href="https://doi.org/10.1080/13873954.2011.601418">10.1080/13873954.2011.601418</a>.
  short: H. Hamann, T. Schmickl, K. Crailsheim, Mathematical and Computer Modelling
    of Dynamical Systems 18 (2012) 39–50.
date_created: 2020-10-22T09:47:20Z
date_updated: 2022-01-06T06:54:21Z
department:
- _id: '63'
- _id: '238'
doi: 10.1080/13873954.2011.601418
intvolume: '        18'
issue: '1'
language:
- iso: eng
page: 39-50
publication: Mathematical and Computer Modelling of Dynamical Systems
publication_identifier:
  issn:
  - 1387-3954
  - 1744-5051
publication_status: published
status: public
title: Self-organized pattern formation in a swarm system as a transient phenomenon
  of non-linear dynamics
type: journal_article
user_id: '15415'
volume: 18
year: '2012'
...
---
_id: '20177'
abstract:
- lang: eng
  text: One of the main challenges in automatic controller synthesis is to develop
    methods that can successfully be applied for complex tasks. The difficulty is
    increased even more in the case of settings with multiple interacting agents.
    We apply the artificial homeostatic hormone system (AHHS) approach, which is inspired
    by the signaling network of unicellular organisms, to control a system of several
    independently acting agents decentrally. The approach is designed for evaluation-minimal,
    artificial evolution in order to be applicable to complex modular robotics scenarios.
    The performance of AHHS controllers is compared with neuroevolution of augmenting
    topologies (NEAT) in the coupled inverted pendulums benchmark. AHHS controllers
    are found to be better for multimodular settings. We analyze the evolved controllers
    with regard to the usage of sensory inputs and the emerging oscillations, and
    we give a nonlinear dynamics interpretation. The generalization of evolved controllers
    to initial conditions far from the original conditions is investigated and found
    to be good. Similarly, the performance of controllers scales well even with module
    numbers different from the original domain the controller was evolved for. Two
    reference implementations of a similar controller approach are reported and shown
    to have shortcomings. We discuss the related work and conclude by summarizing
    the main contributions of our work.
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Karl
  full_name: Crailsheim, Karl
  last_name: Crailsheim
citation:
  ama: Hamann H, Schmickl T, Crailsheim K. A Hormone-Based Controller for Evaluation-Minimal
    Evolution in Decentrally Controlled Systems. <i>Artificial Life</i>. 2012;18(2):165-198.
    doi:<a href="https://doi.org/10.1162/artl_a_00058">10.1162/artl_a_00058</a>
  apa: Hamann, H., Schmickl, T., &#38; Crailsheim, K. (2012). A Hormone-Based Controller
    for Evaluation-Minimal Evolution in Decentrally Controlled Systems. <i>Artificial
    Life</i>, <i>18</i>(2), 165–198. <a href="https://doi.org/10.1162/artl_a_00058">https://doi.org/10.1162/artl_a_00058</a>
  bibtex: '@article{Hamann_Schmickl_Crailsheim_2012, title={A Hormone-Based Controller
    for Evaluation-Minimal Evolution in Decentrally Controlled Systems}, volume={18},
    DOI={<a href="https://doi.org/10.1162/artl_a_00058">10.1162/artl_a_00058</a>},
    number={2}, journal={Artificial Life}, author={Hamann, Heiko and Schmickl, Thomas
    and Crailsheim, Karl}, year={2012}, pages={165–198} }'
  chicago: 'Hamann, Heiko, Thomas Schmickl, and Karl Crailsheim. “A Hormone-Based
    Controller for Evaluation-Minimal Evolution in Decentrally Controlled Systems.”
    <i>Artificial Life</i> 18, no. 2 (2012): 165–98. <a href="https://doi.org/10.1162/artl_a_00058">https://doi.org/10.1162/artl_a_00058</a>.'
  ieee: H. Hamann, T. Schmickl, and K. Crailsheim, “A Hormone-Based Controller for
    Evaluation-Minimal Evolution in Decentrally Controlled Systems,” <i>Artificial
    Life</i>, vol. 18, no. 2, pp. 165–198, 2012.
  mla: Hamann, Heiko, et al. “A Hormone-Based Controller for Evaluation-Minimal Evolution
    in Decentrally Controlled Systems.” <i>Artificial Life</i>, vol. 18, no. 2, 2012,
    pp. 165–98, doi:<a href="https://doi.org/10.1162/artl_a_00058">10.1162/artl_a_00058</a>.
  short: H. Hamann, T. Schmickl, K. Crailsheim, Artificial Life 18 (2012) 165–198.
date_created: 2020-10-22T09:51:39Z
date_updated: 2022-01-06T06:54:21Z
department:
- _id: '63'
- _id: '238'
doi: 10.1162/artl_a_00058
intvolume: '        18'
issue: '2'
language:
- iso: eng
page: 165-198
publication: Artificial Life
publication_identifier:
  issn:
  - 1064-5462
  - 1530-9185
publication_status: published
status: public
title: A Hormone-Based Controller for Evaluation-Minimal Evolution in Decentrally
  Controlled Systems
type: journal_article
user_id: '15415'
volume: 18
year: '2012'
...
---
_id: '20178'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Heinz
  full_name: Wörn, Heinz
  last_name: Wörn
- first_name: Karl
  full_name: Crailsheim, Karl
  last_name: Crailsheim
citation:
  ama: Hamann H, Schmickl T, Wörn H, Crailsheim K. Analysis of emergent symmetry breaking
    in collective decision making. <i>Neural Computing and Applications</i>. 2012;21(2):207-218.
    doi:<a href="https://doi.org/10.1007/s00521-010-0368-6">10.1007/s00521-010-0368-6</a>
  apa: Hamann, H., Schmickl, T., Wörn, H., &#38; Crailsheim, K. (2012). Analysis of
    emergent symmetry breaking in collective decision making. <i>Neural Computing
    and Applications</i>, <i>21</i>(2), 207–218. <a href="https://doi.org/10.1007/s00521-010-0368-6">https://doi.org/10.1007/s00521-010-0368-6</a>
  bibtex: '@article{Hamann_Schmickl_Wörn_Crailsheim_2012, title={Analysis of emergent
    symmetry breaking in collective decision making}, volume={21}, DOI={<a href="https://doi.org/10.1007/s00521-010-0368-6">10.1007/s00521-010-0368-6</a>},
    number={2}, journal={Neural Computing and Applications}, author={Hamann, Heiko
    and Schmickl, Thomas and Wörn, Heinz and Crailsheim, Karl}, year={2012}, pages={207–218}
    }'
  chicago: 'Hamann, Heiko, Thomas Schmickl, Heinz Wörn, and Karl Crailsheim. “Analysis
    of Emergent Symmetry Breaking in Collective Decision Making.” <i>Neural Computing
    and Applications</i> 21, no. 2 (2012): 207–18. <a href="https://doi.org/10.1007/s00521-010-0368-6">https://doi.org/10.1007/s00521-010-0368-6</a>.'
