Koen van der Blom
Onderzoeker / gast
- Naam
- Dr. K. van der Blom
- Telefoon
- +31 71 527 4799
- k.van.der.blom@liacs.leidenuniv.nl
- ORCID iD
- 0000-0002-4653-0707
Lees meer over Koen op zijn Engelstalige profielpagina.
Onderzoeker / gast
- Wiskunde en Natuurwetenschappen
- Leiden Inst of Advanced Computer Science
- Blom K. van der, Hoos H.H., Luo C. & Rook J.G. (2022), Sparkle: toward accessible meta-algorithmics for improving the state of the art in solving challenging problems, IEEE Transactions on Evolutionary Computation 26(6): 1351-1364.
- Boonstra S., Blom K. van der, Hofmeyer H. & Emmerich M.T.M. (2021), Hybridization of an evolutionary algorithm and simulations of co-evolutionary design processes for early-stage building spatial design optimization, Automation in Construction 124: 103522.
- Serban A., Blom K. van der, Hoos H.H. & Visser J. (2021), Practices for engineering trustworthy machine learning applications, 2021 IEEE/ACM 1st Workshop on AI engineering - software engineering for AI (WAIN). 2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI (WAIN) 30 mei 2021 - 31 mei 2021: IEEE. 97-100.
- Blom K. van der, Serban A.C., Hoos H.H. & Visser J.M.W. (2021), AutoML adoption in ML software. In: 8th ICML Workshop on automated machine learning..
- Serban A., Blom K. van der, Hoos H.H. & Visser J.M.W. (2020), Adoption and effects of software engineering best practices in machine learning. In: Proceedings of the 14th ACM / IEEE international symposium on empirical software engineering and measurement (ESEM). New York, NY: ACM. 1-12.
- Blom K. van der, Deist T.M., Tusar T., Marchi M., Nojima Y., Oyama A., Volz V. & Naujoks B. (2020), Towards realistic optimization benchmarks: a questionnaire on the properties of real-world problems. Genetic and Evolutionary Computation Conference (GECCO 2020), Cancun. 8 juli 2020 - 12 juli 2020. [conferentie poster].
- Boonstra S., Blom K. van der, Hofmeyer H. & Emmerich M.T.M. (2020), Conceptual structural system layouts via design response grammars and evolutionary algorithms, Automation in Construction 116: 103009.
- Blom K. van der (11 december 2019), Multi-objective mixed-integer evolutionary algorithms for building spatial design (Dissertatie. Leiden Institute of Advanced Computer Science (LIACS), Faculty of Science, Leiden University). Promotor(en) en copromotor(en): Emmerich M.T.M. & Bäck T.H.W., Hofmeyer H.
- Yang K., Blom K. van der, Bäck T. & Emmerich M.T.M. (2019), Towards Single- and Multiobjective Bayesian Global Optimization for Mixed Integer Problems. Emmerich M.T.M., Deutz A.H., Hille S.C. & Sergeyev Y.D. (red.), Proceedings LeGO - 14th International Global Optimization Workshop: AIP Publishing. LeGO - 14th International Global Optimization Workshop 18 september 2018 - 21 september 2018 nr. 2070: AIP Publishing. 020044.
- Blom K. van der, Yang K., Bäck T. & Emmerich M.T.M. (2019), Towards Multi-objective Mixed Integer Evolution Strategies. Emmerich M.T.M., Deutz A.H., Hille S.C. & Sergeyev Y.D. (red.), Proceedings LeGO - 14th International Global Optimization Workshop. LeGO - 14th International Global Optimization Workshop 18 september 2018 - 21 september 2018 nr. 2070: AIP Publishing. 020046.
- Blom K. van der, Boonstra S., Hofmeyer H. & Emmerich M.T.M. (2019), Analysing Optimisation Data for Multicriteria Building Spatial Design. Deb K., Goodman E., Coello Coello C.A., Klamroth K., Miettinen K., Mostaghim S. & Reed P. (red.), Evolutionary Multi-Criterion Optimization. 10th International Conference on Evolutionary Multi-Criterion Optimization 10 maart 2019 - 13 maart 2019 nr. 11411. Cham: Springer. 671-682.
