Koen van der Blom

Post-doctoral researcher at the Leiden Institute of Advanced Computer Science (LIACS), Leiden University [staff profile]
Member of the ADA research group
Previously part of the Multicriteria Optimization and Decision Analysis (MODA) and Natural Computing (NACO) research groups
Contact: k.van.der.blom@liacs.leidenuniv.nl
ORCID: 0000-0002-4653-0707
Google Scholar
ResearchGate

Publications

No access? PDFs are available via email on request.

Accepted

  • [] Boonstra S., Blom K. van der, Hofmeyer H., Emmerich M.T.M. (accepted), Co-Evolutionary Design Processes Applied to Building Spatial Design Optimization. In: 13th World Congress of Structural and Multidisciplinary Optimization: 1-6.
    Conference paper: refereed

Papers

  • [PDF|slides] Blom K. van der, Yang K., Bäck T. & Emmerich M.T.M. (2019-02-12), Towards Multi-objective Mixed Integer Evolution Strategies. In: Emmerich M.T.M., Deutz A.H., Hille S.C., Sergeyev Y.D. (Eds.) Proceedings LeGO - 14th International Global Optimization Workshop: AIP Publishing. 020046-1--020046-4.
    Workshop paper: refereed
  • [PDF|slides] Yang K., Blom K. van der, Bäck T. & Emmerich M.T.M. (2019-02-12), Towards Single- and Multiobjective Bayesian Global Optimization for Mixed Integer Problems. In: Emmerich M.T.M., Deutz A.H., Hille S.C., Sergeyev Y.D. (Eds.) Proceedings LeGO - 14th International Global Optimization Workshop: AIP Publishing. 020044-1--020044-4.
    Workshop paper: refereed
  • [PDF|slides] Blom K. van der, Boonstra S., Hofmeyer H. & Emmerich M.T.M. (2019-02-03), Analysing Optimisation Data for Multicriteria Building Spatial Design. In: Deb K., Coello Coello C.A., Klamroth K., Miettinen K., Mostaghim S., Reed P. (Eds.) Evolutionary Multi-Criterion Optimization: Springer. 671-682.
    Conference paper: refereed
  • [PDF] Boonstra S., Blom K. van der, Hofmeyer H., Buijs J. van den & Emmerich M.T.M. (2018-10-04), Coupling Between a Building Spatial Design Optimisation Toolbox and BouwConnect BIM. In: Mutis I., Hartmann T. (Eds.) Advances in Informatics and Computing in Civil and Construction Engineering - Proceedings of the 35th CIB W78 2018 Conference: IT in Design, Construction, and Management: Springer. 95-102.
    Conference paper: refereed
  • [PDF|slides] Blom K. van der & Bäck T. (2018-07-15), A New Foraging-Based Algorithm for Online Scheduling. In: Proceedings of the 2018 Genetic and Evolutionary Computation Conference: ACM. 53-60.
    Conference paper: refereed
  • [PDF] Blom K. van der, Boonstra S., Wang H., Hofmeyer H. & Emmerich M.T.M. (2018-07-13), Evaluating Memetic Building Spatial Design Optimisation Using Hypervolume Indicator Gradient Ascent. In: Trujillo L., Schütze O., Maldonado Y., Valle P. (Eds.) Numerical and Evolutionary Optimization – NEO 2017: Springer. 62-86.
    Book chapter: refereed
  • [PDF] Boonstra S., Blom K. van der, Hofmeyer H., Emmerich M.T.M., Schijndel J. van & Wilde P. de (2018-03-20), Toolbox for super-structured and super-structure free multi-disciplinary building spatial design optimisation. In: Advanced Engineering Informatics 36: Elsevier. 86-100.
    Journal paper: refereed
  • [PDF] Boonstra S., Blom K. van der, Hofmeyer H. & Emmerich M.T.M. (2017-07-10), Combined Super-Structured and Super-Structure Free Optimisation of Building Spatial Designs. In: Koch C., Tizani W., Ninić J. (Eds.) 24rd International Workshop of the European Group for Intelligent Computing in Engineering: University of Nottingham. 23-34.
    Conference paper: refereed
  • [PDF|slides] Blom K. van der, Boonstra S., Hofmeyer H., Bäck T. & Emmerich M.T.M. (2017-06-05), Configuring Advanced Evolutionary Algorithms for Multicriteria Building Spatial Design Optimisation. In: 2017 IEEE Congress on Evolutionary Computation (CEC): IEEE. 1803-1810.
    Conference paper: refereed
  • [PDF|poster] Blom K. van der, Boonstra S., Hofmeyer H. & Emmerich M.T.M. (2016-09-17), Multicriteria Building Spatial Design with Mixed Integer Evolutionary Algorithms. In: Handl J., Hart E., Lewis P.R., López-Ibáñez M., Ochoa G., Paechter B. (Eds.) Parallel Problem Solving from Nature – PPSN XIV: Springer International Publishing AG. 453-462.
    Conference paper: refereed
  • [PDF] Boonstra S., Blom K. van der, Hofmeyer H., Amor R. & Emmerich M.T.M. (2016-06-29), Super-Structure and Super-Structure Free Design Search Space Representations for a Building Spatial Design in Multi-Disciplinary Building Optimisation. In: Electronic proceedings of the 23rd International Workshop of the European Group for Intelligent Computing in Engineering: Jagiellonian University ZPGK. 1-10. Recipient of the EG ICE 2016 Best Paper Award.
    Conference paper: refereed
  • [PDF|slides] Blom K. van der, Boonstra S., Hofmeyer H. & Emmerich M.T.M. (2016-06-05), A Super-Structure Based Optimisation Approach for Building Spatial Designs. In: Papadrakakis M., Papadopoulos V., Stefanou G., Plevris V. (Eds.) Proceedings of the VII European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2016): National Technical University of Athens. 3409-3422.
    Conference paper: refereed

