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Expedite EM-driven Multi-objective Antenna Design Using Surrogate-Based Optimization

2013/11/B/ST7/04325

Keywords

Descriptors

  • ST7_6: Technologie telekomunikacyjne, technologie wysokiej częstotliwości
  • ST1_18: Zastosowania matematyki w innych naukach
  • ST7_3: Inżynieria symulacji i modelowania

Panel

ST7 – Systems and communication engineering: electronics, communication, optoelectronics

Host institution

Politechnika Gdańska, Wydział Elektroniki, Telekomunikacji i Informatyki

Voivodeship: pomorskie

Other projects carried out by the institution »

Principal investigator (from the host institution)

prof. Sławomir Marcin Kozieł

Number of co-investigators in the project: 3

Call

OPUS 6 – announced on 2013-09-16

Amount awarded
499 980 PLN
Project start date
2014-07-16
Project end date
2017-09-17
Project duration
38 months (the same as in the proposal)
Project status
Project settled

Information in the final report

Publication in academic press/journals (14)

  1. Efficient Multi-Objective Simulation-Driven Antenna Design Using Co-Kriging

    Authors:
    S. Koziel, A. Bekasiewicz, I. Couckuyt, T. Dhaene
    Academic press:
    IEEE Trans. Antennas Prop. (year: 2014, volume: 62, pages: 5900-5905), Publisher: IEEE
    Status:
    Published
    DOI:
    10.1109/TAP.2014.2354673 – link to the publication

  2. Fast Multiobjective Optimization of Narrowband Antennas Using RSA Models and Design Space Reduction

    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    IEEE Antennas and Wireless Propagation Letters (year: 2015, volume: 14, pages: 450-453), Publisher: IEEE
    Status:
    Published
    DOI:
    10.1109/LAWP.2014.2367128 – link to the publication

  3. Patch size setup and performance/cost trade-offs in multi-objective EM-driven antenna optimization using sequential domain patching

    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    Engineering Computations (year: 2017, volume: 34, pages: 1070-1081), Publisher: Emerald Insight
    Status:
    Published
    DOI:
    10.1108/EC-03-2016-0085 – link to the publication

  4. Scalability of surrogate-assisted multi-objective optimization of antenna structures exploiting variable-fidelity electromagnetic simulation models

    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    Engineering Optimization (year: 2016, volume: 48, pages: 1778-1792), Publisher: Taylor and Francis
    Status:
    Published
    DOI:
    10.1080/0305215X.2015.1137565 – link to the publication

  5. Recent Developments in Simulation-Driven Multi-Objective Design of Antennas

    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    Bulletin of the Polish Academy of Sciences. Technical Sciences (year: 2015, volume: 63, pages: 781-789), Publisher: Polish Academy of Sciences
    Status:
    Published
    DOI:
    10.1515/bpasts-2015-0089 – link to the publication

  6. Structure and computationally-efficient simulation-driven design of compact UWB monopole antenna

    Authors:
    A. Bekasiewicz, S. Koziel
    Academic press:
    IEEE Antennas and Wireless Propagation Letters (year: 2015, volume: 15, pages: 1282-1285), Publisher: IEEE
    Status:
    Published
    DOI:
    10.1109/LAWP.2015.2402282 – link to the publication

  7. Multi-objective antenna design by means of sequential domain patching

    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    IEEE Antennas and Wireless Propagation LettersIEEE (year: 2016, volume: 15, pages: 1089-1092), Publisher: IEEE
    Status:
    Published
    DOI:
    10.1109/LAWP.2015.2493240 – link to the publication

  8. Multi-objective optimization of expensive electromagnetic simulation models

    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    Applied Soft Computing (year: 2016, volume: 47, pages: 332-342), Publisher: Science Direct
    Status:
    Published
    DOI:
    10.1016/j.asoc.2016.05.033 – link to the publication

  9. Rapid multi-objective antenna design using point-by-point Pareto set identification and local surrogate models

    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    IEEE Transactions on Antennas and Propagation (year: 2016, volume: 64, pages: 2551-2556), Publisher: IEEE
    Status:
    Published
    DOI:
    10.1109/TAP.2016.2550034 – link to the publication

  10. Pareto ranking bisection algorithm for expedited multi-objective optimization of antenna structures

    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    IEEE Antennas and Wireless Propagation Letters (year: 2017, volume: 16, pages: 1488 - 1491), Publisher: IEEE
    Status:
    Published
    DOI:
    10.1109/LAWP.2016.2646842 – link to the publication

  11. Low-cost multi-objective optimization and experimental validation of UWB MIMO antenna

    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    Engineering Computations (year: 2016, volume: 33, pages: 1246-1258), Publisher: Emerald Insight
    Status:
    Published
    DOI:
    10.1108/EC-07-2015-0201 – link to the publication