  ieee: H. Hamann, T. Schmickl, H. Wörn, and K. Crailsheim, “Analysis of emergent
    symmetry breaking in collective decision making,” <i>Neural Computing and Applications</i>,
    vol. 21, no. 2, pp. 207–218, 2012.
  mla: Hamann, Heiko, et al. “Analysis of Emergent Symmetry Breaking in Collective
    Decision Making.” <i>Neural Computing and Applications</i>, vol. 21, no. 2, 2012,
    pp. 207–18, doi:<a href="https://doi.org/10.1007/s00521-010-0368-6">10.1007/s00521-010-0368-6</a>.
  short: H. Hamann, T. Schmickl, H. Wörn, K. Crailsheim, Neural Computing and Applications
    21 (2012) 207–218.
date_created: 2020-10-22T09:56:20Z
date_updated: 2022-01-06T06:54:21Z
department:
- _id: '63'
- _id: '238'
doi: 10.1007/s00521-010-0368-6
intvolume: '        21'
issue: '2'
language:
- iso: eng
page: 207-218
publication: Neural Computing and Applications
publication_identifier:
  issn:
  - 0941-0643
  - 1433-3058
publication_status: published
status: public
title: Analysis of emergent symmetry breaking in collective decision making
type: journal_article
user_id: '15415'
volume: 21
year: '2012'
...
---
_id: '20179'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Andreas
  full_name: Engelbrecht, Andreas
  last_name: Engelbrecht
- first_name: Mauro
  full_name: Birattari, Mauro
  last_name: Birattari
- first_name: Marco
  full_name: Dorigo, Marco
  last_name: Dorigo
- first_name: Christian
  full_name: Blum, Christian
  last_name: Blum
- first_name: Thomas
  full_name: Stuetzle, Thomas
  last_name: Stuetzle
- first_name: Anders Lyhne
  full_name: Christensen, Anders Lyhne
  last_name: Christensen
- first_name: Roderich
  full_name: Gross, Roderich
  last_name: Gross
citation:
  ama: 'Hamann H, Engelbrecht A, Birattari M, et al. Towards Swarm Calculus: Universal
    Properties of Swarm Performance and Collective Decisions. In: <i>Swarm Intelligence:
    8th International Conference, ANTS 2012</i>. Vol 7461. Berlin, Heidelberg: Springer;
    2012:168-179. doi:<a href="https://doi.org/10.1007/978-3-642-32650-9_15">10.1007/978-3-642-32650-9_15</a>'
  apa: 'Hamann, H., Engelbrecht, A., Birattari, M., Dorigo, M., Blum, C., Stuetzle,
    T., … Gross, R. (2012). Towards Swarm Calculus: Universal Properties of Swarm
    Performance and Collective Decisions. In <i>Swarm Intelligence: 8th International
    Conference, ANTS 2012</i> (Vol. 7461, pp. 168–179). Berlin, Heidelberg: Springer.
    <a href="https://doi.org/10.1007/978-3-642-32650-9_15">https://doi.org/10.1007/978-3-642-32650-9_15</a>'
  bibtex: '@inproceedings{Hamann_Engelbrecht_Birattari_Dorigo_Blum_Stuetzle_Christensen_Gross_2012,
    place={Berlin, Heidelberg}, title={Towards Swarm Calculus: Universal Properties
    of Swarm Performance and Collective Decisions}, volume={7461}, DOI={<a href="https://doi.org/10.1007/978-3-642-32650-9_15">10.1007/978-3-642-32650-9_15</a>},
    booktitle={Swarm Intelligence: 8th International Conference, ANTS 2012}, publisher={Springer},
    author={Hamann, Heiko and Engelbrecht, Andreas and Birattari, Mauro and Dorigo,
    Marco and Blum, Christian and Stuetzle, Thomas and Christensen, Anders Lyhne and
    Gross, Roderich}, year={2012}, pages={168–179} }'
  chicago: 'Hamann, Heiko, Andreas Engelbrecht, Mauro Birattari, Marco Dorigo, Christian
    Blum, Thomas Stuetzle, Anders Lyhne Christensen, and Roderich Gross. “Towards
    Swarm Calculus: Universal Properties of Swarm Performance and Collective Decisions.”
    In <i>Swarm Intelligence: 8th International Conference, ANTS 2012</i>, 7461:168–79.
    Berlin, Heidelberg: Springer, 2012. <a href="https://doi.org/10.1007/978-3-642-32650-9_15">https://doi.org/10.1007/978-3-642-32650-9_15</a>.'
  ieee: 'H. Hamann <i>et al.</i>, “Towards Swarm Calculus: Universal Properties of
    Swarm Performance and Collective Decisions,” in <i>Swarm Intelligence: 8th International
    Conference, ANTS 2012</i>, 2012, vol. 7461, pp. 168–179.'
  mla: 'Hamann, Heiko, et al. “Towards Swarm Calculus: Universal Properties of Swarm
    Performance and Collective Decisions.” <i>Swarm Intelligence: 8th International
    Conference, ANTS 2012</i>, vol. 7461, Springer, 2012, pp. 168–79, doi:<a href="https://doi.org/10.1007/978-3-642-32650-9_15">10.1007/978-3-642-32650-9_15</a>.'
  short: 'H. Hamann, A. Engelbrecht, M. Birattari, M. Dorigo, C. Blum, T. Stuetzle,
    A.L. Christensen, R. Gross, in: Swarm Intelligence: 8th International Conference,
    ANTS 2012, Springer, Berlin, Heidelberg, 2012, pp. 168–179.'
date_created: 2020-10-22T10:00:11Z
date_updated: 2022-01-06T06:54:21Z
department:
- _id: '63'
- _id: '238'
doi: 10.1007/978-3-642-32650-9_15
intvolume: '      7461'
language:
- iso: eng
page: 168-179
place: Berlin, Heidelberg
publication: 'Swarm Intelligence: 8th International Conference, ANTS 2012'
publication_identifier:
  isbn:
  - '9783642326493'
  - '9783642326509'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
publisher: Springer
status: public
title: 'Towards Swarm Calculus: Universal Properties of Swarm Performance and Collective
  Decisions'
type: conference
user_id: '15415'
volume: 7461
year: '2012'
...
