% csauthors.net - beta - BibTeX bibliography of Markus Olhofer
@inproceedings{conf/gecco/JinOS00,
title = {On Evolutionary Optimization with Approximate Fitness Functions.},
year = {2000},
booktitle = {GECCO},
author = {{Yaochu Jin} and {Markus Olhofer} and {Bernhard Sendhoff}},
publisher = {Morgan Kaufmann},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), Las Vegas, Nevada, USA, July 8-12, 2000}
}
@inproceedings{conf/cec/JinOS01,
title = {Managing approximate models in evolutionary aerodynamic design optimization.},
year = {2001},
booktitle = {CEC},
author = {{Yaochu Jin} and {Markus Olhofer} and {Bernhard Sendhoff}},
publisher = {IEEE},
booktitle = {Proceedings of the 2001 Congress on Evolutionary Computation, CEC 2001, COEX, Seoul, Korea, May 27-30, 2001}
}
@inproceedings{conf/cec/OlhoferJS01,
title = {Adaptive encoding for aerodynamic shape optimization using evolution strategies.},
year = {2001},
booktitle = {CEC},
author = {{Markus Olhofer} and {Yaochu Jin} and {Bernhard Sendhoff}},
publisher = {IEEE},
booktitle = {Proceedings of the 2001 Congress on Evolutionary Computation, CEC 2001, COEX, Seoul, Korea, May 27-30, 2001}
}
@inproceedings{conf/foga/BeyerOS02,
title = {On the Behavior of (μ/μ1, λ)-ES Optimizing Functions Disturbed by Generalized Noise.},
year = {2002},
booktitle = {FOGA},
author = {{Hans-Georg Beyer} and {Markus Olhofer} and {Bernhard Sendhoff}},
publisher = {Morgan Kaufmann},
booktitle = {Proceedings of the Seventh Workshop on Foundations of Genetic Algorithms, Torremolinos, Spain, September 2-4, 2002}
}
@inproceedings{conf/seal/SendhoffBO02,
title = {The Influence of stochastic Quality Functions on Evolutionary Search.},
year = {2002},
booktitle = {SEAL},
author = {{Bernhard Sendhoff} and {Hans-Georg Beyer} and {Markus Olhofer}},
publisher = {World Scientific},
booktitle = {Recent Advances in Simulated Evolution and Learning [extended and revised papers selected from the 4th Asia-Pacific Conference on Simulated Evolution and Learning, SEAL 2002, 18-22 November 2002, Singapore].}
}
@article{journals/tec/JinOS02,
title = {A framework for evolutionary optimization with approximate fitness functions.},
year = {2002},
journal = {IEEE Trans. Evol. Comput.},
author = {{Yaochu Jin} and {Markus Olhofer} and {Bernhard Sendhoff}}
}
@inproceedings{conf/cec/OkabeFOJS03,
title = {Comparative studies on micro heat exchanger optimisation.},
year = {2003},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Tatsuya Okabe} and {Kwasi Foli} and {Markus Olhofer} and {Yaochu Jin} and {Bernhard Sendhoff}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2003, Canberra, Australia, December 8-12, 2003}
}
@inproceedings{conf/cec/OkabeJSO04,
title = {Voronoi-based estimation of distribution algorithm for multi-objective optimization.},
year = {2004},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Tatsuya Okabe} and {Yaochu Jin} and {Bernhard Sendhoff} and {Markus Olhofer}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2004, 19-23 June 2004, Portland, OR, USA}
}
@inproceedings{conf/ppsn/EnacheSOH04,
title = {Comparison of Steady-State and Generational Evolution Strategies for Parallel Architectures.},
year = {2004},
booktitle = {PPSN},
author = {{Razvan Enache} and {Bernhard Sendhoff} and {Markus Olhofer} and {Martina Hasenjäger}},
publisher = {Springer},
booktitle = {Parallel Problem Solving from Nature - PPSN VIII, 8th International Conference, Birmingham, UK, September 18-22, 2004, Proceedings}
}
@inproceedings{conf/ppsn/OkabeJOS04,
title = {On Test Functions for Evolutionary Multi-objective Optimization.},
year = {2004},
booktitle = {PPSN},
author = {{Tatsuya Okabe} and {Yaochu Jin} and {Markus Olhofer} and {Bernhard Sendhoff}},
publisher = {Springer},
booktitle = {Parallel Problem Solving from Nature - PPSN VIII, 8th International Conference, Birmingham, UK, September 18-22, 2004, Proceedings}
