---
_id: '29419'
author:
- first_name: O.
  full_name: Schütze, O.
  last_name: Schütze
- first_name: K.
  full_name: Witting, K.
  last_name: Witting
- first_name: Sina
  full_name: Ober-Blöbaum, Sina
  id: '16494'
  last_name: Ober-Blöbaum
- first_name: M.
  full_name: Dellnitz, M.
  last_name: Dellnitz
- first_name: Emilia
  full_name: Tantar, Emilia
  last_name: Tantar
citation:
  ama: 'Schütze O, Witting K, Ober-Blöbaum S, Dellnitz M, Tantar E. Set oriented methods
    for the numerical treatment of multi-objective optimization problems. In: <i>EVOLVE
    - A Bridge Between Probability, Set Oriented Numerics, and Evolutionary Computation</i>.
    Studies in Computational Intelligence. Springer; 2013:187-219.'
  apa: Schütze, O., Witting, K., Ober-Blöbaum, S., Dellnitz, M., &#38; Tantar, E.
    (2013). Set oriented methods for the numerical treatment of multi-objective optimization
    problems. In <i>EVOLVE - A Bridge Between Probability, Set Oriented Numerics,
    and Evolutionary Computation</i> (pp. 187–219). Springer.
  bibtex: '@inbook{Schütze_Witting_Ober-Blöbaum_Dellnitz_Tantar_2013, place={Berlin
    Heidelberg}, series={Studies in Computational Intelligence}, title={Set oriented
    methods for the numerical treatment of multi-objective optimization problems},
    booktitle={EVOLVE - A Bridge Between Probability, Set Oriented Numerics, and Evolutionary
    Computation}, publisher={Springer}, author={Schütze, O. and Witting, K. and Ober-Blöbaum,
    Sina and Dellnitz, M. and Tantar, Emilia}, year={2013}, pages={187–219}, collection={Studies
    in Computational Intelligence} }'
  chicago: 'Schütze, O., K. Witting, Sina Ober-Blöbaum, M. Dellnitz, and Emilia Tantar.
    “Set Oriented Methods for the Numerical Treatment of Multi-Objective Optimization
    Problems.” In <i>EVOLVE - A Bridge Between Probability, Set Oriented Numerics,
    and Evolutionary Computation</i>, 187–219. Studies in Computational Intelligence.
    Berlin Heidelberg: Springer, 2013.'
  ieee: 'O. Schütze, K. Witting, S. Ober-Blöbaum, M. Dellnitz, and E. Tantar, “Set
    oriented methods for the numerical treatment of multi-objective optimization problems,”
    in <i>EVOLVE - A Bridge Between Probability, Set Oriented Numerics, and Evolutionary
    Computation</i>, Berlin Heidelberg: Springer, 2013, pp. 187–219.'
  mla: Schütze, O., et al. “Set Oriented Methods for the Numerical Treatment of Multi-Objective
    Optimization Problems.” <i>EVOLVE - A Bridge Between Probability, Set Oriented
    Numerics, and Evolutionary Computation</i>, Springer, 2013, pp. 187–219.
  short: 'O. Schütze, K. Witting, S. Ober-Blöbaum, M. Dellnitz, E. Tantar, in: EVOLVE
    - A Bridge Between Probability, Set Oriented Numerics, and Evolutionary Computation,
    Springer, Berlin Heidelberg, 2013, pp. 187–219.'
date_created: 2022-01-18T14:16:14Z
date_updated: 2022-01-21T08:23:59Z
department:
- _id: '636'
language:
- iso: eng
page: 187-219
place: Berlin Heidelberg
publication: EVOLVE - A Bridge Between Probability, Set Oriented Numerics, and Evolutionary
  Computation
publisher: Springer
series_title: Studies in Computational Intelligence
status: public
title: Set oriented methods for the numerical treatment of multi-objective optimization
  problems
type: book_chapter
user_id: '15694'
year: '2013'
...
---
_id: '29406'
author:
- first_name: K.
  full_name: Witting, K.
  last_name: Witting
- first_name: Sina
  full_name: Ober-Blöbaum, Sina
  id: '16494'
  last_name: Ober-Blöbaum
- first_name: M.
  full_name: Dellnitz, M.
  last_name: Dellnitz
citation:
  ama: Witting K, Ober-Blöbaum S, Dellnitz M. A variational approach to define robustness
    for parametric multiobjective optimization problems. <i>Journal of Global Optimization</i>.
    2013;57(2):331-345.
  apa: Witting, K., Ober-Blöbaum, S., &#38; Dellnitz, M. (2013). A variational approach
    to define robustness for parametric multiobjective optimization problems. <i>Journal
    of Global Optimization</i>, <i>57(2)</i>, 331–345.
  bibtex: '@article{Witting_Ober-Blöbaum_Dellnitz_2013, title={A variational approach
    to define robustness for parametric multiobjective optimization problems}, volume={57(2)},
    journal={Journal of Global Optimization}, author={Witting, K. and Ober-Blöbaum,
    Sina and Dellnitz, M.}, year={2013}, pages={331–345} }'
  chicago: 'Witting, K., Sina Ober-Blöbaum, and M. Dellnitz. “A Variational Approach
    to Define Robustness for Parametric Multiobjective Optimization Problems.” <i>Journal
    of Global Optimization</i> 57(2) (2013): 331–45.'
  ieee: K. Witting, S. Ober-Blöbaum, and M. Dellnitz, “A variational approach to define
    robustness for parametric multiobjective optimization problems,” <i>Journal of
    Global Optimization</i>, vol. 57(2), pp. 331–345, 2013.
  mla: Witting, K., et al. “A Variational Approach to Define Robustness for Parametric
    Multiobjective Optimization Problems.” <i>Journal of Global Optimization</i>,
    vol. 57(2), 2013, pp. 331–45.
  short: K. Witting, S. Ober-Blöbaum, M. Dellnitz, Journal of Global Optimization
    57(2) (2013) 331–345.
date_created: 2022-01-18T11:58:38Z
date_updated: 2022-01-21T10:37:38Z
language:
- iso: eng
page: 331-345
publication: Journal of Global Optimization
status: public
title: A variational approach to define robustness for parametric multiobjective optimization
  problems
type: journal_article
user_id: '15694'
volume: 57(2)
year: '2013'
...
---
_id: '29443'
author:
- first_name: Sina
  full_name: Ober-Blöbaum, Sina
  id: '16494'
  last_name: Ober-Blöbaum
- first_name: 'A. '
  full_name: 'Seifried, A. '
  last_name: Seifried
citation:
  ama: 'Ober-Blöbaum S, Seifried A. A multiobjective optimization approach for optimal
    control problems of mechanical systems with uncertainties. In: <i>European Control
    Conference</i>. ; 2013:204-209.'
  apa: Ober-Blöbaum, S., &#38; Seifried, A. (2013). A multiobjective optimization
    approach for optimal control problems of mechanical systems with uncertainties.
    <i>European Control Conference</i>, 204–209.
  bibtex: '@inproceedings{Ober-Blöbaum_Seifried_2013, title={A multiobjective optimization
    approach for optimal control problems of mechanical systems with uncertainties},
    booktitle={European Control Conference}, author={Ober-Blöbaum, Sina and Seifried,
    A. }, year={2013}, pages={204–209} }'
  chicago: Ober-Blöbaum, Sina, and A.  Seifried. “A Multiobjective Optimization Approach
    for Optimal Control Problems of Mechanical Systems with Uncertainties.” In <i>European
    Control Conference</i>, 204–9, 2013.
  ieee: S. Ober-Blöbaum and A. Seifried, “A multiobjective optimization approach for
    optimal control problems of mechanical systems with uncertainties,” in <i>European
    Control Conference</i>, Zurich, Switzerland, 2013, pp. 204–209.
  mla: Ober-Blöbaum, Sina, and A. Seifried. “A Multiobjective Optimization Approach
    for Optimal Control Problems of Mechanical Systems with Uncertainties.” <i>European
    Control Conference</i>, 2013, pp. 204–09.
  short: 'S. Ober-Blöbaum, A. Seifried, in: European Control Conference, 2013, pp.
    204–209.'
conference:
  end_date: 2013-07-19
  location: Zurich, Switzerland
  start_date: 2013-07-17
date_created: 2022-01-19T11:10:19Z
date_updated: 2022-01-21T14:40:40Z
department:
- _id: '636'
language:
- iso: eng
page: 204-209
publication: European Control Conference
status: public
title: A multiobjective optimization approach for optimal control problems of mechanical
  systems with uncertainties
type: conference
user_id: '15694'
year: '2013'
...
---
_id: '29442'
author:
- first_name: K.
  full_name: Flaßkamp, K.
  last_name: Flaßkamp
- first_name: T.
  full_name: Murphey, T.
  last_name: Murphey
- first_name: Sina
  full_name: Ober-Blöbaum, Sina
  id: '16494'
  last_name: Ober-Blöbaum
citation:
  ama: 'Flaßkamp K, Murphey T, Ober-Blöbaum S. Discretized switching time optimization
    problems. In: <i>European Control Conference</i>. ; 2013:3179-3184.'
  apa: Flaßkamp, K., Murphey, T., &#38; Ober-Blöbaum, S. (2013). Discretized switching
    time optimization problems. <i>European Control Conference</i>, 3179–3184.
  bibtex: '@inproceedings{Flaßkamp_Murphey_Ober-Blöbaum_2013, title={Discretized switching
    time optimization problems}, booktitle={European Control Conference}, author={Flaßkamp,
    K. and Murphey, T. and Ober-Blöbaum, Sina}, year={2013}, pages={3179–3184} }'
  chicago: Flaßkamp, K., T. Murphey, and Sina Ober-Blöbaum. “Discretized Switching
    Time Optimization Problems.” In <i>European Control Conference</i>, 3179–84, 2013.
  ieee: K. Flaßkamp, T. Murphey, and S. Ober-Blöbaum, “Discretized switching time
    optimization problems,” in <i>European Control Conference</i>, Zurich, Switzerland,
    2013, pp. 3179–3184.
  mla: Flaßkamp, K., et al. “Discretized Switching Time Optimization Problems.” <i>European
    Control Conference</i>, 2013, pp. 3179–84.
  short: 'K. Flaßkamp, T. Murphey, S. Ober-Blöbaum, in: European Control Conference,
    2013, pp. 3179–3184.'
conference:
  end_date: 2013-07-19
  location: Zurich, Switzerland
  start_date: 2013-07-17
date_created: 2022-01-19T11:07:02Z
date_updated: 2022-01-21T14:39:43Z
department:
- _id: '636'
language:
- iso: eng
page: 3179-3184
publication: European Control Conference
status: public
title: Discretized switching time optimization problems
type: conference
user_id: '15694'
year: '2013'
...