---
_id: '20180'
abstract:
- lang: eng
  text: The challenging scientific field of self-reconfiguring modular robotics (i.e.,
    decentrally controlled 'super-robots' based on autonomous, interacting robot modules
    with variable morphologies) calls for novel paradigms of designing robot controllers.
    One option is the approach of evolutionary robotics. In this approach, the challenge
    is to achieve high evaluation numbers with the available resources which may even
    affect the feasibility of this approach. Simulations are usually applied at least
    in a preliminary stage of research to support controller design. However, even
    simulations are computationally expensive which gets even more burdensome once
    comprehensive studies and comparisons between different controller designs and
    approaches have to be done. Hence, a benchmark with low computational cost is
    needed that still contains the typical challenges of decentral control, is comparable,
    and easily manageable. We propose such a benchmark and report an empirical study
    of its characteristics including the transition from the single-robot setting
    to the multi-robot setting, typical local optima, and properties of adaptive walks
    through the fitness landscape.
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Karl
  full_name: Crailsheim, Karl
  last_name: Crailsheim
- first_name: Natalio
  full_name: Krasnogor, Natalio
  last_name: Krasnogor
- first_name: Pier
  full_name: Luca Lanzi, Pier
  last_name: Luca Lanzi
citation:
  ama: 'Hamann H, Schmickl T, Crailsheim K, Krasnogor N, Luca Lanzi P. Coupled inverted
    pendulums: A benchmark for evolving decentral controllers in modular robotics.
    In: <i>Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference,
    GECCO 2011</i>. ; 2011:195--202. doi:<a href="https://doi.org/10.1145/2001576.2001604">10.1145/2001576.2001604</a>'
  apa: 'Hamann, H., Schmickl, T., Crailsheim, K., Krasnogor, N., &#38; Luca Lanzi,
    P. (2011). Coupled inverted pendulums: A benchmark for evolving decentral controllers
    in modular robotics. In <i>Proceedings of the 13th Annual Genetic and Evolutionary
    Computation Conference, GECCO 2011</i> (pp. 195--202). <a href="https://doi.org/10.1145/2001576.2001604">https://doi.org/10.1145/2001576.2001604</a>'
  bibtex: '@inproceedings{Hamann_Schmickl_Crailsheim_Krasnogor_Luca Lanzi_2011, title={Coupled
    inverted pendulums: A benchmark for evolving decentral controllers in modular
    robotics}, DOI={<a href="https://doi.org/10.1145/2001576.2001604">10.1145/2001576.2001604</a>},
    booktitle={Proceedings of the 13th Annual Genetic and Evolutionary Computation
    Conference, GECCO 2011}, author={Hamann, Heiko and Schmickl, Thomas and Crailsheim,
    Karl and Krasnogor, Natalio and Luca Lanzi, Pier}, year={2011}, pages={195--202}
    }'
  chicago: 'Hamann, Heiko, Thomas Schmickl, Karl Crailsheim, Natalio Krasnogor, and
    Pier Luca Lanzi. “Coupled Inverted Pendulums: A Benchmark for Evolving Decentral
    Controllers in Modular Robotics.” In <i>Proceedings of the 13th Annual Genetic
    and Evolutionary Computation Conference, GECCO 2011</i>, 195--202, 2011. <a href="https://doi.org/10.1145/2001576.2001604">https://doi.org/10.1145/2001576.2001604</a>.'
  ieee: 'H. Hamann, T. Schmickl, K. Crailsheim, N. Krasnogor, and P. Luca Lanzi, “Coupled
    inverted pendulums: A benchmark for evolving decentral controllers in modular
    robotics,” in <i>Proceedings of the 13th Annual Genetic and Evolutionary Computation
    Conference, GECCO 2011</i>, 2011, pp. 195--202.'
  mla: 'Hamann, Heiko, et al. “Coupled Inverted Pendulums: A Benchmark for Evolving
    Decentral Controllers in Modular Robotics.” <i>Proceedings of the 13th Annual
    Genetic and Evolutionary Computation Conference, GECCO 2011</i>, 2011, pp. 195--202,
    doi:<a href="https://doi.org/10.1145/2001576.2001604">10.1145/2001576.2001604</a>.'
  short: 'H. Hamann, T. Schmickl, K. Crailsheim, N. Krasnogor, P. Luca Lanzi, in:
    Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference,
    GECCO 2011, 2011, pp. 195--202.'
date_created: 2020-10-22T12:14:11Z
date_updated: 2022-01-06T06:54:21Z
department:
- _id: '63'
- _id: '238'
doi: 10.1145/2001576.2001604
language:
- iso: eng
page: 195--202
publication: Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference,
  GECCO 2011
status: public
title: 'Coupled inverted pendulums: A benchmark for evolving decentral controllers
  in modular robotics'
type: conference
user_id: '15415'
year: '2011'
...
---
_id: '20181'
abstract:
- lang: eng
  text: The current definitions of emergence have no effects in the context of artificial
    life that could convincingly be called `constructive'. They are rather descriptive
    labels or tests. In order to get towards recipes of generating emergence we need
    to know systemic characteristics that help during the design phase of artificial
    life systems and worlds. In this paper, we develop and discuss five hypotheses
    that are not meant to be irrevocable but rather thought-provoking. We introduce
    two modeling approaches for Langton's ant to clarify these hypotheses. Then we
    discuss general properties of systems, such as (ir-)reversibility, dependence
    on initial states, computation, discreetness, and undecidable properties of system
    states.
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Karl
  full_name: Crailsheim, Karl
  last_name: Crailsheim
citation:
  ama: 'Hamann H, Schmickl T, Crailsheim K. Thermodynamics of Emergence: Langton’s
    Ant Meets Boltzmann. In: <i>IEEE Symposium on Artificial Life (IEEE ALIFE 2011)</i>.