  12. Fast multi-objective surrogate-assisted design of multi-parameter antenna structures through rotational design space reduction

    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    IET Microwaves Antennas Propagation (year: 2016, volume: 10, pages: 624-630), Publisher: IET
    Status:
    Published
    DOI:
    10.1049/iet-map.2015.0631 – link to the publication

  13. Rapid simulation-driven multiobjective design optimization of decomposable compact microwave passives

    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    IEEE Transactions on Microwave Theory and Techniques (year: 2016, volume: 64, pages: 2454-2461), Publisher: IEEE
    Status:
    Published
    DOI:
    10.1109/TMTT.2016.2583427 – link to the publication

  14. Rapid multi-objective design optimization of compact microwave couplers by means of physics-based surrogates

    Authors:
    S. Koziel, A. Bekasiewicz, P. Kurgan, J.W. Bandler
    Academic press:
    IET Microwaves Antennas Propagation (year: 2016, volume: 10, pages: 479-486), Publisher: IET
    Status:
    Published
    DOI:
    10.1049/iet-map.2015.0279 – link to the publication

Articles in post-conference publications (21)

  1. On ultra-wideband antenna miniaturization involving efficiency and matching constraints

    Authors:
    S. Koziel, A. Bekasiewicz, Q.S. Cheng, S. Li
    Conference:
    European Conference on Antennas and Propagation (year: 2017, pages: 3264-3468), Publisher: IEEE
    Date:
    conference 19-24 marca, 2017
    Status:
    Published

  2. Multi-objective design of miniaturized impedance transformers by domain segmentation

    Authors:
    S. Koziel, A. Bekasiewicz, Q.S. Cheng, Q. Zhang
    Conference:
    , IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization for RF, Microwave, and Terahertz Applications (year: 2017, pages: 46025), Publisher: IEEE
    Date:
    conference 17-19 maja, 2017
    Status:
    Published

  3. Low-cost surrogate modeling for rapid design optimization of antenna structures

    Authors:
    S. Koziel, A. Bekasiewicz
    Conference:
    European Antenna and Propagation Conference (year: 2017, pages: 1924-1927), Publisher: IEEE
    Date:
    conference 19-24 marca, 2017
    Status:
    Published

  4. Accelerated multi-objective design optimization of antennas by surrogate modeling and domain segmentation

    Authors:
    S. Koziel, A. Bekasiewicz, Q.S. Cheng, S. Li
    Conference:
    European Conference on Antennas and Propagation (year: 2017, pages: 3254-3258), Publisher: IEEE
    Date:
    conference 19-24 marca 2017
    Status:
    Published

  5. Pareto ranking bisection algorithm for rapid multi-objective design of antenna structures

    Authors:
    3.S. Koziel, A. Bekasiewicz, Q.S. Cheng, Q. Zhang
    Conference:
    IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization for RF, Microwave, and Terahertz Applications (year: 2017, pages: 131-133), Publisher: IEEE
    Date:
    conference 17-19 maja
    Status:
    Published

  6. Pareto ranking bisection algorithm for EM-driven multi-objective design of antennas in highly-dimensional parameter spaces

    Authors:
    2.A. Bekasiewicz, S. Koziel, L. Leifsson, and X. Du
    Conference:
    International Conference on Computational Science (year: 2017, pages: 1453-1462), Publisher: Science Direct
    Date:
    conference 11-13 czerwca
    Status:
    Published

  7. EM-driven multi-objective design of compact impedance transformers using Pareto ranking bisection algorithm

    Authors:
    1.A. Bekasiewicz, S. Koziel, and J.W. Bandler
    Conference:
    International Applied Computational Electromagnetics Society Symposium (year: 2017, pages: 46024), Publisher: IEEE
    Date:
    conference 1-4 sierpnia
    Status:
    Published

  8. Rapid Multi-Objective Optimization of a MIMO Antenna for UWB Applications

    Authors:
    A. Bekasiewicz, S. Koziel
    Conference:
    Loughborough Antennas & Propagation Conference (year: 2014, pages: 500-503), Publisher: IEEE
    Date:
    conference 10-11 November
    Status:
    Published
    DOI:
    link to the publication

  9. Multi-Objective Design of Compact RF/Microwave Components Using Decomposition and Surrogate Modeling

    Authors:
    S. Koziel, A. Bekasiewicz
    Conference:
    European Microwave Integrated Circuits Conference (year: 2015, pages: 211-214), Publisher: IEEE
    Date:
    conference 7-8 September
    Status:
    Published
    DOI:
    link to the publication

  10. Computationally-Efficient Multi-Objective Optimization of Antenna Structures Using Point-By-Point Pareto Set Identification and Local Approximation Surrogates