---
_id: '29490'
author:
- first_name: K.
  full_name: Flaßkamp, K.
  last_name: Flaßkamp
- first_name: T.
  full_name: Murphey, T.
  last_name: Murphey
- first_name: Sina
  full_name: Ober-Blöbaum, Sina
  id: '16494'
  last_name: Ober-Blöbaum
citation:
  ama: 'Flaßkamp K, Murphey T, Ober-Blöbaum S. Optimization for discretized switched
    systems. In: <i>Proceedings of Applied Mathematics and Mechanics</i>. Vol 13(1).
    ; 2013:401-402.'
  apa: Flaßkamp, K., Murphey, T., &#38; Ober-Blöbaum, S. (2013). Optimization for
    discretized switched systems. <i>Proceedings of Applied Mathematics and Mechanics</i>,
    <i>13(1)</i>, 401–402.
  bibtex: '@inproceedings{Flaßkamp_Murphey_Ober-Blöbaum_2013, title={Optimization
    for discretized switched systems}, volume={13(1)}, booktitle={Proceedings of Applied
    Mathematics and Mechanics}, author={Flaßkamp, K. and Murphey, T. and Ober-Blöbaum,
    Sina}, year={2013}, pages={401–402} }'
  chicago: Flaßkamp, K., T. Murphey, and Sina Ober-Blöbaum. “Optimization for Discretized
    Switched Systems.” In <i>Proceedings of Applied Mathematics and Mechanics</i>,
    13(1):401–2, 2013.
  ieee: K. Flaßkamp, T. Murphey, and S. Ober-Blöbaum, “Optimization for discretized
    switched systems,” in <i>Proceedings of Applied Mathematics and Mechanics</i>,
    2013, vol. 13(1), pp. 401–402.
  mla: Flaßkamp, K., et al. “Optimization for Discretized Switched Systems.” <i>Proceedings
    of Applied Mathematics and Mechanics</i>, vol. 13(1), 2013, pp. 401–02.
  short: 'K. Flaßkamp, T. Murphey, S. Ober-Blöbaum, in: Proceedings of Applied Mathematics
    and Mechanics, 2013, pp. 401–402.'
date_created: 2022-01-20T09:07:18Z
date_updated: 2022-01-24T08:12:25Z
department:
- _id: '636'
language:
- iso: eng
page: 401-402
publication: Proceedings of Applied Mathematics and Mechanics
status: public
title: Optimization for discretized switched systems
type: conference
user_id: '15694'
volume: 13(1)
year: '2013'
...
---
_id: '36002'
author:
- first_name: Kirsten
  full_name: Schlegel-Matthies, Kirsten
  id: '459'
  last_name: Schlegel-Matthies
- first_name: Barbara
  full_name: Methfessel, Barbara
  last_name: Methfessel
citation:
  ama: Schlegel-Matthies K, Methfessel B. Für eine veränderte Fachpraxis - Zur Kultur
    und Technik der Nahrungszubereitung und Mahlzeitengestaltung. <i>Haushalt in Bidlung
    und Forschung</i>. 2013;2(4):49-60.
  apa: Schlegel-Matthies, K., &#38; Methfessel, B. (2013). Für eine veränderte Fachpraxis
    - Zur Kultur und Technik der Nahrungszubereitung und Mahlzeitengestaltung. <i>Haushalt
    in Bidlung und Forschung</i>, <i>2</i>(4), 49–60.
  bibtex: '@article{Schlegel-Matthies_Methfessel_2013, title={Für eine veränderte
    Fachpraxis - Zur Kultur und Technik der Nahrungszubereitung und Mahlzeitengestaltung},
    volume={2}, number={4}, journal={Haushalt in Bidlung und Forschung}, publisher={Barbara
    Budrich}, author={Schlegel-Matthies, Kirsten and Methfessel, Barbara}, year={2013},
    pages={49–60} }'
  chicago: 'Schlegel-Matthies, Kirsten, and Barbara Methfessel. “Für eine veränderte
    Fachpraxis - Zur Kultur und Technik der Nahrungszubereitung und Mahlzeitengestaltung.”
    <i>Haushalt in Bidlung und Forschung</i> 2, no. 4 (2013): 49–60.'
  ieee: K. Schlegel-Matthies and B. Methfessel, “Für eine veränderte Fachpraxis -
    Zur Kultur und Technik der Nahrungszubereitung und Mahlzeitengestaltung,” <i>Haushalt
    in Bidlung und Forschung</i>, vol. 2, no. 4, pp. 49–60, 2013.
  mla: Schlegel-Matthies, Kirsten, and Barbara Methfessel. “Für eine veränderte Fachpraxis
    - Zur Kultur und Technik der Nahrungszubereitung und Mahlzeitengestaltung.” <i>Haushalt
    in Bidlung und Forschung</i>, vol. 2, no. 4, Barbara Budrich, 2013, pp. 49–60.
  short: K. Schlegel-Matthies, B. Methfessel, Haushalt in Bidlung und Forschung 2
    (2013) 49–60.
date_created: 2023-01-11T10:53:33Z
date_updated: 2023-01-11T10:53:42Z
department:
- _id: '35'
- _id: '17'
- _id: '22'
- _id: '396'
intvolume: '         2'
issue: '4'
language:
- iso: ger
page: 49-60
publication: Haushalt in Bidlung und Forschung
publication_identifier:
  issn:
  - 2193-8806
publication_status: published
publisher: Barbara Budrich
status: public
title: Für eine veränderte Fachpraxis - Zur Kultur und Technik der Nahrungszubereitung
  und Mahlzeitengestaltung
type: journal_article
user_id: '459'
volume: 2
year: '2013'
...
---
_id: '46385'
abstract:
- lang: eng
  text: "In many applications one is faced with the problem that multiple objectives
    have to be optimized at the same time. Since typically the solution set of such
    multi-objective optimization problems forms a manifold which cannot be computed
    analytically, one is in many cases interested in a suitable finite size approximation
    of this set. One widely used approach is to find a representative set that maximizes
    the dominated hypervolume that is defined by the images in objective space of
    these solutions and a given reference point.\r\n\r\nIn this paper, we propose
    a new point-wise iterative search procedure, Hypervolume Directed Search (HVDS),
    that aims to increase the hypervolume of a given point in an archive for bi-objective
    unconstrained optimization problems. We present the HVDS both as a standalone
    algorithm and as a local searcher within a specialized evolutionary algorithm.
    Numerical results confirm the strength of the novel approach."
author:
- first_name: Hernández V
  full_name: Sosa, Hernández V
  last_name: Sosa
- first_name: O
  full_name: Schütze, O
  last_name: Schütze
- first_name: G
  full_name: Rudolph, G
  last_name: Rudolph
- first_name: Heike
  full_name: Trautmann, Heike
  id: '100740'
  last_name: Trautmann
  orcid: 0000-0002-9788-8282
citation:
  ama: 'Sosa HV, Schütze O, Rudolph G, Trautmann H. The Directed Search Method for
    Pareto Front Approximations with Maximum Dominated Hypervolume. In: Emmerich M,
    Deutz A, Schuetze O, et al., eds. <i>EVOLVE — A Bridge between Probability, Set
    Oriented Numerics, and Evolutionary Computation IV</i>. Vol 227. Advances in Intelligent
    Systems and Computing. Springer International Publishing; 2013:189–205. doi:<a
    href="https://doi.org/10.1007/978-3-319-01128-8_13">10.1007/978-3-319-01128-8_13</a>'
  apa: Sosa, H. V., Schütze, O., Rudolph, G., &#38; Trautmann, H. (2013). The Directed
    Search Method for Pareto Front Approximations with Maximum Dominated Hypervolume.
    In M. Emmerich, A. Deutz, O. Schuetze, T. Bäck, A. Tantar, P. Moral, P. Legrand,
    P. Bouvry, &#38; C. Coello (Eds.), <i>EVOLVE — A Bridge between Probability, Set
    Oriented Numerics, and Evolutionary Computation IV</i> (Vol. 227, pp. 189–205).
    Springer International Publishing. <a href="https://doi.org/10.1007/978-3-319-01128-8_13">https://doi.org/10.1007/978-3-319-01128-8_13</a>
  bibtex: '@inbook{Sosa_Schütze_Rudolph_Trautmann_2013, series={Advances in Intelligent
    Systems and Computing}, title={The Directed Search Method for Pareto Front Approximations
    with Maximum Dominated Hypervolume}, volume={227}, DOI={<a href="https://doi.org/10.1007/978-3-319-01128-8_13">10.1007/978-3-319-01128-8_13</a>},
    booktitle={EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary
    Computation IV}, publisher={Springer International Publishing}, author={Sosa,
    Hernández V and Schütze, O and Rudolph, G and Trautmann, Heike}, editor={Emmerich,
    M and Deutz, A and Schuetze, O and Bäck, T and Tantar, A and Moral, PD and Legrand,
    P and Bouvry, P and Coello, CA}, year={2013}, pages={189–205}, collection={Advances
    in Intelligent Systems and Computing} }'
  chicago: Sosa, Hernández V, O Schütze, G Rudolph, and Heike Trautmann. “The Directed
    Search Method for Pareto Front Approximations with Maximum Dominated Hypervolume.”
    In <i>EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary
    Computation IV</i>, edited by M Emmerich, A Deutz, O Schuetze, T Bäck, A Tantar,
    PD Moral, P Legrand, P Bouvry, and CA Coello, 227:189–205. Advances in Intelligent
    Systems and Computing. Springer International Publishing, 2013. <a href="https://doi.org/10.1007/978-3-319-01128-8_13">https://doi.org/10.1007/978-3-319-01128-8_13</a>.
  ieee: H. V. Sosa, O. Schütze, G. Rudolph, and H. Trautmann, “The Directed Search
    Method for Pareto Front Approximations with Maximum Dominated Hypervolume,” in
    <i>EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary
    Computation IV</i>, vol. 227, M. Emmerich, A. Deutz, O. Schuetze, T. Bäck, A.