- Blom K. van der & Bäck T.H.W. (2018), A new foraging-based algorithm for online scheduling. Aquirre H. (red.), Proceedings of the Genetic and Evolutionary Computation Conference. Genetic and Evolutionary Computation Conference 15 juli 2018 - 19 juli 2018. New York, NY, USA: ACM. 53-60.
- Boonstra S., Blom K. van der, Hofmeyer H., Buijs J. van den & Emmerich M.T.M. (2018), Coupling Between a Building Spatial Design Optimisation Toolbox and BouwConnect BIM. Mutis I. & Hartmann T. (red.), Advances in Informatics and Computing in Civil and Construction Engineering - Proceedings of the 35th CIB W78 2018 Conference: IT in Design, Construction, and Management. 35th CIB W78 2018 Conference 1 oktober 2018 - 3 oktober 2018. Cham: Springer. 95-102.
- Blom K. van der, Boonstra S., Wang H., Hofmeyer H. & Emmerich M.T.M. (2018), Evaluating Memetic Building Spatial Design Optimisation Using Hypervolume Indicator Gradient Ascent. In: Trujillo L., Schütze O., Maldonado Y. & Valle P. (red.), Numerical and Evolutionary Optimization – NEO 2017. Studies in Computational Intelligence nr. 785. Cham: Springer. 62-86.
- Boonstra S., Blom K. van der, Hofmeyer H., Emmerich M.T.M., Schijndel J. van & Wilde P. de (2018), Toolbox for super-structured and super-structure free multi-disciplinary building spatial design optimisation, Advanced Engineering Informatics 36: 86-100.
- Blom K. van der, Boonstra S., Hofmeyer H., Bäck T. & Emmerich M.T.M. (2017), Configuring Advanced Evolutionary Algorithms for Multicriteria Building Spatial Design Optimisation. 2017 IEEE Congress on Evolutionary Computation (CEC) 5 juni 2017 - 8 juni 2017: IEEE. 1803-1810.
- Boonstra S., Blom K. van der, Hofmeyer H. & Emmerich M.T.M. (2017), Combined Super-Structured and Super-Structure Free Optimisation of Building Spatial Designs. Koch C., Tizani W. & Ninic J. (red.), Intelligent computing in engineering. 24rd International Workshop of the European Group for Intelligent Computing in Engineering 10 juli 2017 - 12 juli 2017 23-34.
- Blom K. van der, Boonstra S., Hofmeyer H. & Emmerich M.T.M. (2016), Multicriteria building spatial design with mixed integer evolutionary algorithms. Handl J., Hart E., Lewis P.R., López-Ibáñez M., Ochoa G. & Paechter B. (red.), Parallel Problem Solving from Nature – PPSN XIV. PPSN 2016 (14th International Conference on Parallel Problem Solving from Nature) 17 september 2016 - 21 september 2016 nr. LNCS 9921: Springer International Publishing AG. 453-462.
- Boonstra S., Blom K. van der, Hofmeyer H., Amor R. & Emmerich M.T.M. (2016), Super-structure and super-structure free design search space representations for a building spatial design in multi-disciplinary building optimisation, Electronic proceedings of the 23rd International Workshop of the European Group for Intelligent Computing in Engineering. EG-ICE 2016 (23rd International Workshop of the European Group for Intelligent Computing in Engineering) 29 juni 2016 - 1 juli 2016: Jagiellonian University ZPGK. 1-10.
- Blom K. van der, Boonstra S., Hofmeyer H. & Emmerich M.T.M. (2016), A super-structure based optimisation approach for building spatial designs. Papadrakakis M., Papadopoulos V., Stefanou G. & Plevris V. (red.), Proceedings of the VII European Congress on Computational Methods in Applied Sciences and Engineering. ECCOMAS Congress 2016 (VII European Congress on Computational Methods in Applied Sciences and Engineering) 5 juni 2016 - 10 juni 2016: National Technical University of Athens. 3409-3422.