Abstracts

  • [PDF|slides] Blom K. van der, Boonstra S., Emmerich M.T.M. & Hofmeyer H. (2017-09-29), Hypervolume Gradient Ascent for Memetic Building Spatial Design Optimisation. In: Numerical and Evolutionary Optimization Workshop 2017. Tijuana, Mexico.
    Abstract

Miscellaneous

  • [PDF|slides] Blom K. van der (2014-11-11), Insect Division of Labour Applied to Online Scheduling. Supervision: Bäck T. & Emmerich M.T.M.
    Master's thesis
  • [PDF] Blom K. van der (2013-12-18), Qualities of Colony Insect Division of Labour Models. Supervision: Bäck T.
    Three month master's research project

Teaching

Assistance

  • [web] Databases (DB). Lecturer: Michael Emmerich. Feb. 2018-June 2018
    Bachelor Informatica, 1st year
  • [web] Natural Computing (NACO). Lecturer: Thomas Bäck. Sept. 2017-Jan. 2018
    Bachelor Informatica, 3rd year
  • [web] Multicriteria Optimization and Decision Analysis (MODA). Lecturer: Michael Emmerich. Sept. 2017-Jan. 2018
    Master Computer Science
  • [web] Natural Computing (NACO). Lecturer: Thomas Bäck. Feb. 2017-June 2017
    Bachelor Informatica, 3rd year
  • [web] Bayesian Networks (BN). Lecturer: Peter Lucas. Feb. 2017-June 2017
    Master Computer Science
  • [web] Multicriteria Optimization and Decision Analysis (MODA). Lecturer: Michael Emmerich. Sept. 2016-Jan. 2017
    Master Computer Science
  • [web] Natural Computing (NACO). Lecturer: Thomas Bäck. Feb. 2016-June 2016
    Bachelor Informatica, 3rd year
  • [web] Multicriteria Optimization and Decision Analysis (MODA). Lecturer: Michael Emmerich. Sept. 2015-Jan. 2016
    Master Computer Science