    Tantar, P. Moral, P. Legrand, P. Bouvry, and C. Coello, Eds. Springer International
    Publishing, 2013, pp. 189–205.
  mla: Sosa, Hernández V., et al. “The Directed Search Method for Pareto Front Approximations
    with Maximum Dominated Hypervolume.” <i>EVOLVE — A Bridge between Probability,
    Set Oriented Numerics, and Evolutionary Computation IV</i>, edited by M Emmerich
    et al., vol. 227, Springer International Publishing, 2013, pp. 189–205, doi:<a
    href="https://doi.org/10.1007/978-3-319-01128-8_13">10.1007/978-3-319-01128-8_13</a>.
  short: 'H.V. Sosa, O. Schütze, G. Rudolph, H. Trautmann, in: M. Emmerich, A. Deutz,
    O. Schuetze, T. Bäck, A. Tantar, P. Moral, P. Legrand, P. Bouvry, C. Coello (Eds.),
    EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary
    Computation IV, Springer International Publishing, 2013, pp. 189–205.'
date_created: 2023-08-04T15:37:00Z
date_updated: 2023-10-16T13:44:50Z
department:
- _id: '34'
- _id: '819'
doi: 10.1007/978-3-319-01128-8_13
editor:
- first_name: M
  full_name: Emmerich, M
  last_name: Emmerich
- first_name: A
  full_name: Deutz, A
  last_name: Deutz
- first_name: O
  full_name: Schuetze, O
  last_name: Schuetze
- first_name: T
  full_name: Bäck, T
  last_name: Bäck
- first_name: A
  full_name: Tantar, A
  last_name: Tantar
- first_name: PD
  full_name: Moral, PD
  last_name: Moral
- first_name: P
  full_name: Legrand, P
  last_name: Legrand
- first_name: P
  full_name: Bouvry, P
  last_name: Bouvry
- first_name: CA
  full_name: Coello, CA
  last_name: Coello
intvolume: '       227'
language:
- iso: eng
page: 189–205
publication: EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary
  Computation IV
publication_identifier:
  isbn:
  - 978-3-319-01127-1
publisher: Springer International Publishing
series_title: Advances in Intelligent Systems and Computing
status: public
title: The Directed Search Method for Pareto Front Approximations with Maximum Dominated
  Hypervolume
type: book_chapter
user_id: '15504'
volume: 227
year: '2013'
...
---
_id: '46386'
abstract:
- lang: eng
  text: The averaged Hausdorff distance Δ p is a performance indicator in multi-objective
    evolutionary optimization which simultaneously takes into account proximity to
    the true Pareto front and uniform spread of solutions. Recently, the multi-objective
    evolutionary algorithm Δ p -EMOA was introduced which successfully generates evenly
    spaced Pareto front approximations for bi-objective problems by integrating an
    external archiving strategy into the SMS-EMOA based on Δ p . In this work a conceptual
    generalization of the Δ p -EMOA for higher objective space dimensions is presented
    and experimentally compared to state-of-the art EMOA as well as specialized EMOA
    variants on three-dimensional optimization problems.
author:
- first_name: Heike
  full_name: Trautmann, Heike
  id: '100740'
  last_name: Trautmann
  orcid: 0000-0002-9788-8282
- first_name: G
  full_name: Rudolph, G
  last_name: Rudolph
- first_name: C
  full_name: Dominguez-Medina, C
  last_name: Dominguez-Medina
- first_name: O
  full_name: Schütze, O
  last_name: Schütze
citation:
  ama: 'Trautmann H, Rudolph G, Dominguez-Medina C, Schütze O. Finding Evenly Spaced
    Pareto Fronts for Three-Objective Optimization Problems. In: Schütze O, Coello
    CC, Tantar A, et al., eds. <i>EVOLVE — A Bridge between Probability, Set Oriented
    Numerics, and Evolutionary Computation II</i>. Vol 175. Advances in Intelligent
    Systems and Computing. Springer Berlin Heidelberg; 2013:89–105. doi:<a href="https://doi.org/10.1007/978-3-642-31519-0_6">10.1007/978-3-642-31519-0_6</a>'
  apa: Trautmann, H., Rudolph, G., Dominguez-Medina, C., &#38; Schütze, O. (2013).
    Finding Evenly Spaced Pareto Fronts for Three-Objective Optimization Problems.
    In O. Schütze, C. C. Coello, A. Tantar, E. Tantar, P. Bouvry, M. P. Del, &#38;
    P. Legrand (Eds.), <i>EVOLVE — A Bridge between Probability, Set Oriented Numerics,
    and Evolutionary Computation II</i> (Vol. 175, pp. 89–105). Springer Berlin Heidelberg.
    <a href="https://doi.org/10.1007/978-3-642-31519-0_6">https://doi.org/10.1007/978-3-642-31519-0_6</a>
  bibtex: '@inbook{Trautmann_Rudolph_Dominguez-Medina_Schütze_2013, series={Advances
    in Intelligent Systems and Computing}, title={Finding Evenly Spaced Pareto Fronts
    for Three-Objective Optimization Problems}, volume={175}, DOI={<a href="https://doi.org/10.1007/978-3-642-31519-0_6">10.1007/978-3-642-31519-0_6</a>},
    booktitle={EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary
    Computation II}, publisher={Springer Berlin Heidelberg}, author={Trautmann, Heike
    and Rudolph, G and Dominguez-Medina, C and Schütze, O}, editor={Schütze, O and
    Coello, Coello CA and Tantar, A and Tantar, E and Bouvry, P and Del, Moral P and
    Legrand, P}, year={2013}, pages={89–105}, collection={Advances in Intelligent
    Systems and Computing} }'
  chicago: Trautmann, Heike, G Rudolph, C Dominguez-Medina, and O Schütze. “Finding
    Evenly Spaced Pareto Fronts for Three-Objective Optimization Problems.” In <i>EVOLVE
    — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation
    II</i>, edited by O Schütze, Coello CA Coello, A Tantar, E Tantar, P Bouvry, Moral
    P Del, and P Legrand, 175:89–105. Advances in Intelligent Systems and Computing.
    Springer Berlin Heidelberg, 2013. <a href="https://doi.org/10.1007/978-3-642-31519-0_6">https://doi.org/10.1007/978-3-642-31519-0_6</a>.
  ieee: H. Trautmann, G. Rudolph, C. Dominguez-Medina, and O. Schütze, “Finding Evenly
    Spaced Pareto Fronts for Three-Objective Optimization Problems,” in <i>EVOLVE
    — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation
    II</i>, vol. 175, O. Schütze, C. C. Coello, A. Tantar, E. Tantar, P. Bouvry, M.
    P. Del, and P. Legrand, Eds. Springer Berlin Heidelberg, 2013, pp. 89–105.
  mla: Trautmann, Heike, et al. “Finding Evenly Spaced Pareto Fronts for Three-Objective
    Optimization Problems.” <i>EVOLVE — A Bridge between Probability, Set Oriented
    Numerics, and Evolutionary Computation II</i>, edited by O Schütze et al., vol.
    175, Springer Berlin Heidelberg, 2013, pp. 89–105, doi:<a href="https://doi.org/10.1007/978-3-642-31519-0_6">10.1007/978-3-642-31519-0_6</a>.
  short: 'H. Trautmann, G. Rudolph, C. Dominguez-Medina, O. Schütze, in: O. Schütze,
    C.C. Coello, A. Tantar, E. Tantar, P. Bouvry, M.P. Del, P. Legrand (Eds.), EVOLVE
    — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation
    II, Springer Berlin Heidelberg, 2013, pp. 89–105.'
date_created: 2023-08-04T15:38:25Z
date_updated: 2023-10-16T13:45:12Z
department:
- _id: '34'
- _id: '819'
doi: 10.1007/978-3-642-31519-0_6
editor:
- first_name: O
  full_name: Schütze, O
  last_name: Schütze
- first_name: Coello CA
  full_name: Coello, Coello CA
  last_name: Coello
- first_name: A
  full_name: Tantar, A
  last_name: Tantar
- first_name: E
  full_name: Tantar, E
  last_name: Tantar
- first_name: P
  full_name: Bouvry, P
  last_name: Bouvry
- first_name: Moral P
  full_name: Del, Moral P
  last_name: Del
- first_name: P
  full_name: Legrand, P
  last_name: Legrand
intvolume: '       175'
language:
- iso: eng
page: 89–105
publication: EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary
  Computation II
publication_identifier:
  isbn:
  - 978-3-642-31518-3
publisher: Springer Berlin Heidelberg
series_title: Advances in Intelligent Systems and Computing
status: public
title: Finding Evenly Spaced Pareto Fronts for Three-Objective Optimization Problems
type: book_chapter
user_id: '15504'
volume: 175
year: '2013'
...
---
_id: '46390'
abstract:
- lang: eng
  text: In some technical applications like multiobjective online control an evenly
    spaced approximation of the Pareto front is desired. Since standard evolutionary
    multiobjective optimization (EMO) algorithms have not been designed for that kind
    of approximation we propose an archive-based plug-in method that builds an evenly
    spaced approximation using averaged Hausdorff measure between archive and reference
    front. In case of three objectives this reference font is constructed from a triangulated
    approximation of the Pareto front from a previous experiment. The plug-in can
    be deployed in online or offline mode for any kind of EMO algorithm.
author:
- first_name: G
  full_name: Rudolph, G
  last_name: Rudolph
- first_name: Heike
  full_name: Trautmann, Heike
  id: '100740'
  last_name: Trautmann
  orcid: 0000-0002-9788-8282
- first_name: S
  full_name: Sengupta, S
  last_name: Sengupta
- first_name: O
  full_name: Schütze, O
  last_name: Schütze
citation:
  ama: 'Rudolph G, Trautmann H, Sengupta S, Schütze O. Evenly Spaced Pareto Front
    Approximations for Tricriteria Problems Based on Triangulation. In: Purshouse
    R, Fleming P, Fonseca C, Greco S, Shaw J, eds. <i>Evolutionary Multi-Criterion
    Optimization — 7$^th$ International Conference, EMO 2013, Sheffield, UK, Proceedings</i>.
    Vol 7811. Lecture Notes in Computer Science. Springer; 2013:443–458. doi:<a href="https://doi.org/10.1007/978-3-642-37140-0_34">https://doi.org/10.1007/978-3-642-37140-0_34</a>'
  apa: Rudolph, G., Trautmann, H., Sengupta, S., &#38; Schütze, O. (2013). Evenly
    Spaced Pareto Front Approximations for Tricriteria Problems Based on Triangulation.