    ; 2011:62--69. doi:<a href="https://doi.org/10.1109/ALIFE.2011.5954660">10.1109/ALIFE.2011.5954660</a>'
  apa: 'Hamann, H., Schmickl, T., &#38; Crailsheim, K. (2011). Thermodynamics of Emergence:
    Langton’s Ant Meets Boltzmann. In <i>IEEE Symposium on Artificial Life (IEEE ALIFE
    2011)</i> (pp. 62--69). <a href="https://doi.org/10.1109/ALIFE.2011.5954660">https://doi.org/10.1109/ALIFE.2011.5954660</a>'
  bibtex: '@inproceedings{Hamann_Schmickl_Crailsheim_2011, title={Thermodynamics of
    Emergence: Langton’s Ant Meets Boltzmann}, DOI={<a href="https://doi.org/10.1109/ALIFE.2011.5954660">10.1109/ALIFE.2011.5954660</a>},
    booktitle={IEEE Symposium on Artificial Life (IEEE ALIFE 2011)}, author={Hamann,
    Heiko and Schmickl, Thomas and Crailsheim, Karl}, year={2011}, pages={62--69}
    }'
  chicago: 'Hamann, Heiko, Thomas Schmickl, and Karl Crailsheim. “Thermodynamics of
    Emergence: Langton’s Ant Meets Boltzmann.” In <i>IEEE Symposium on Artificial
    Life (IEEE ALIFE 2011)</i>, 62--69, 2011. <a href="https://doi.org/10.1109/ALIFE.2011.5954660">https://doi.org/10.1109/ALIFE.2011.5954660</a>.'
  ieee: 'H. Hamann, T. Schmickl, and K. Crailsheim, “Thermodynamics of Emergence:
    Langton’s Ant Meets Boltzmann,” in <i>IEEE Symposium on Artificial Life (IEEE
    ALIFE 2011)</i>, 2011, pp. 62--69.'
  mla: 'Hamann, Heiko, et al. “Thermodynamics of Emergence: Langton’s Ant Meets Boltzmann.”
    <i>IEEE Symposium on Artificial Life (IEEE ALIFE 2011)</i>, 2011, pp. 62--69,
    doi:<a href="https://doi.org/10.1109/ALIFE.2011.5954660">10.1109/ALIFE.2011.5954660</a>.'
  short: 'H. Hamann, T. Schmickl, K. Crailsheim, in: IEEE Symposium on Artificial
    Life (IEEE ALIFE 2011), 2011, pp. 62--69.'
date_created: 2020-10-22T12:19:41Z
date_updated: 2022-01-06T06:54:21Z
department:
- _id: '63'
- _id: '238'
doi: 10.1109/ALIFE.2011.5954660
language:
- iso: eng
page: 62--69
publication: IEEE Symposium on Artificial Life (IEEE ALIFE 2011)
status: public
title: 'Thermodynamics of Emergence: Langton''s Ant Meets Boltzmann'
type: conference
user_id: '15415'
year: '2011'
...
---
_id: '20183'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Karl
  full_name: Crailsheim, Karl
  last_name: Crailsheim
citation:
  ama: 'Hamann H, Schmickl T, Crailsheim K. Evolving for Creativity: Maximizing Complexity
    in a Self-organized Multi-particle System. In: <i>10th European Conference on
    Artificial Life (ECAL’09)</i>. Vol 5777. ; 2011:442--449. doi:<a href="https://doi.org/10.1007/978-3-642-21283-3_55">10.1007/978-3-642-21283-3_55</a>'
  apa: 'Hamann, H., Schmickl, T., &#38; Crailsheim, K. (2011). Evolving for Creativity:
    Maximizing Complexity in a Self-organized Multi-particle System. In <i>10th European
    Conference on Artificial Life (ECAL’09)</i> (Vol. 5777, pp. 442--449). <a href="https://doi.org/10.1007/978-3-642-21283-3_55">https://doi.org/10.1007/978-3-642-21283-3_55</a>'
  bibtex: '@inproceedings{Hamann_Schmickl_Crailsheim_2011, title={Evolving for Creativity:
    Maximizing Complexity in a Self-organized Multi-particle System}, volume={5777},
    DOI={<a href="https://doi.org/10.1007/978-3-642-21283-3_55">10.1007/978-3-642-21283-3_55</a>},
    booktitle={10th European Conference on Artificial Life (ECAL’09)}, author={Hamann,
    Heiko and Schmickl, Thomas and Crailsheim, Karl}, year={2011}, pages={442--449}
    }'
  chicago: 'Hamann, Heiko, Thomas Schmickl, and Karl Crailsheim. “Evolving for Creativity:
    Maximizing Complexity in a Self-Organized Multi-Particle System.” In <i>10th European
    Conference on Artificial Life (ECAL’09)</i>, 5777:442--449, 2011. <a href="https://doi.org/10.1007/978-3-642-21283-3_55">https://doi.org/10.1007/978-3-642-21283-3_55</a>.'
  ieee: 'H. Hamann, T. Schmickl, and K. Crailsheim, “Evolving for Creativity: Maximizing
    Complexity in a Self-organized Multi-particle System,” in <i>10th European Conference
    on Artificial Life (ECAL’09)</i>, 2011, vol. 5777, pp. 442--449.'
  mla: 'Hamann, Heiko, et al. “Evolving for Creativity: Maximizing Complexity in a
    Self-Organized Multi-Particle System.” <i>10th European Conference on Artificial
    Life (ECAL’09)</i>, vol. 5777, 2011, pp. 442--449, doi:<a href="https://doi.org/10.1007/978-3-642-21283-3_55">10.1007/978-3-642-21283-3_55</a>.'
  short: 'H. Hamann, T. Schmickl, K. Crailsheim, in: 10th European Conference on Artificial
    Life (ECAL’09), 2011, pp. 442--449.'
date_created: 2020-10-22T12:27:11Z
date_updated: 2022-01-06T06:54:21Z
department:
- _id: '63'
- _id: '238'
doi: 10.1007/978-3-642-21283-3_55
intvolume: '      5777'
language:
- iso: eng
page: 442--449
publication: 10th European Conference on Artificial Life (ECAL'09)
publication_identifier:
  isbn:
  - '9783642212826'
  - '9783642212833'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
status: public
title: 'Evolving for Creativity: Maximizing Complexity in a Self-organized Multi-particle
  System'
type: conference
user_id: '15415'
volume: 5777
year: '2011'
...