    Authors:
    S. Koziel, A. Bekasiewicz
    Conference:
    2015 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO) (year: 2015, pages: 46025), Publisher: IEEE
    Date:
    conference 11-14 August
    Status:
    Published
    DOI:
    link to the publication

  11. Rotational Design Space Reduction for Cost-Efficient Multi-Objective Antenna Optimization

    Authors:
    S. Koziel, A. Bekasiewicz
    Conference:
    European Conference on Antennas and Propagation (year: 2015, pages: 46026), Publisher: IEEE Conference Publications
    Date:
    conference 13-17 May
    Status:
    Published
    DOI:
    link to the publication

  12. Expedited Multi-Objective Design Optimization of Miniaturized Microwave Structures Using Physics-Based Surrogates

    Authors:
    S. Koziel, A. Bekasiewicz, P. Kurgan, J.W. Bandler
    Conference:
    International Microwave Symposium (year: 2015, pages: 46025), Publisher: IEEE
    Date:
    conference 17-22 May
    Status:
    Published
    DOI:
    link to the publication

  13. Multi-objective antenna design using sequential domain patching with automated determination of patch size

    Authors:
    S. Koziel, A. Bekasiewicz
    Conference:
    European Conference on Antennas and Propagation (year: 2016, pages: 46027), Publisher: IEEE
    Date:
    conference 10-16 April
    Status:
    Published

  14. Cost-efficient multi-objective design optimization of antennas in highly-dimensional parameter spaces

    Authors:
    A. Bekasiewicz, S. Koziel
    Conference:
    International Review of Progress in Applied Computational Electromagnetics (year: 2016, pages: 46024), Publisher: IEEE
    Date:
    conference 13-17 March
    Status:
    Published

  15. Low-cost multi-objective optimization of antennas using Pareto front exploration and response features

    Authors:
    S. Koziel, A. Bekasiewicz
    Conference:
    IEEE International Symposium on Antennas and Propagation (year: 2016, pages: 46024), Publisher: IEEE
    Date:
    conference 26 June - 1 July
    Status:
    Published
    DOI:
    link to the publication

  16. Multi-objective optimization microwave couplers using corrected domain patching

    Authors:
    S. Koziel, A. Bekasiewicz
    Conference:
    European Microwave Conference (year: 2016, pages: 46026), Publisher: IEEE
    Date:
    conference 3-4 Oct.
    Status:
    Published
    DOI:
    link to the publication

  17. Patch size setup and performance/cost trade-offs in multi-objective antenna optimization using domain patching technique

    Authors:
    S. Koziel, A. Bekasiewicz, Q.S. Cheng
    Conference:
    IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization for RF, Microwave, and Terahertz Applications (year: 2016, pages: 46024), Publisher: IEEE
    Date:
    conference 27-29 July
    Status:
    Published
    DOI:
    link to the publication

  18. Performance comparison of compact UWB antennas through multi-objective optimization

    Authors:
    S. Koziel, A. Bekasiewicz
    Conference:
    Loughborough Antennas & Propagation Conference (year: 2016, pages: 46027), Publisher: IEEE
    Date:
    conference 14-15 Nov.
    Status:
    Published
    DOI:
    link to the publication

  19. Low-cost multi-objective design of compact microwave structures using domain patching

    Authors:
    A. Bekasiewicz, S. Koziel
    Conference:
    IEEE International Microwave Symposium (year: 2016, pages: 46025), Publisher: IEEE
    Date:
    conference 22-27 May
    Status:
    Published
    DOI:
    link to the publication

  20. Fast Multi-Objective Antenna Optimization Using Sequential Patching and Variable-Fidelity EM Models

    Authors:
    S. Koziel, A. Bekasiewicz
    Conference:
    Loughborough Antennas & Propagation Conference (year: 2015, pages: 46026), Publisher: IEEE
    Date:
    conference 2-3 November
    Status:
    Published
    DOI:
    link to the publication

  21. Sequential domain patching for computationally feasible multi-objective optimization of expensive electromagnetic simulation models

    Authors:
    A. Bekasiewicz, S. Koziel, L. Leifsson
    Conference:
    International Conference on Computational Science (year: 2016, pages: 1093-1102), Publisher: Science Direct
    Date:
    conference 6-8 June
    Status:
    Published
    DOI:
    link to the publication

Book publications / chapters in book publications (1)

  1. Expedited simulation-driven multi-objective design optimization of quasi-isotropic dielectric resonator antenna

    Authors:
    A. Bekasiewicz, S. Koziel, W. Zieniutycz, L. Leifsson
    Book:
    Simulation-driven modeling and optimization (year: 2016, volume: 153, pages: 207-231), Publisher: Springer
    Status:
    Published
    DOI:
    link to the publication

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Graphic design and implementation: Jakub Piotrowski