    In R. Purshouse, P. Fleming, C. Fonseca, S. Greco, &#38; J. Shaw (Eds.), <i>Evolutionary
    Multi-Criterion Optimization — 7$^th$ International Conference, EMO 2013, Sheffield,
    UK, Proceedings</i> (Vol. 7811, pp. 443–458). Springer. <a href="https://doi.org/10.1007/978-3-642-37140-0_34">https://doi.org/10.1007/978-3-642-37140-0_34</a>
  bibtex: '@inproceedings{Rudolph_Trautmann_Sengupta_Schütze_2013, series={Lecture
    Notes in Computer Science}, title={Evenly Spaced Pareto Front Approximations for
    Tricriteria Problems Based on Triangulation}, volume={7811}, DOI={<a href="https://doi.org/10.1007/978-3-642-37140-0_34">https://doi.org/10.1007/978-3-642-37140-0_34</a>},
    booktitle={Evolutionary Multi-Criterion Optimization — 7$^th$ International Conference,
    EMO 2013, Sheffield, UK, Proceedings}, publisher={Springer}, author={Rudolph,
    G and Trautmann, Heike and Sengupta, S and Schütze, O}, editor={Purshouse, RC
    and Fleming, PJ and Fonseca, CM and Greco, S and Shaw, J}, year={2013}, pages={443–458},
    collection={Lecture Notes in Computer Science} }'
  chicago: Rudolph, G, Heike Trautmann, S Sengupta, and O Schütze. “Evenly Spaced
    Pareto Front Approximations for Tricriteria Problems Based on Triangulation.”
    In <i>Evolutionary Multi-Criterion Optimization — 7$^th$ International Conference,
    EMO 2013, Sheffield, UK, Proceedings</i>, edited by RC Purshouse, PJ Fleming,
    CM Fonseca, S Greco, and J Shaw, 7811:443–458. Lecture Notes in Computer Science.
    Springer, 2013. <a href="https://doi.org/10.1007/978-3-642-37140-0_34">https://doi.org/10.1007/978-3-642-37140-0_34</a>.
  ieee: 'G. Rudolph, H. Trautmann, S. Sengupta, and O. Schütze, “Evenly Spaced Pareto
    Front Approximations for Tricriteria Problems Based on Triangulation,” in <i>Evolutionary
    Multi-Criterion Optimization — 7$^th$ International Conference, EMO 2013, Sheffield,
    UK, Proceedings</i>, 2013, vol. 7811, pp. 443–458, doi: <a href="https://doi.org/10.1007/978-3-642-37140-0_34">https://doi.org/10.1007/978-3-642-37140-0_34</a>.'
  mla: Rudolph, G., et al. “Evenly Spaced Pareto Front Approximations for Tricriteria
    Problems Based on Triangulation.” <i>Evolutionary Multi-Criterion Optimization
    — 7$^th$ International Conference, EMO 2013, Sheffield, UK, Proceedings</i>, edited
    by RC Purshouse et al., vol. 7811, Springer, 2013, pp. 443–458, doi:<a href="https://doi.org/10.1007/978-3-642-37140-0_34">https://doi.org/10.1007/978-3-642-37140-0_34</a>.
  short: 'G. Rudolph, H. Trautmann, S. Sengupta, O. Schütze, in: R. Purshouse, P.
    Fleming, C. Fonseca, S. Greco, J. Shaw (Eds.), Evolutionary Multi-Criterion Optimization
    — 7$^th$ International Conference, EMO 2013, Sheffield, UK, Proceedings, Springer,
    2013, pp. 443–458.'
date_created: 2023-08-04T15:43:38Z
date_updated: 2023-10-16T13:46:35Z
department:
- _id: '34'
- _id: '819'
doi: https://doi.org/10.1007/978-3-642-37140-0_34
editor:
- first_name: RC
  full_name: Purshouse, RC
  last_name: Purshouse
- first_name: PJ
  full_name: Fleming, PJ
  last_name: Fleming
- first_name: CM
  full_name: Fonseca, CM
  last_name: Fonseca
- first_name: S
  full_name: Greco, S
  last_name: Greco
- first_name: J
  full_name: Shaw, J
  last_name: Shaw
intvolume: '      7811'
language:
- iso: eng
page: 443–458
publication: Evolutionary Multi-Criterion Optimization — 7$^th$ International Conference,
  EMO 2013, Sheffield, UK, Proceedings
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Evenly Spaced Pareto Front Approximations for Tricriteria Problems Based on
  Triangulation
type: conference
user_id: '15504'
volume: 7811
year: '2013'
...
---
_id: '46391'
abstract:
- lang: eng
  text: Indicator based evolutionary algorithms have caught the interest of many researchers
    for the treatment of multi-objective optimization problems in the recent past
    since they deliver the desired approximation of the solution set and due to a
    usually better performance compared to dominance based algorithms. Nevertheless,
    these methods still suffer the drawback that many function evaluations are required
    to obtain a suitable representation of the solution set. The aim of this study
    is to present the Directed Search (DS) Method as local searcher within global
    indicator based optimization algorithms. For this, we will present the DS in the
    context of hypervolume maximization leading to both a new local search algorithm
    and a new memetic algorithm. Further, we will present first attempts to adapt
    the DS to a class of parameter dependent problems.
author:
- first_name: VA
  full_name: Sosa-Hernandez, VA
  last_name: Sosa-Hernandez
- first_name: O
  full_name: Schütze, O
  last_name: Schütze
- first_name: G
  full_name: Rudoph, G
  last_name: Rudoph
- first_name: Heike
  full_name: Trautmann, Heike
  id: '100740'
  last_name: Trautmann
  orcid: 0000-0002-9788-8282
citation:
  ama: 'Sosa-Hernandez V, Schütze O, Rudoph G, Trautmann H. Directed Search Method
    for Indicator-based Multi-objective Evolutionary Algorithms. In: <i>Proceeding
    of the Fifteenth Annual Conference Companion on Genetic and Evolutionary Computation
    Conference Companion</i>. GECCO ’13 Companion. ACM; 2013:1699–1702. doi:<a href="https://doi.org/10.1145/2464576.2482756">10.1145/2464576.2482756</a>'
  apa: Sosa-Hernandez, V., Schütze, O., Rudoph, G., &#38; Trautmann, H. (2013). Directed
    Search Method for Indicator-based Multi-objective Evolutionary Algorithms. <i>Proceeding
    of the Fifteenth Annual Conference Companion on Genetic and Evolutionary Computation
    Conference Companion</i>, 1699–1702. <a href="https://doi.org/10.1145/2464576.2482756">https://doi.org/10.1145/2464576.2482756</a>
  bibtex: '@inproceedings{Sosa-Hernandez_Schütze_Rudoph_Trautmann_2013, place={New
    York, NY, USA}, series={GECCO ’13 Companion}, title={Directed Search Method for
    Indicator-based Multi-objective Evolutionary Algorithms}, DOI={<a href="https://doi.org/10.1145/2464576.2482756">10.1145/2464576.2482756</a>},
    booktitle={Proceeding of the Fifteenth Annual Conference Companion on Genetic
    and Evolutionary Computation Conference Companion}, publisher={ACM}, author={Sosa-Hernandez,
    VA and Schütze, O and Rudoph, G and Trautmann, Heike}, year={2013}, pages={1699–1702},
    collection={GECCO ’13 Companion} }'
  chicago: 'Sosa-Hernandez, VA, O Schütze, G Rudoph, and Heike Trautmann. “Directed
    Search Method for Indicator-Based Multi-Objective Evolutionary Algorithms.” In
    <i>Proceeding of the Fifteenth Annual Conference Companion on Genetic and Evolutionary
    Computation Conference Companion</i>, 1699–1702. GECCO ’13 Companion. New York,
    NY, USA: ACM, 2013. <a href="https://doi.org/10.1145/2464576.2482756">https://doi.org/10.1145/2464576.2482756</a>.'
  ieee: 'V. Sosa-Hernandez, O. Schütze, G. Rudoph, and H. Trautmann, “Directed Search
    Method for Indicator-based Multi-objective Evolutionary Algorithms,” in <i>Proceeding
    of the Fifteenth Annual Conference Companion on Genetic and Evolutionary Computation
    Conference Companion</i>, 2013, pp. 1699–1702, doi: <a href="https://doi.org/10.1145/2464576.2482756">10.1145/2464576.2482756</a>.'
  mla: Sosa-Hernandez, VA, et al. “Directed Search Method for Indicator-Based Multi-Objective
    Evolutionary Algorithms.” <i>Proceeding of the Fifteenth Annual Conference Companion
    on Genetic and Evolutionary Computation Conference Companion</i>, ACM, 2013, pp.
    1699–1702, doi:<a href="https://doi.org/10.1145/2464576.2482756">10.1145/2464576.2482756</a>.
  short: 'V. Sosa-Hernandez, O. Schütze, G. Rudoph, H. Trautmann, in: Proceeding of
    the Fifteenth Annual Conference Companion on Genetic and Evolutionary Computation
    Conference Companion, ACM, New York, NY, USA, 2013, pp. 1699–1702.'
date_created: 2023-08-04T15:45:26Z
date_updated: 2023-10-16T13:46:54Z
department:
- _id: '34'
- _id: '819'
doi: 10.1145/2464576.2482756
language:
- iso: eng
page: 1699–1702
place: New York, NY, USA
publication: Proceeding of the Fifteenth Annual Conference Companion on Genetic and
  Evolutionary Computation Conference Companion
publisher: ACM
series_title: GECCO ’13 Companion
status: public
title: Directed Search Method for Indicator-based Multi-objective Evolutionary Algorithms
type: conference
user_id: '15504'
year: '2013'
...
---
_id: '46387'
abstract:
- lang: eng
  text: Here we address the problem of computing finite size Hausdorff approximations
    of the Pareto front of four-objective optimization problems by means of evolutionary
    computing. Since many applications desire an approximation evenly spread along
    the Pareto front and approximations that are good in the Hausdorff sense are typically
    evenly spread along the Pareto front we consider three different evolutionary
    multi-objective algorithms tailored to that purpose, where two of them are based
    on the Part and Selection Algorithm (PSA). Finally, we present some numerical
    results indicating the strength of the novel methods.
author:
- first_name: C
  full_name: Dominguez-Medina, C
  last_name: Dominguez-Medina
- first_name: G
  full_name: Rudolph, G
  last_name: Rudolph
- first_name: O
  full_name: Schütze, O
  last_name: Schütze
- first_name: Heike
  full_name: Trautmann, Heike
  id: '100740'
  last_name: Trautmann
  orcid: 0000-0002-9788-8282
citation:
  ama: 'Dominguez-Medina C, Rudolph G, Schütze O, Trautmann H. Evenly spaced Pareto
    fronts of quad-objective problems using PSA partitioning technique. In: <i>Proceedings
    of the 2013 IEEE Congress on Evolutionary Computation (CEC)</i>. ; 2013:3190–3197.
    doi:<a href="https://doi.org/10.1109/CEC.2013.6557960">https://doi.org/10.1109/CEC.2013.6557960</a>'
  apa: Dominguez-Medina, C., Rudolph, G., Schütze, O., &#38; Trautmann, H. (2013).