---
_id: '20184'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Jürgen
  full_name: Stradner, Jürgen
  last_name: Stradner
- first_name: Karl
  full_name: Crailsheim, Karl
  last_name: Crailsheim
- first_name: Rona
  full_name: Thenius, Rona
  last_name: Thenius
- first_name: Robert
  full_name: Fitch, Robert
  last_name: Fitch
citation:
  ama: 'Hamann H, Schmickl T, Stradner J, Crailsheim K, Thenius R, Fitch R. Robotic
    Organisms: Artificial Homeostatic Hormone System and Virtual Embryogenesis as
    Examples for Adaptive Reaction-Diffusion Controllers. In: <i>Robotic Organisms:
    Artificial Homeostatic Hormone System and Virtual Embryogenesis as Examples</i>.
    ; 2011.'
  apa: 'Hamann, H., Schmickl, T., Stradner, J., Crailsheim, K., Thenius, R., &#38;
    Fitch, R. (2011). Robotic Organisms: Artificial Homeostatic Hormone System and
    Virtual Embryogenesis as Examples for Adaptive Reaction-Diffusion Controllers.
    In <i>Robotic Organisms: Artificial Homeostatic Hormone System and Virtual Embryogenesis
    as Examples</i>.'
  bibtex: '@inproceedings{Hamann_Schmickl_Stradner_Crailsheim_Thenius_Fitch_2011,
    title={Robotic Organisms: Artificial Homeostatic Hormone System and Virtual Embryogenesis
    as Examples for Adaptive Reaction-Diffusion Controllers}, booktitle={Robotic Organisms:
    Artificial Homeostatic Hormone System and Virtual Embryogenesis as Examples},
    author={Hamann, Heiko and Schmickl, Thomas and Stradner, Jürgen and Crailsheim,
    Karl and Thenius, Rona and Fitch, Robert}, year={2011} }'
  chicago: 'Hamann, Heiko, Thomas Schmickl, Jürgen Stradner, Karl Crailsheim, Rona
    Thenius, and Robert Fitch. “Robotic Organisms: Artificial Homeostatic Hormone
    System and Virtual Embryogenesis as Examples for Adaptive Reaction-Diffusion Controllers.”
    In <i>Robotic Organisms: Artificial Homeostatic Hormone System and Virtual Embryogenesis
    as Examples</i>, 2011.'
  ieee: 'H. Hamann, T. Schmickl, J. Stradner, K. Crailsheim, R. Thenius, and R. Fitch,
    “Robotic Organisms: Artificial Homeostatic Hormone System and Virtual Embryogenesis
    as Examples for Adaptive Reaction-Diffusion Controllers,” in <i>Robotic Organisms:
    Artificial Homeostatic Hormone System and Virtual Embryogenesis as Examples</i>,
    2011.'
  mla: 'Hamann, Heiko, et al. “Robotic Organisms: Artificial Homeostatic Hormone System
    and Virtual Embryogenesis as Examples for Adaptive Reaction-Diffusion Controllers.”
    <i>Robotic Organisms: Artificial Homeostatic Hormone System and Virtual Embryogenesis
    as Examples</i>, 2011.'
  short: 'H. Hamann, T. Schmickl, J. Stradner, K. Crailsheim, R. Thenius, R. Fitch,
    in: Robotic Organisms: Artificial Homeostatic Hormone System and Virtual Embryogenesis
    as Examples, 2011.'
date_created: 2020-10-22T12:34:50Z
date_updated: 2022-01-06T06:54:21Z
department:
- _id: '63'
- _id: '238'
language:
- iso: eng
publication: 'Robotic Organisms: Artificial Homeostatic Hormone System and Virtual
  Embryogenesis as Examples'
status: public
title: 'Robotic Organisms: Artificial Homeostatic Hormone System and Virtual Embryogenesis
  as Examples for Adaptive Reaction-Diffusion Controllers'
type: conference
user_id: '15415'
year: '2011'
...
---
_id: '20193'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
citation:
  ama: 'Hamann H, Schmickl T. {BEECLUST}: {A} Swarm Algorithm Derived from Honeybees.
    In: Xiao Y, ed. <i>Bio-Inspired Computing and Communication Networks</i>. Boca
    Raton, FL, USA: CRC Press; 2011.'
  apa: 'Hamann, H., &#38; Schmickl, T. (2011). {BEECLUST}: {A} Swarm Algorithm Derived
    from Honeybees. In Y. Xiao (Ed.), <i>Bio-inspired Computing and Communication
    Networks</i>. Boca Raton, FL, USA: CRC Press.'
  bibtex: '@inbook{Hamann_Schmickl_2011, place={Boca Raton, FL, USA}, title={{BEECLUST}:
    {A} Swarm Algorithm Derived from Honeybees}, booktitle={Bio-inspired Computing
    and Communication Networks}, publisher={CRC Press}, author={Hamann, Heiko and
    Schmickl, Thomas}, editor={Xiao, YangEditor}, year={2011} }'
  chicago: 'Hamann, Heiko, and Thomas Schmickl. “{BEECLUST}: {A} Swarm Algorithm Derived
    from Honeybees.” In <i>Bio-Inspired Computing and Communication Networks</i>,
    edited by Yang Xiao. Boca Raton, FL, USA: CRC Press, 2011.'
  ieee: 'H. Hamann and T. Schmickl, “{BEECLUST}: {A} Swarm Algorithm Derived from
    Honeybees,” in <i>Bio-inspired Computing and Communication Networks</i>, Y. Xiao,
    Ed. Boca Raton, FL, USA: CRC Press, 2011.'
  mla: 'Hamann, Heiko, and Thomas Schmickl. “{BEECLUST}: {A} Swarm Algorithm Derived
    from Honeybees.” <i>Bio-Inspired Computing and Communication Networks</i>, edited
    by Yang Xiao, CRC Press, 2011.'
  short: 'H. Hamann, T. Schmickl, in: Y. Xiao (Ed.), Bio-Inspired Computing and Communication
    Networks, CRC Press, Boca Raton, FL, USA, 2011.'
date_created: 2020-10-26T10:56:14Z
date_updated: 2022-01-06T06:54:22Z
department:
- _id: '63'
- _id: '238'
editor:
- first_name: Yang
  full_name: Xiao, Yang
  last_name: Xiao
language:
- iso: eng
place: Boca Raton, FL, USA
publication: Bio-inspired Computing and Communication Networks
publisher: CRC Press
status: public
title: '{BEECLUST}: {A} Swarm Algorithm Derived from Honeybees'
type: book_chapter
user_id: '15415'
year: '2011'
...