    Evenly spaced Pareto fronts of quad-objective problems using PSA partitioning
    technique. <i>Proceedings of the 2013 IEEE Congress on Evolutionary Computation
    (CEC)</i>, 3190–3197. <a href="https://doi.org/10.1109/CEC.2013.6557960">https://doi.org/10.1109/CEC.2013.6557960</a>
  bibtex: '@inproceedings{Dominguez-Medina_Rudolph_Schütze_Trautmann_2013, place={Cancun,
    Mexico}, title={Evenly spaced Pareto fronts of quad-objective problems using PSA
    partitioning technique}, DOI={<a href="https://doi.org/10.1109/CEC.2013.6557960">https://doi.org/10.1109/CEC.2013.6557960</a>},
    booktitle={Proceedings of the 2013 IEEE Congress on Evolutionary Computation (CEC)},
    author={Dominguez-Medina, C and Rudolph, G and Schütze, O and Trautmann, Heike},
    year={2013}, pages={3190–3197} }'
  chicago: Dominguez-Medina, C, G Rudolph, O Schütze, and Heike Trautmann. “Evenly
    Spaced Pareto Fronts of Quad-Objective Problems Using PSA Partitioning Technique.”
    In <i>Proceedings of the 2013 IEEE Congress on Evolutionary Computation (CEC)</i>,
    3190–3197. Cancun, Mexico, 2013. <a href="https://doi.org/10.1109/CEC.2013.6557960">https://doi.org/10.1109/CEC.2013.6557960</a>.
  ieee: 'C. Dominguez-Medina, G. Rudolph, O. Schütze, and H. Trautmann, “Evenly spaced
    Pareto fronts of quad-objective problems using PSA partitioning technique,” in
    <i>Proceedings of the 2013 IEEE Congress on Evolutionary Computation (CEC)</i>,
    2013, pp. 3190–3197, doi: <a href="https://doi.org/10.1109/CEC.2013.6557960">https://doi.org/10.1109/CEC.2013.6557960</a>.'
  mla: Dominguez-Medina, C., et al. “Evenly Spaced Pareto Fronts of Quad-Objective
    Problems Using PSA Partitioning Technique.” <i>Proceedings of the 2013 IEEE Congress
    on Evolutionary Computation (CEC)</i>, 2013, pp. 3190–3197, doi:<a href="https://doi.org/10.1109/CEC.2013.6557960">https://doi.org/10.1109/CEC.2013.6557960</a>.
  short: 'C. Dominguez-Medina, G. Rudolph, O. Schütze, H. Trautmann, in: Proceedings
    of the 2013 IEEE Congress on Evolutionary Computation (CEC), Cancun, Mexico, 2013,
    pp. 3190–3197.'
date_created: 2023-08-04T15:40:15Z
date_updated: 2023-10-16T13:45:34Z
department:
- _id: '34'
- _id: '819'
doi: https://doi.org/10.1109/CEC.2013.6557960
language:
- iso: eng
page: 3190–3197
place: Cancun, Mexico
publication: Proceedings of the 2013 IEEE Congress on Evolutionary Computation (CEC)
status: public
title: Evenly spaced Pareto fronts of quad-objective problems using PSA partitioning
  technique
type: conference
user_id: '15504'
year: '2013'
...
---
_id: '46395'
abstract:
- lang: eng
  text: In multiobjective optimization, the identification of practically relevant
    solutions on the Pareto-optimal front is an important research topic. Desirability
    functions (DFs) allow the preferences of the decision maker to be specified in
    an intuitive way. Recently, it has been shown for continuous optimization problems
    that an a priori transformation of the objectives by means of DFs can be used
    to focus the search of a hypervolume-based evolutionary algorithm on the desired
    part of the front. In many-objective optimization, however, the computational
    complexity of the hypervolume can become a crucial part. Thus, an alternative
    to this approach will be presented in this paper. The new algorithm operates in
    the untransformed objective space, but the desirability index (DI), that is, a
    DF-based scalarization, will be used as the second-level selection criterion in
    the non-dominated sorting. The diversity and uniform distribution of the resulting
    approximation are ensured by the use of an external archive. In the experiments,
    different preferences are specified as DFs, and their effects are investigated.
    It is shown that trade-off solutions are generated in the desired regions of the
    Pareto-optimal front and with a density adaptive to the DI. The efficiency of
    the approach with respect to increasing objective space dimension is also analysed
    using scalable test functions. The convergence speed is superior to other set-based
    and preference-based evolutionary multiobjective algorithms while the approach
    is of low computational complexity due to cheap DI evaluations. Copyright © 2013
    John Wiley & Sons, Ltd.
author:
- first_name: Heike
  full_name: Trautmann, Heike
  id: '100740'
  last_name: Trautmann
  orcid: 0000-0002-9788-8282
- first_name: T
  full_name: Wagner, T
  last_name: Wagner
- first_name: D
  full_name: Biermann, D
  last_name: Biermann
- first_name: C
  full_name: Weihs, C
  last_name: Weihs
citation:
  ama: Trautmann H, Wagner T, Biermann D, Weihs C. Indicator-based Selection in Evolutionary
    Multiobjective Optimization Algorithms Based On the Desirability Index. <i>Journal
    of Multi-Criteria Decision Analysis</i>. 2013;20(5-6):319–337. doi:<a href="https://doi.org/10.1002/mcda.1503">https://doi.org/10.1002/mcda.1503</a>
  apa: Trautmann, H., Wagner, T., Biermann, D., &#38; Weihs, C. (2013). Indicator-based
    Selection in Evolutionary Multiobjective Optimization Algorithms Based On the
    Desirability Index. <i>Journal of Multi-Criteria Decision Analysis</i>, <i>20</i>(5–6),
    319–337. <a href="https://doi.org/10.1002/mcda.1503">https://doi.org/10.1002/mcda.1503</a>
  bibtex: '@article{Trautmann_Wagner_Biermann_Weihs_2013, title={Indicator-based Selection
    in Evolutionary Multiobjective Optimization Algorithms Based On the Desirability
    Index}, volume={20}, DOI={<a href="https://doi.org/10.1002/mcda.1503">https://doi.org/10.1002/mcda.1503</a>},
    number={5–6}, journal={Journal of Multi-Criteria Decision Analysis}, author={Trautmann,
    Heike and Wagner, T and Biermann, D and Weihs, C}, year={2013}, pages={319–337}
    }'
  chicago: 'Trautmann, Heike, T Wagner, D Biermann, and C Weihs. “Indicator-Based
    Selection in Evolutionary Multiobjective Optimization Algorithms Based On the
    Desirability Index.” <i>Journal of Multi-Criteria Decision Analysis</i> 20, no.
    5–6 (2013): 319–337. <a href="https://doi.org/10.1002/mcda.1503">https://doi.org/10.1002/mcda.1503</a>.'
  ieee: 'H. Trautmann, T. Wagner, D. Biermann, and C. Weihs, “Indicator-based Selection
    in Evolutionary Multiobjective Optimization Algorithms Based On the Desirability
    Index,” <i>Journal of Multi-Criteria Decision Analysis</i>, vol. 20, no. 5–6,
    pp. 319–337, 2013, doi: <a href="https://doi.org/10.1002/mcda.1503">https://doi.org/10.1002/mcda.1503</a>.'
  mla: Trautmann, Heike, et al. “Indicator-Based Selection in Evolutionary Multiobjective
    Optimization Algorithms Based On the Desirability Index.” <i>Journal of Multi-Criteria
    Decision Analysis</i>, vol. 20, no. 5–6, 2013, pp. 319–337, doi:<a href="https://doi.org/10.1002/mcda.1503">https://doi.org/10.1002/mcda.1503</a>.
  short: H. Trautmann, T. Wagner, D. Biermann, C. Weihs, Journal of Multi-Criteria
    Decision Analysis 20 (2013) 319–337.
date_created: 2023-08-04T15:50:03Z
date_updated: 2023-10-16T13:48:31Z
department:
- _id: '34'
- _id: '819'
doi: https://doi.org/10.1002/mcda.1503
intvolume: '        20'
issue: 5-6
language:
- iso: eng
page: 319–337
publication: Journal of Multi-Criteria Decision Analysis
status: public
title: Indicator-based Selection in Evolutionary Multiobjective Optimization Algorithms
  Based On the Desirability Index
type: journal_article
user_id: '15504'
volume: 20
year: '2013'
...
---
_id: '46393'
abstract:
- lang: eng
  text: In multi-objective optimization, set-based performance indicators have become
    the state of the art for assessing the quality of Pareto front approximations.
    As a consequence, they are also more and more used within the design of multi-objective
    optimization algorithms. The R2 and the Hypervolume (HV) indicator represent two
    popular examples. In order to understand the behavior and the approximations preferred
    by these indicators and algorithms, a comprehensive knowledge of the indicator’s
    properties is required. Whereas this knowledge is available for the HV, we presented
    a first approach in this direction for the R2 indicator just recently. In this
    paper, we build upon this knowledge and enhance the considerations with respect
    to the integration of preferences into the R2 indicator. More specifically, we
    analyze the effect of the reference point, the domain of the weights, and the
    distribution of weight vectors on the optimization of $\mu$ solutions with respect
    to the R2 indicator. By means of theoretical findings and empirical evidence,
    we show the potentials of these three possibilities using the optimal distribution
    of $\mu$ solutions for exemplary setups.
author:
- first_name: Tobias
  full_name: Wagner, Tobias
  last_name: Wagner
- first_name: Heike
  full_name: Trautmann, Heike
  id: '100740'
  last_name: Trautmann
  orcid: 0000-0002-9788-8282
- first_name: Dimo
  full_name: Brockhoff, Dimo
  last_name: Brockhoff
citation:
  ama: 'Wagner T, Trautmann H, Brockhoff D. Preference Articulation by Means of the
    R2 Indicator. In: Purshouse RC, Fleming PJ, Fonseca CM, Greco S, Shaw J, eds.
    <i>Evolutionary Multi-Criterion Optimization</i>. Springer Berlin Heidelberg;
    2013:81–95.'
  apa: Wagner, T., Trautmann, H., &#38; Brockhoff, D. (2013). Preference Articulation
    by Means of the R2 Indicator. In R. C. Purshouse, P. J. Fleming, C. M. Fonseca,
    S. Greco, &#38; J. Shaw (Eds.), <i>Evolutionary Multi-Criterion Optimization</i>
    (pp. 81–95). Springer Berlin Heidelberg.
  bibtex: '@inproceedings{Wagner_Trautmann_Brockhoff_2013, place={Berlin, Heidelberg},
    title={Preference Articulation by Means of the R2 Indicator}, booktitle={Evolutionary
    Multi-Criterion Optimization}, publisher={Springer Berlin Heidelberg}, author={Wagner,
    Tobias and Trautmann, Heike and Brockhoff, Dimo}, editor={Purshouse, Robin C.
    and Fleming, Peter J. and Fonseca, Carlos M. and Greco, Salvatore and Shaw, Jane},
    year={2013}, pages={81–95} }'
  chicago: 'Wagner, Tobias, Heike Trautmann, and Dimo Brockhoff. “Preference Articulation
    by Means of the R2 Indicator.” In <i>Evolutionary Multi-Criterion Optimization</i>,
    edited by Robin C. Purshouse, Peter J. Fleming, Carlos M. Fonseca, Salvatore Greco,
    and Jane Shaw, 81–95. Berlin, Heidelberg: Springer Berlin Heidelberg, 2013.'
  ieee: T. Wagner, H. Trautmann, and D. Brockhoff, “Preference Articulation by Means
    of the R2 Indicator,” in <i>Evolutionary Multi-Criterion Optimization</i>, 2013,
    pp. 81–95.
  mla: Wagner, Tobias, et al. “Preference Articulation by Means of the R2 Indicator.”
    <i>Evolutionary Multi-Criterion Optimization</i>, edited by Robin C. Purshouse
    et al., Springer Berlin Heidelberg, 2013, pp. 81–95.
  short: 'T. Wagner, H. Trautmann, D. Brockhoff, in: R.C. Purshouse, P.J. Fleming,
    C.M. Fonseca, S. Greco, J. Shaw (Eds.), Evolutionary Multi-Criterion Optimization,
    Springer Berlin Heidelberg, Berlin, Heidelberg, 2013, pp. 81–95.'
date_created: 2023-08-04T15:47:49Z
date_updated: 2023-10-16T13:47:58Z
department:
- _id: '34'
- _id: '819'
editor:
- first_name: Robin C.
  full_name: Purshouse, Robin C.
  last_name: Purshouse
- first_name: Peter J.
  full_name: Fleming, Peter J.
  last_name: Fleming
- first_name: Carlos M.
  full_name: Fonseca, Carlos M.
  last_name: Fonseca
- first_name: Salvatore
  full_name: Greco, Salvatore
  last_name: Greco
- first_name: Jane
  full_name: Shaw, Jane
  last_name: Shaw
language:
- iso: eng
page: 81–95
place: Berlin, Heidelberg
publication: Evolutionary Multi-Criterion Optimization
publication_identifier:
  isbn:
  - 978-3-642-37140-0
publisher: Springer Berlin Heidelberg
status: public
title: Preference Articulation by Means of the R2 Indicator
type: conference
user_id: '15504'
year: '2013'
...
---
_id: '46392'
abstract:
- lang: eng
  text: An indicator-based evolutionary multiobjective optimization algorithm (EMOA)
    is introduced which incorporates the contribution to the unary R2-indicator as
    the secondary selection criterion. First experiments indicate that the R2-EMOA
    accurately approximates the Pareto front of the considered continuous multiobjective
    optimization problems. Furthermore, decision makers’ preferences can be included
    by adjusting the weight vector distributions of the indicator which results in
    a focused search behavior.
author:
- first_name: Heike
  full_name: Trautmann, Heike
  id: '100740'
  last_name: Trautmann
  orcid: 0000-0002-9788-8282
- first_name: Tobias
  full_name: Wagner, Tobias
  last_name: Wagner
- first_name: Dimo
  full_name: Brockhoff, Dimo
  last_name: Brockhoff
citation:
  ama: 'Trautmann H, Wagner T, Brockhoff D. R2-EMOA: Focused Multiobjective Search
    Using R2-Indicator-Based Selection. In: Nicosia G, Pardalos P, eds. <i>Learning
    and Intelligent Optimization</i>. Springer Berlin Heidelberg; 2013:70–74.'
  apa: 'Trautmann, H., Wagner, T., &#38; Brockhoff, D. (2013). R2-EMOA: Focused Multiobjective
    Search Using R2-Indicator-Based Selection. In G. Nicosia &#38; P. Pardalos (Eds.),
    <i>Learning and Intelligent Optimization</i> (pp. 70–74). Springer Berlin Heidelberg.'
  bibtex: '@inproceedings{Trautmann_Wagner_Brockhoff_2013, place={Berlin, Heidelberg},
    title={R2-EMOA: Focused Multiobjective Search Using R2-Indicator-Based Selection},
    booktitle={Learning and Intelligent Optimization}, publisher={Springer Berlin
    Heidelberg}, author={Trautmann, Heike and Wagner, Tobias and Brockhoff, Dimo},
    editor={Nicosia, Giuseppe and Pardalos, Panos}, year={2013}, pages={70–74} }'
  chicago: 'Trautmann, Heike, Tobias Wagner, and Dimo Brockhoff. “R2-EMOA: Focused
    Multiobjective Search Using R2-Indicator-Based Selection.” In <i>Learning and
    Intelligent Optimization</i>, edited by Giuseppe Nicosia and Panos Pardalos, 70–74.
    Berlin, Heidelberg: Springer Berlin Heidelberg, 2013.'
  ieee: 'H. Trautmann, T. Wagner, and D. Brockhoff, “R2-EMOA: Focused Multiobjective
    Search Using R2-Indicator-Based Selection,” in <i>Learning and Intelligent Optimization</i>,
    2013, pp. 70–74.'
  mla: 'Trautmann, Heike, et al. “R2-EMOA: Focused Multiobjective Search Using R2-Indicator-Based
    Selection.” <i>Learning and Intelligent Optimization</i>, edited by Giuseppe Nicosia
    and Panos Pardalos, Springer Berlin Heidelberg, 2013, pp. 70–74.'
  short: 'H. Trautmann, T. Wagner, D. Brockhoff, in: G. Nicosia, P. Pardalos (Eds.),
    Learning and Intelligent Optimization, Springer Berlin Heidelberg, Berlin, Heidelberg,
    2013, pp. 70–74.'
date_created: 2023-08-04T15:47:00Z
date_updated: 2023-10-16T13:47:41Z
department:
- _id: '34'
- _id: '819'
editor:
- first_name: Giuseppe
  full_name: Nicosia, Giuseppe
  last_name: Nicosia
- first_name: Panos
  full_name: Pardalos, Panos
  last_name: Pardalos
language:
- iso: eng
page: 70–74
place: Berlin, Heidelberg
publication: Learning and Intelligent Optimization
publication_identifier:
  isbn:
  - 978-3-642-44973-4
publisher: Springer Berlin Heidelberg
status: public
title: 'R2-EMOA: Focused Multiobjective Search Using R2-Indicator-Based Selection'
type: conference
user_id: '15504'
year: '2013'
...
---
_id: '48889'
abstract:
- lang: eng
  text: Meta-heuristics are frequently used to tackle NP-hard combinatorial optimization
    problems. With this paper we contribute to the understanding of the success of
    2-opt based local search algorithms for solving the traveling salesperson problem
    (TSP). Although 2-opt is widely used in practice, it is hard to understand its
    success from a theoretical perspective. We take a statistical approach and examine
    the features of TSP instances that make the problem either hard or easy to solve.
    As a measure of problem difficulty for 2-opt we use the approximation ratio that
    it achieves on a given instance. Our investigations point out important features
    that make TSP instances hard or easy to be approximated by 2-opt.
author:
- first_name: Olaf
  full_name: Mersmann, Olaf
  last_name: Mersmann
- first_name: Bernd
  full_name: Bischl, Bernd
  last_name: Bischl
- first_name: Heike
  full_name: Trautmann, Heike
  last_name: Trautmann
- first_name: Markus
  full_name: Wagner, Markus
  last_name: Wagner
- first_name: Jakob
  full_name: Bossek, Jakob
  id: '102979'
  last_name: Bossek
  orcid: 0000-0002-4121-4668
- first_name: Frank
  full_name: Neumann, Frank
  last_name: Neumann
citation:
  ama: Mersmann O, Bischl B, Trautmann H, Wagner M, Bossek J, Neumann F. A Novel Feature-Based
    Approach to Characterize Algorithm Performance for the Traveling Salesperson Problem.
    <i>Annals of Mathematics and Artificial Intelligence</i>. 2013;69(2):151–182.
    doi:<a href="https://doi.org/10.1007/s10472-013-9341-2">10.1007/s10472-013-9341-2</a>
  apa: Mersmann, O., Bischl, B., Trautmann, H., Wagner, M., Bossek, J., &#38; Neumann,
    F. (2013). A Novel Feature-Based Approach to Characterize Algorithm Performance
    for the Traveling Salesperson Problem. <i>Annals of Mathematics and Artificial
    Intelligence</i>, <i>69</i>(2), 151–182. <a href="https://doi.org/10.1007/s10472-013-9341-2">https://doi.org/10.1007/s10472-013-9341-2</a>
  bibtex: '@article{Mersmann_Bischl_Trautmann_Wagner_Bossek_Neumann_2013, title={A
    Novel Feature-Based Approach to Characterize Algorithm Performance for the Traveling
    Salesperson Problem}, volume={69}, DOI={<a href="https://doi.org/10.1007/s10472-013-9341-2">10.1007/s10472-013-9341-2</a>},
    number={2}, journal={Annals of Mathematics and Artificial Intelligence}, author={Mersmann,
    Olaf and Bischl, Bernd and Trautmann, Heike and Wagner, Markus and Bossek, Jakob
    and Neumann, Frank}, year={2013}, pages={151–182} }'
  chicago: 'Mersmann, Olaf, Bernd Bischl, Heike Trautmann, Markus Wagner, Jakob Bossek,
    and Frank Neumann. “A Novel Feature-Based Approach to Characterize Algorithm Performance
    for the Traveling Salesperson Problem.” <i>Annals of Mathematics and Artificial
    Intelligence</i> 69, no. 2 (2013): 151–182. <a href="https://doi.org/10.1007/s10472-013-9341-2">https://doi.org/10.1007/s10472-013-9341-2</a>.'
  ieee: 'O. Mersmann, B. Bischl, H. Trautmann, M. Wagner, J. Bossek, and F. Neumann,
    “A Novel Feature-Based Approach to Characterize Algorithm Performance for the
    Traveling Salesperson Problem,” <i>Annals of Mathematics and Artificial Intelligence</i>,
    vol. 69, no. 2, pp. 151–182, 2013, doi: <a href="https://doi.org/10.1007/s10472-013-9341-2">10.1007/s10472-013-9341-2</a>.'
  mla: Mersmann, Olaf, et al. “A Novel Feature-Based Approach to Characterize Algorithm
    Performance for the Traveling Salesperson Problem.” <i>Annals of Mathematics and
    Artificial Intelligence</i>, vol. 69, no. 2, 2013, pp. 151–182, doi:<a href="https://doi.org/10.1007/s10472-013-9341-2">10.1007/s10472-013-9341-2</a>.
  short: O. Mersmann, B. Bischl, H. Trautmann, M. Wagner, J. Bossek, F. Neumann, Annals
    of Mathematics and Artificial Intelligence 69 (2013) 151–182.
date_created: 2023-11-14T15:58:59Z
date_updated: 2023-12-13T10:50:41Z
department:
- _id: '819'
doi: 10.1007/s10472-013-9341-2
intvolume: '        69'
issue: '2'
keyword:
- 2-opt
- 90B06
- Classification
- Feature selection
- MARS
- TSP
language:
- iso: eng
page: 151–182
publication: Annals of Mathematics and Artificial Intelligence
publication_identifier:
  issn:
  - 1012-2443
status: public
title: A Novel Feature-Based Approach to Characterize Algorithm Performance for the
  Traveling Salesperson Problem
type: journal_article
user_id: '102979'
volume: 69
year: '2013'
...