---
_id: '20194'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Istvan
  full_name: Karsai, Istvan
  last_name: Karsai
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Jürgen
  full_name: Stradner, Jürgen
  last_name: Stradner
- first_name: Karl
  full_name: Crailsheim, Karl
  last_name: Crailsheim
- first_name: Ronald
  full_name: Thenius, Ronald
  last_name: Thenius
- first_name: Gyoergy
  full_name: Kampis, Gyoergy
  last_name: Kampis
- first_name: Eoers
  full_name: Szathmary, Eoers
  last_name: Szathmary
citation:
  ama: 'Hamann H, Karsai I, Schmickl T, et al. Evolving a novel bio-inspired controller
    in reconfigurable robots. In: <i>Advances in Artificial Life, 10th European Conference,
    ECAL 2009</i>. ; 2011:132--139.'
  apa: Hamann, H., Karsai, I., Schmickl, T., Stradner, J., Crailsheim, K., Thenius,
    R., … Szathmary, E. (2011). Evolving a novel bio-inspired controller in reconfigurable
    robots. In <i>Advances in Artificial Life, 10th European Conference, ECAL 2009</i>
    (pp. 132--139).
  bibtex: '@inproceedings{Hamann_Karsai_Schmickl_Stradner_Crailsheim_Thenius_Kampis_Szathmary_2011,
    title={Evolving a novel bio-inspired controller in reconfigurable robots}, booktitle={Advances
    in Artificial Life, 10th European Conference, ECAL 2009}, author={Hamann, Heiko
    and Karsai, Istvan and Schmickl, Thomas and Stradner, Jürgen and Crailsheim, Karl
    and Thenius, Ronald and Kampis, Gyoergy and Szathmary, Eoers}, year={2011}, pages={132--139}
    }'
  chicago: Hamann, Heiko, Istvan Karsai, Thomas Schmickl, Jürgen Stradner, Karl Crailsheim,
    Ronald Thenius, Gyoergy Kampis, and Eoers Szathmary. “Evolving a Novel Bio-Inspired
    Controller in Reconfigurable Robots.” In <i>Advances in Artificial Life, 10th
    European Conference, ECAL 2009</i>, 132--139, 2011.
  ieee: H. Hamann <i>et al.</i>, “Evolving a novel bio-inspired controller in reconfigurable
    robots,” in <i>Advances in Artificial Life, 10th European Conference, ECAL 2009</i>,
    2011, pp. 132--139.
  mla: Hamann, Heiko, et al. “Evolving a Novel Bio-Inspired Controller in Reconfigurable
    Robots.” <i>Advances in Artificial Life, 10th European Conference, ECAL 2009</i>,
    2011, pp. 132--139.
  short: 'H. Hamann, I. Karsai, T. Schmickl, J. Stradner, K. Crailsheim, R. Thenius,
    G. Kampis, E. Szathmary, in: Advances in Artificial Life, 10th European Conference,
    ECAL 2009, 2011, pp. 132--139.'
date_created: 2020-10-26T11:11:12Z
date_updated: 2022-01-06T06:54:22Z
department:
- _id: '63'
- _id: '238'
language:
- iso: eng
page: 132--139
publication: Advances in Artificial Life, 10th European Conference, ECAL 2009
status: public
title: Evolving a novel bio-inspired controller in reconfigurable robots
type: conference
user_id: '15415'
year: '2011'
...
---
_id: '20195'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Karl
  full_name: Crailsheim, Karl
  last_name: Crailsheim
- first_name: Ronald
  full_name: Thenius, Ronald
  last_name: Thenius
- first_name: Daniela
  full_name: Kengyel, Daniela
  last_name: Kengyel
citation:
  ama: 'Hamann H, Schmickl T, Crailsheim K, Thenius R, Kengyel D. Embodiment of Honeybee’s
    Thermotaxis in a Mobile Robot Swarm. In: <i>10th European Conference on Artificial
    Life (ECAL’09)</i>. ; 2011. doi:<a href="https://doi.org/10.1007/978-3-642-21314-4_9">10.1007/978-3-642-21314-4_9</a>'
  apa: Hamann, H., Schmickl, T., Crailsheim, K., Thenius, R., &#38; Kengyel, D. (2011).
    Embodiment of Honeybee’s Thermotaxis in a Mobile Robot Swarm. In <i>10th European
    Conference on Artificial Life (ECAL’09)</i>. <a href="https://doi.org/10.1007/978-3-642-21314-4_9">https://doi.org/10.1007/978-3-642-21314-4_9</a>
  bibtex: '@inproceedings{Hamann_Schmickl_Crailsheim_Thenius_Kengyel_2011, title={Embodiment
    of Honeybee’s Thermotaxis in a Mobile Robot Swarm}, DOI={<a href="https://doi.org/10.1007/978-3-642-21314-4_9">10.1007/978-3-642-21314-4_9</a>},
    booktitle={10th European Conference on Artificial Life (ECAL’09)}, author={Hamann,
    Heiko and Schmickl, Thomas and Crailsheim, Karl and Thenius, Ronald and Kengyel,
    Daniela}, year={2011} }'
  chicago: Hamann, Heiko, Thomas Schmickl, Karl Crailsheim, Ronald Thenius, and Daniela
    Kengyel. “Embodiment of Honeybee’s Thermotaxis in a Mobile Robot Swarm.” In <i>10th
    European Conference on Artificial Life (ECAL’09)</i>, 2011. <a href="https://doi.org/10.1007/978-3-642-21314-4_9">https://doi.org/10.1007/978-3-642-21314-4_9</a>.
  ieee: H. Hamann, T. Schmickl, K. Crailsheim, R. Thenius, and D. Kengyel, “Embodiment
    of Honeybee’s Thermotaxis in a Mobile Robot Swarm,” in <i>10th European Conference
    on Artificial Life (ECAL’09)</i>, 2011.
  mla: Hamann, Heiko, et al. “Embodiment of Honeybee’s Thermotaxis in a Mobile Robot
    Swarm.” <i>10th European Conference on Artificial Life (ECAL’09)</i>, 2011, doi:<a
    href="https://doi.org/10.1007/978-3-642-21314-4_9">10.1007/978-3-642-21314-4_9</a>.
  short: 'H. Hamann, T. Schmickl, K. Crailsheim, R. Thenius, D. Kengyel, in: 10th
    European Conference on Artificial Life (ECAL’09), 2011.'
date_created: 2020-10-26T11:17:17Z
date_updated: 2022-01-06T06:54:22Z
department:
- _id: '63'
- _id: '238'
doi: 10.1007/978-3-642-21314-4_9
language:
- iso: eng
publication: 10th European Conference on Artificial Life (ECAL'09)
status: public
title: Embodiment of Honeybee's Thermotaxis in a Mobile Robot Swarm
type: conference
user_id: '15415'
year: '2011'
...