---
_id: '46394'
abstract:
- lang: eng
  text: Meta-heuristics are frequently used to tackle NP-hard combinatorial optimization
    problems. With this paper we contribute to the understanding of the success of
    2-opt based local search algorithms for solving the traveling salesperson problem
    (TSP). Although 2-opt is widely used in practice, it is hard to understand its
    success from a theoretical perspective. We take a statistical approach and examine
    the features of TSP instances that make the problem either hard or easy to solve.
    As a measure of problem difficulty for 2-opt we use the approximation ratio that
    it achieves on a given instance. Our investigations point out important features
    that make TSP instances hard or easy to be approximated by 2-opt.
author:
- first_name: O
  full_name: Mersmann, O
  last_name: Mersmann
- first_name: B
  full_name: Bischl, B
  last_name: Bischl
- first_name: Heike
  full_name: Trautmann, Heike
  id: '100740'
  last_name: Trautmann
  orcid: 0000-0002-9788-8282
- first_name: M
  full_name: Wagner, M
  last_name: Wagner
- first_name: Jakob
  full_name: Bossek, Jakob
  id: '102979'
  last_name: Bossek
  orcid: 0000-0002-4121-4668
- first_name: F
  full_name: Neumann, F
  last_name: Neumann
citation:
  ama: Mersmann O, Bischl B, Trautmann H, Wagner M, Bossek J, Neumann F. A Novel Feature-Based
    Approach to Characterize Algorithm Performance for the Traveling Salesman Problem.
    <i>Annals of Mathematics and Artificial Intelligence</i>. 2013;69:151–182.
  apa: Mersmann, O., Bischl, B., Trautmann, H., Wagner, M., Bossek, J., &#38; Neumann,
    F. (2013). A Novel Feature-Based Approach to Characterize Algorithm Performance
    for the Traveling Salesman Problem. <i>Annals of Mathematics and Artificial Intelligence</i>,
    <i>69</i>, 151–182.
  bibtex: '@article{Mersmann_Bischl_Trautmann_Wagner_Bossek_Neumann_2013, title={A
    Novel Feature-Based Approach to Characterize Algorithm Performance for the Traveling
    Salesman Problem}, volume={69}, journal={Annals of Mathematics and Artificial
    Intelligence}, author={Mersmann, O and Bischl, B and Trautmann, Heike and Wagner,
    M and Bossek, Jakob and Neumann, F}, year={2013}, pages={151–182} }'
  chicago: 'Mersmann, O, B Bischl, Heike Trautmann, M Wagner, Jakob Bossek, and F
    Neumann. “A Novel Feature-Based Approach to Characterize Algorithm Performance
    for the Traveling Salesman Problem.” <i>Annals of Mathematics and Artificial Intelligence</i>
    69 (2013): 151–182.'
  ieee: O. Mersmann, B. Bischl, H. Trautmann, M. Wagner, J. Bossek, and F. Neumann,
    “A Novel Feature-Based Approach to Characterize Algorithm Performance for the
    Traveling Salesman Problem,” <i>Annals of Mathematics and Artificial Intelligence</i>,
    vol. 69, pp. 151–182, 2013.
  mla: Mersmann, O., et al. “A Novel Feature-Based Approach to Characterize Algorithm
    Performance for the Traveling Salesman Problem.” <i>Annals of Mathematics and
    Artificial Intelligence</i>, vol. 69, 2013, pp. 151–182.
  short: O. Mersmann, B. Bischl, H. Trautmann, M. Wagner, J. Bossek, F. Neumann, Annals
    of Mathematics and Artificial Intelligence 69 (2013) 151–182.
date_created: 2023-08-04T15:48:57Z
date_updated: 2024-06-10T11:57:43Z
department:
- _id: '34'
- _id: '819'
intvolume: '        69'
language:
- iso: eng
page: 151–182
publication: Annals of Mathematics and Artificial Intelligence
status: public
title: A Novel Feature-Based Approach to Characterize Algorithm Performance for the
  Traveling Salesman Problem
type: journal_article
user_id: '15504'
volume: 69
year: '2013'
...
---
_id: '54933'
abstract:
- lang: eng
  text: In some patients with atypical cystic fibrosis (CF), only one allele of the
    CF transmembrane conductance regulator (CFTR) gene is affected. Mutations of the
    epithelial sodium channel (ENaC) may contribute to the pathophysiology of the
    disease in these patients. To functionally characterize a mutation in the $\beta$-subunit
    of ENaC ($\beta$V348M) recently identified in a patient with severe CF-like symptoms
    (Mutesa et al. 2009), we expressed wild-type (wt) $\alpha$$\beta$$\gamma$ENaC
    or mutant $\alpha$$\beta$V348M$\gamma$ENaC in Xenopus laevis oocytes. The $\beta$V348M
    mutation stimulated amiloride-sensitive whole-cell current ($\Delta$I(ami)) by
    $\sim$40% but had no effect on surface expression or single-channel conductance
    of ENaC. Instead the mutation increased channel open probability (P(o)). Proteolytic
    activation of mutant ENaC by chymotrypsin was reduced compared with that of wt
    ENaC ($\sim$3.0-fold vs. $\sim$4.2-fold), which is consistent with the increased
    baseline P(o) of mutant ENaC. Similarly, the ENaC activator S3969 stimulated mutant
    ENaC currents to a lesser degree (by $\sim$2.6-fold) than wt ENaC currents (by
    $\sim$3.5-fold). The gain-of-function effect of the $\beta$V348M mutation was
    confirmed by whole-cell current measurements in HEK293 cells transiently transfected
    with wt or mutant ENaC. Computational channel modeling in combination with functional
    expression of different $\beta$V348 mutants in oocytes suggests that the $\beta$V348M
    mutation increases channel P(o) by destabilizing the closed channel state. Our
    findings indicate that the gain-of-function effect of the $\beta$V348M mutation
    may contribute to CF pathophysiology by inappropriately increasing sodium and
    fluid absorption in the respiratory tract.
author:
- first_name: Robert
  full_name: Rauh, Robert
  last_name: Rauh
- first_name: Daniel
  full_name: Soell, Daniel
  last_name: Soell
- first_name: Silke
  full_name: Haerteis, Silke
  last_name: Haerteis
- first_name: Alexei
  full_name: Diakov, Alexei
  last_name: Diakov
- first_name: Viatcheslav
  full_name: Nesterov, Viatcheslav
  last_name: Nesterov
- first_name: Bettina
  full_name: Krueger, Bettina
  id: '49428'
  last_name: Krueger
  orcid: 0000-0001-5351-1785
- first_name: Heinrich
  full_name: Sticht, Heinrich
  last_name: Sticht
- first_name: Christoph
  full_name: Korbmacher, Christoph
  last_name: Korbmacher
citation:
  ama: Rauh R, Soell D, Haerteis S, et al. A mutation in the $\beta$-subunit of ENaC
    identified in a patient with cystic fibrosis-like symptoms has a gain-of-function
    effect. <i>American Journal of Physiology-Lung Cellular and Molecular Physiology</i>.
    2013;304(1):L43–L55. doi:<a href="https://doi.org/10.1152/ajplung.00093.2012">10.1152/ajplung.00093.2012</a>
  apa: Rauh, R., Soell, D., Haerteis, S., Diakov, A., Nesterov, V., Krueger, B., Sticht,
    H., &#38; Korbmacher, C. (2013). A mutation in the $\beta$-subunit of ENaC identified
    in a patient with cystic fibrosis-like symptoms has a gain-of-function effect.
    <i>American Journal of Physiology-Lung Cellular and Molecular Physiology</i>,
    <i>304</i>(1), L43–L55. <a href="https://doi.org/10.1152/ajplung.00093.2012">https://doi.org/10.1152/ajplung.00093.2012</a>
  bibtex: '@article{Rauh_Soell_Haerteis_Diakov_Nesterov_Krueger_Sticht_Korbmacher_2013,
    title={A mutation in the $\beta$-subunit of ENaC identified in a patient with
    cystic fibrosis-like symptoms has a gain-of-function effect}, volume={304}, DOI={<a
    href="https://doi.org/10.1152/ajplung.00093.2012">10.1152/ajplung.00093.2012</a>},
    number={1}, journal={American Journal of Physiology-Lung Cellular and Molecular
    Physiology}, publisher={American Physiological Society}, author={Rauh, Robert
    and Soell, Daniel and Haerteis, Silke and Diakov, Alexei and Nesterov, Viatcheslav
    and Krueger, Bettina and Sticht, Heinrich and Korbmacher, Christoph}, year={2013},
    pages={L43–L55} }'
  chicago: 'Rauh, Robert, Daniel Soell, Silke Haerteis, Alexei Diakov, Viatcheslav
    Nesterov, Bettina Krueger, Heinrich Sticht, and Christoph Korbmacher. “A Mutation
    in the $\beta$-Subunit of ENaC Identified in a Patient with Cystic Fibrosis-like
    Symptoms Has a Gain-of-Function Effect.” <i>American Journal of Physiology-Lung
    Cellular and Molecular Physiology</i> 304, no. 1 (2013): L43–L55. <a href="https://doi.org/10.1152/ajplung.00093.2012">https://doi.org/10.1152/ajplung.00093.2012</a>.'
  ieee: 'R. Rauh <i>et al.</i>, “A mutation in the $\beta$-subunit of ENaC identified
    in a patient with cystic fibrosis-like symptoms has a gain-of-function effect,”
    <i>American Journal of Physiology-Lung Cellular and Molecular Physiology</i>,
    vol. 304, no. 1, pp. L43–L55, 2013, doi: <a href="https://doi.org/10.1152/ajplung.00093.2012">10.1152/ajplung.00093.2012</a>.'
  mla: Rauh, Robert, et al. “A Mutation in the $\beta$-Subunit of ENaC Identified
    in a Patient with Cystic Fibrosis-like Symptoms Has a Gain-of-Function Effect.”