---
_id: '20196'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Karl
  full_name: Crailsheim, Karl
  last_name: Crailsheim
citation:
  ama: 'Hamann H, Schmickl T, Crailsheim K. Explaining Emergent Behavior in a Swarm
    System Based on an Inversion of the Fluctuation Theorem. In: Lenaerts T, Giacobini
    M, Bersini H, Bourgine P, Dorigo M, Doursat R, eds. <i>Advances in Artificial
    Life, ECAL 2011: Proceedings of the 11th European Conference on the Synthesis
    and Simulation of Living Systems</i>. MIT Press; 2011:302--309.'
  apa: 'Hamann, H., Schmickl, T., &#38; Crailsheim, K. (2011). Explaining Emergent
    Behavior in a Swarm System Based on an Inversion of the Fluctuation Theorem. In
    T. Lenaerts, M. Giacobini, H. Bersini, P. Bourgine, M. Dorigo, &#38; R. Doursat
    (Eds.), <i>Advances in Artificial Life, ECAL 2011: Proceedings of the 11th European
    Conference on the Synthesis and Simulation of Living Systems</i> (pp. 302--309).
    MIT Press.'
  bibtex: '@inbook{Hamann_Schmickl_Crailsheim_2011, title={Explaining Emergent Behavior
    in a Swarm System Based on an Inversion of the Fluctuation Theorem}, booktitle={Advances
    in Artificial Life, ECAL 2011: Proceedings of the 11th European Conference on
    the Synthesis and Simulation of Living Systems}, publisher={MIT Press}, author={Hamann,
    Heiko and Schmickl, Thomas and Crailsheim, Karl}, editor={Lenaerts, Tom and Giacobini,
    Mario and Bersini, Hugues and Bourgine, Paul and Dorigo, Marco and Doursat, ReneEditors},
    year={2011}, pages={302--309} }'
  chicago: 'Hamann, Heiko, Thomas Schmickl, and Karl Crailsheim. “Explaining Emergent
    Behavior in a Swarm System Based on an Inversion of the Fluctuation Theorem.”
    In <i>Advances in Artificial Life, ECAL 2011: Proceedings of the 11th European
    Conference on the Synthesis and Simulation of Living Systems</i>, edited by Tom
    Lenaerts, Mario Giacobini, Hugues Bersini, Paul Bourgine, Marco Dorigo, and Rene
    Doursat, 302--309. MIT Press, 2011.'
  ieee: 'H. Hamann, T. Schmickl, and K. Crailsheim, “Explaining Emergent Behavior
    in a Swarm System Based on an Inversion of the Fluctuation Theorem,” in <i>Advances
    in Artificial Life, ECAL 2011: Proceedings of the 11th European Conference on
    the Synthesis and Simulation of Living Systems</i>, T. Lenaerts, M. Giacobini,
    H. Bersini, P. Bourgine, M. Dorigo, and R. Doursat, Eds. MIT Press, 2011, pp.
    302--309.'
  mla: 'Hamann, Heiko, et al. “Explaining Emergent Behavior in a Swarm System Based
    on an Inversion of the Fluctuation Theorem.” <i>Advances in Artificial Life, ECAL
    2011: Proceedings of the 11th European Conference on the Synthesis and Simulation
    of Living Systems</i>, edited by Tom Lenaerts et al., MIT Press, 2011, pp. 302--309.'
  short: 'H. Hamann, T. Schmickl, K. Crailsheim, in: T. Lenaerts, M. Giacobini, H.
    Bersini, P. Bourgine, M. Dorigo, R. Doursat (Eds.), Advances in Artificial Life,
    ECAL 2011: Proceedings of the 11th European Conference on the Synthesis and Simulation
    of Living Systems, MIT Press, 2011, pp. 302--309.'
date_created: 2020-10-26T11:42:55Z
date_updated: 2022-01-06T06:54:22Z
department:
- _id: '63'
- _id: '238'
editor:
- first_name: Tom
  full_name: Lenaerts, Tom
  last_name: Lenaerts
- first_name: Mario
  full_name: Giacobini, Mario
  last_name: Giacobini
- first_name: Hugues
  full_name: Bersini, Hugues
  last_name: Bersini
- first_name: Paul
  full_name: Bourgine, Paul
  last_name: Bourgine
- first_name: Marco
  full_name: Dorigo, Marco
  last_name: Dorigo
- first_name: Rene
  full_name: Doursat, Rene
  last_name: Doursat
language:
- iso: eng
page: 302--309
publication: 'Advances in Artificial Life, ECAL 2011: Proceedings of the 11th European
  Conference on the Synthesis and Simulation of Living Systems'
publisher: MIT Press
status: public
title: Explaining Emergent Behavior in a Swarm System Based on an Inversion of the
  Fluctuation Theorem
type: book_chapter
user_id: '15415'
year: '2011'
...
---
_id: '20214'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Jürgen
  full_name: Stradner, Jürgen
  last_name: Stradner
- first_name: Karl
  full_name: Crailsheim, Karl
  last_name: Crailsheim
- first_name: Lutz
  full_name: Winkler, Lutz
  last_name: Winkler
citation:
  ama: 'Hamann H, Schmickl T, Stradner J, Crailsheim K, Winkler L. Major Feedback
    Loops Supporting Artificial Evolution in Multi-modular Robotics. In: <i>New Horizons
    in Evolutionary Robotics</i>. Berlin, Heidelberg: Springer; 2011. doi:<a href="https://doi.org/10.1007/978-3-642-18272-3_13">10.1007/978-3-642-18272-3_13</a>'
  apa: 'Hamann, H., Schmickl, T., Stradner, J., Crailsheim, K., &#38; Winkler, L.
    (2011). Major Feedback Loops Supporting Artificial Evolution in Multi-modular
    Robotics. In <i>New Horizons in Evolutionary Robotics</i>. Berlin, Heidelberg:
    Springer. <a href="https://doi.org/10.1007/978-3-642-18272-3_13">https://doi.org/10.1007/978-3-642-18272-3_13</a>'
  bibtex: '@inbook{Hamann_Schmickl_Stradner_Crailsheim_Winkler_2011, place={Berlin,
    Heidelberg}, title={Major Feedback Loops Supporting Artificial Evolution in Multi-modular
    Robotics}, DOI={<a href="https://doi.org/10.1007/978-3-642-18272-3_13">10.1007/978-3-642-18272-3_13</a>},
    booktitle={New Horizons in Evolutionary Robotics}, publisher={Springer}, author={Hamann,
    Heiko and Schmickl, Thomas and Stradner, Jürgen and Crailsheim, Karl and Winkler,
    Lutz}, year={2011} }'
  chicago: 'Hamann, Heiko, Thomas Schmickl, Jürgen Stradner, Karl Crailsheim, and
    Lutz Winkler. “Major Feedback Loops Supporting Artificial Evolution in Multi-Modular
    Robotics.” In <i>New Horizons in Evolutionary Robotics</i>. Berlin, Heidelberg:
    Springer, 2011. <a href="https://doi.org/10.1007/978-3-642-18272-3_13">https://doi.org/10.1007/978-3-642-18272-3_13</a>.'
  ieee: 'H. Hamann, T. Schmickl, J. Stradner, K. Crailsheim, and L. Winkler, “Major
    Feedback Loops Supporting Artificial Evolution in Multi-modular Robotics,” in
    <i>New Horizons in Evolutionary Robotics</i>, Berlin, Heidelberg: Springer, 2011.'
  mla: Hamann, Heiko, et al. “Major Feedback Loops Supporting Artificial Evolution
    in Multi-Modular Robotics.” <i>New Horizons in Evolutionary Robotics</i>, Springer,
    2011, doi:<a href="https://doi.org/10.1007/978-3-642-18272-3_13">10.1007/978-3-642-18272-3_13</a>.
  short: 'H. Hamann, T. Schmickl, J. Stradner, K. Crailsheim, L. Winkler, in: New
    Horizons in Evolutionary Robotics, Springer, Berlin, Heidelberg, 2011.'
date_created: 2020-10-27T14:58:41Z
date_updated: 2022-01-06T06:54:23Z
department:
- _id: '63'
- _id: '238'
doi: 10.1007/978-3-642-18272-3_13
language:
- iso: eng
place: Berlin, Heidelberg
publication: New Horizons in Evolutionary Robotics
publisher: Springer
status: public
title: Major Feedback Loops Supporting Artificial Evolution in Multi-modular Robotics
type: book_chapter
user_id: '15415'
year: '2011'
...
---
_id: '20215'
author:
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Karl
  full_name: Crailsheim, Karl
  last_name: Crailsheim
citation:
  ama: Schmickl T, Hamann H, Crailsheim K. Modelling a hormone-inspired controller
    for individual- and multi-modular robotic systems. <i>Mathematical and Computer
    Modelling of Dynamical Systems</i>. 2011;17(3):221-242. doi:<a href="https://doi.org/10.1080/13873954.2011.557862">10.1080/13873954.2011.557862</a>
  apa: Schmickl, T., Hamann, H., &#38; Crailsheim, K. (2011). Modelling a hormone-inspired
    controller for individual- and multi-modular robotic systems. <i>Mathematical
    and Computer Modelling of Dynamical Systems</i>, <i>17</i>(3), 221–242. <a href="https://doi.org/10.1080/13873954.2011.557862">https://doi.org/10.1080/13873954.2011.557862</a>
  bibtex: '@article{Schmickl_Hamann_Crailsheim_2011, title={Modelling a hormone-inspired
    controller for individual- and multi-modular robotic systems}, volume={17}, DOI={<a
    href="https://doi.org/10.1080/13873954.2011.557862">10.1080/13873954.2011.557862</a>},
    number={3}, journal={Mathematical and Computer Modelling of Dynamical Systems},
    author={Schmickl, Thomas and Hamann, Heiko and Crailsheim, Karl}, year={2011},
    pages={221–242} }'
  chicago: 'Schmickl, Thomas, Heiko Hamann, and Karl Crailsheim. “Modelling a Hormone-Inspired
    Controller for Individual- and Multi-Modular Robotic Systems.” <i>Mathematical
    and Computer Modelling of Dynamical Systems</i> 17, no. 3 (2011): 221–42. <a href="https://doi.org/10.1080/13873954.2011.557862">https://doi.org/10.1080/13873954.2011.557862</a>.'
  ieee: T. Schmickl, H. Hamann, and K. Crailsheim, “Modelling a hormone-inspired controller
    for individual- and multi-modular robotic systems,” <i>Mathematical and Computer
    Modelling of Dynamical Systems</i>, vol. 17, no. 3, pp. 221–242, 2011.
  mla: Schmickl, Thomas, et al. “Modelling a Hormone-Inspired Controller for Individual-
    and Multi-Modular Robotic Systems.” <i>Mathematical and Computer Modelling of
    Dynamical Systems</i>, vol. 17, no. 3, 2011, pp. 221–42, doi:<a href="https://doi.org/10.1080/13873954.2011.557862">10.1080/13873954.2011.557862</a>.
  short: T. Schmickl, H. Hamann, K. Crailsheim, Mathematical and Computer Modelling
    of Dynamical Systems 17 (2011) 221–242.
date_created: 2020-10-27T15:04:15Z
date_updated: 2022-01-06T06:54:23Z
department:
- _id: '63'
- _id: '238'
doi: 10.1080/13873954.2011.557862
intvolume: '        17'
issue: '3'
language:
- iso: eng
page: 221-242
publication: Mathematical and Computer Modelling of Dynamical Systems
publication_identifier:
  issn:
  - 1387-3954
  - 1744-5051
publication_status: published
status: public
title: Modelling a hormone-inspired controller for individual- and multi-modular robotic
  systems
type: journal_article
user_id: '15415'
volume: 17
year: '2011'
...