    <i>American Journal of Physiology-Lung Cellular and Molecular Physiology</i>,
    vol. 304, no. 1, American Physiological Society, 2013, pp. L43–L55, doi:<a href="https://doi.org/10.1152/ajplung.00093.2012">10.1152/ajplung.00093.2012</a>.
  short: R. Rauh, D. Soell, S. Haerteis, A. Diakov, V. Nesterov, B. Krueger, H. Sticht,
    C. Korbmacher, American Journal of Physiology-Lung Cellular and Molecular Physiology
    304 (2013) L43–L55.
date_created: 2024-06-30T13:47:44Z
date_updated: 2024-06-30T13:47:56Z
department:
- _id: '35'
- _id: '22'
doi: 10.1152/ajplung.00093.2012
intvolume: '       304'
issue: '1'
language:
- iso: eng
page: L43–L55
publication: American Journal of Physiology-Lung Cellular and Molecular Physiology
publisher: American Physiological Society
status: public
title: A mutation in the $\beta$-subunit of ENaC identified in a patient with cystic
  fibrosis-like symptoms has a gain-of-function effect
type: journal_article
user_id: '49428'
volume: 304
year: '2013'
...
---
_id: '36919'
abstract:
- lang: eng
  text: Faced with increasing demands on energy efficiency, current electronic systems
    operate according to complex power management schemes including more and more
    fine-grained voltage frequency scaling and power shutdown scenarios. Consequently,
    validation of the power design intent should begin as early as possible at electronic
    system-level (ESL) together with first executable system specifications for integrity
    tests. However, today's system-level design methodologies usually focus on the
    abstraction of digital logic and time, so that typical low-power aspects cannot
    be considered so far. In this paper, we present a high-level modeling approach
    on top of the SystemC/TLM standard to simulate power distribution and voltage
    based implications in a "loosely-timed" functional execution context. The approach
    reuses legacy TLM models and prevents the need for detailed lock-step process
    synchronization in contrast to existing methods. A case study derived from an
    open source low-power design demonstrates the efficiency of our approach in terms
    of simulation performance and testability.
author:
- first_name: Fabian
  full_name: Mischkalla, Fabian
  last_name: Mischkalla
- first_name: Wolfgang
  full_name: Müller, Wolfgang
  id: '16243'
  last_name: Müller
citation:
  ama: 'Mischkalla F, Müller W. Efficient Power-Intent Validation Using “Loosely-Timed”
    Simulation Models: A Non-Invasive Approach. In: IEEE; 2013. doi:<a href="https://doi.org/10.1109/PATMOS.2013.6662171">10.1109/PATMOS.2013.6662171</a>'
  apa: 'Mischkalla, F., &#38; Müller, W. (2013). <i>Efficient Power-Intent Validation
    Using “Loosely-Timed” Simulation Models: A Non-Invasive Approach</i>. 23rd International
    Workshop on Power and Timing Modeling, Optimization and Simulation (PATMOS). <a
    href="https://doi.org/10.1109/PATMOS.2013.6662171">https://doi.org/10.1109/PATMOS.2013.6662171</a>'
  bibtex: '@inproceedings{Mischkalla_Müller_2013, place={Karlsruhe}, title={Efficient
    Power-Intent Validation Using “Loosely-Timed” Simulation Models: A Non-Invasive
    Approach}, DOI={<a href="https://doi.org/10.1109/PATMOS.2013.6662171">10.1109/PATMOS.2013.6662171</a>},
    publisher={IEEE}, author={Mischkalla, Fabian and Müller, Wolfgang}, year={2013}
    }'
  chicago: 'Mischkalla, Fabian, and Wolfgang Müller. “Efficient Power-Intent Validation
    Using ‘Loosely-Timed’ Simulation Models: A Non-Invasive Approach.” Karlsruhe:
    IEEE, 2013. <a href="https://doi.org/10.1109/PATMOS.2013.6662171">https://doi.org/10.1109/PATMOS.2013.6662171</a>.'
  ieee: 'F. Mischkalla and W. Müller, “Efficient Power-Intent Validation Using ‘Loosely-Timed’
    Simulation Models: A Non-Invasive Approach,” presented at the 23rd International
    Workshop on Power and Timing Modeling, Optimization and Simulation (PATMOS), 2013,
    doi: <a href="https://doi.org/10.1109/PATMOS.2013.6662171">10.1109/PATMOS.2013.6662171</a>.'
  mla: 'Mischkalla, Fabian, and Wolfgang Müller. <i>Efficient Power-Intent Validation
    Using “Loosely-Timed” Simulation Models: A Non-Invasive Approach</i>. IEEE, 2013,
    doi:<a href="https://doi.org/10.1109/PATMOS.2013.6662171">10.1109/PATMOS.2013.6662171</a>.'
  short: 'F. Mischkalla, W. Müller, in: IEEE, Karlsruhe, 2013.'
conference:
  name: 23rd International Workshop on Power and Timing Modeling, Optimization and
    Simulation (PATMOS)
date_created: 2023-01-16T12:08:03Z
date_updated: 2023-01-16T12:08:17Z
department:
- _id: '672'
doi: 10.1109/PATMOS.2013.6662171
keyword:
- Time-varying systems
- Time-domain analysis
- Synchronization
- Context modeling
- Clocks
- Semantics
- Standards
language:
- iso: eng
place: Karlsruhe
publication_identifier:
  eisbn:
  - 978-1-4799-1170-7
publisher: IEEE
status: public
title: 'Efficient Power-Intent Validation Using "Loosely-Timed" Simulation Models:
  A Non-Invasive Approach'
type: conference
user_id: '5786'
year: '2013'
...
---
_id: '37412'
alternative_title:
- Ökonomischer Zwang, ökologisches Gewissen und globale Konflikte
author:
- first_name: Regine
  full_name: Bigga, Regine
  id: '620'
  last_name: Bigga
citation:
  ama: Bigga R. Ernährung- und Konsumbildung. <i>Haushalt in Bildung und Forschung</i>.
    Published online 2013.
  apa: Bigga, R. (2013). Ernährung- und Konsumbildung. In <i>Haushalt in Bildung und
    Forschung</i>. Verlag Barbara Budrich.
  bibtex: '@article{Bigga_2013, place={Leverkusen}, title={Ernährung- und Konsumbildung},
    journal={Haushalt in Bildung und Forschung}, publisher={Verlag Barbara Budrich},
    author={Bigga, Regine}, year={2013} }'
  chicago: 'Bigga, Regine. “Ernährung- und Konsumbildung.” <i>Haushalt in Bildung
    und Forschung</i>. Leverkusen: Verlag Barbara Budrich, 2013.'
  ieee: R. Bigga, “Ernährung- und Konsumbildung,” <i>Haushalt in Bildung und Forschung</i>.
    Verlag Barbara Budrich, Leverkusen, 2013.
  mla: Bigga, Regine. “Ernährung- und Konsumbildung.” <i>Haushalt in Bildung und Forschung</i>,
    Verlag Barbara Budrich, 2013.
  short: R. Bigga, Haushalt in Bildung und Forschung (2013).
date_created: 2023-01-18T13:49:40Z
date_updated: 2023-01-19T11:19:21Z
department:
- _id: '35'
- _id: '17'
- _id: '22'
- _id: '396'
- _id: '394'
language:
- iso: ger
place: Leverkusen
publication: Haushalt in Bildung und Forschung
publication_identifier:
  issn:
  - 2193-8806
publisher: Verlag Barbara Budrich
status: public
title: Ernährung- und Konsumbildung
type: review
user_id: '61597'
year: '2013'
...
---
_id: '36066'
author:
- first_name: Cornelia
  full_name: Lorenz, Cornelia
  id: '29788'
  last_name: Lorenz
citation:
  ama: Lorenz C. Niederdeutsche Lexeme im Regiolekt – eine empirische Studie unter
    Einheimischen und Zugezogenen in Ostwestfalen. <i> Quaderni di Palazzo Serra 22</i>.
    Published online 2013:135-143.
  apa: Lorenz, C. (2013). Niederdeutsche Lexeme im Regiolekt – eine empirische Studie
    unter Einheimischen und Zugezogenen in Ostwestfalen. <i> Quaderni di Palazzo Serra
    22</i>, 135–143.
  bibtex: '@article{Lorenz_2013, title={Niederdeutsche Lexeme im Regiolekt – eine
    empirische Studie unter Einheimischen und Zugezogenen in Ostwestfalen}, journal={
    Quaderni di Palazzo Serra 22}, publisher={Università die Genova}, author={Lorenz,
    Cornelia}, year={2013}, pages={135–143} }'
  chicago: Lorenz, Cornelia. “Niederdeutsche Lexeme im Regiolekt – eine empirische
    Studie unter Einheimischen und Zugezogenen in Ostwestfalen.” <i> Quaderni di Palazzo
    Serra 22</i>, 2013, 135–43.
  ieee: C. Lorenz, “Niederdeutsche Lexeme im Regiolekt – eine empirische Studie unter
    Einheimischen und Zugezogenen in Ostwestfalen,” <i> Quaderni di Palazzo Serra
    22</i>, pp. 135–143, 2013.
  mla: Lorenz, Cornelia. “Niederdeutsche Lexeme im Regiolekt – eine empirische Studie
    unter Einheimischen und Zugezogenen in Ostwestfalen.” <i> Quaderni di Palazzo
    Serra 22</i>, Università die Genova, 2013, pp. 135–43.
  short: C. Lorenz,  Quaderni di Palazzo Serra 22 (2013) 135–143.
date_created: 2023-01-11T11:35:37Z
date_updated: 2023-01-20T12:45:21Z
department:
- _id: '115'
language:
- iso: ger
page: 135-143
publication: ' Quaderni di Palazzo Serra 22'
publication_status: published
publisher: Università die Genova
status: public
title: Niederdeutsche Lexeme im Regiolekt – eine empirische Studie unter Einheimischen
  und Zugezogenen in Ostwestfalen
type: journal_article
user_id: '29788'
year: '2013'
...