}
@article{journals/gpem/BeyerOS04,
title = {On the Impact of Systematic Noise on the Evolutionary Optimization Performance-A Sphere Model Analysis.},
year = {2004},
journal = {Genet. Program. Evolvable Mach.},
author = {{Hans-Georg Beyer} and {Markus Olhofer} and {Bernhard Sendhoff}}
}
@inproceedings{conf/gecco/NashviliOS05,
title = {Morphing methods in evolutionary design optimization.},
year = {2005},
booktitle = {GECCO},
author = {{Michael Nashvili} and {Markus Olhofer} and {Bernhard Sendhoff}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2005, Proceedings, Washington DC, USA, June 25-29, 2005}
}
@inproceedings{conf/icnc/JinOS05,
title = {On Evolutionary Optimization of Large Problems Using Small Populations.},
year = {2005},
booktitle = {ICNC (2)},
author = {{Yaochu Jin} and {Markus Olhofer} and {Bernhard Sendhoff}},
publisher = {Springer},
booktitle = {Advances in Natural Computation, First International Conference, ICNC 2005, Changsha, China, August 27-29, 2005, Proceedings, Part II}
}
@article{journals/asc/HoffmannGOS05,
title = {Application reviews.},
year = {2005},
journal = {Appl. Soft Comput.},
author = {{Frank Hoffmann 001} and {Xiao Zhi Gao 001} and {Markus Olhofer} and {Antony Satyadas}}
}
@inproceedings{conf/ppsn/MenzelOS06,
title = {Direct Manipulation of Free Form Deformation in Evolutionary Design Optimisation.},
year = {2006},
booktitle = {PPSN},
author = {{Stefan Menzel} and {Markus Olhofer} and {Bernhard Sendhoff}},
publisher = {Springer},
booktitle = {Parallel Problem Solving from Nature - PPSN IX, 9th International Conference, Reykjavik, Iceland, September 9-13, 2006, Procedings}
}
@inproceedings{conf/ideal/GraningOS07,
title = {Knowledge Extraction from Unstructured Surface Meshes.},
year = {2007},
booktitle = {IDEAL},
author = {{Lars Gräning} and {Markus Olhofer} and {Bernhard Sendhoff}},
publisher = {Springer},
booktitle = {Intelligent Data Engineering and Automated Learning - IDEAL 2007, 8th International Conference, Birmingham, UK, December 16-19, 2007, Proceedings}
}
@article{journals/jmma/GraningMHBOS08,
title = {Knowledge Extraction from Aerodynamic Design Data and its Application to 3D Turbine Blade Geometries.},
year = {2008},
journal = {J. Math. Model. Algorithms},
author = {{Lars Gräning} and {Stefan Menzel} and {Martina Hasenjäger} and {Thomas Bihrer} and {Markus Olhofer} and {Bernhard Sendhoff}}
}
@inproceedings{conf/ideal/GraningOS09,
title = {Interaction Detection in Aerodynamic Design Data.},
year = {2009},
booktitle = {IDEAL},
author = {{Lars Gräning} and {Markus Olhofer} and {Bernhard Sendhoff}},
publisher = {Springer},
booktitle = {Intelligent Data Engineering and Automated Learning - IDEAL 2009, 10th International Conference, Burgos, Spain, September 23-26, 2009. Proceedings}
}
@inproceedings{conf/ppsn/GraningAO10,
title = {Towards Directed Open-Ended Search by a Novelty Guided Evolution Strategy.},
year = {2010},
booktitle = {PPSN (2)},
author = {{Lars Gräning} and {Nikola Aulig} and {Markus Olhofer}},
publisher = {Springer},
booktitle = {Parallel Problem Solving from Nature - PPSN XI, 11th International Conference, Kraków, Poland, September 11-15, 2010. Proceedings, Part II}
}
@article{journals/gpem/OlhoferYS11,
title = {Autonomous experimental design optimization of a flapping wing.},
year = {2011},
journal = {Genet. Program. Evolvable Mach.},
author = {{Markus Olhofer} and {Dilyana Yankulova} and {Bernhard Sendhoff}}
}
@inproceedings{conf/gecco/AuligO13,
title = {Evolutionary generation of neural network update signals for the topology optimization of structures.},
year = {2013},
booktitle = {GECCO (Companion)},
author = {{Nikola Aulig} and {Markus Olhofer}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '13, Amsterdam, The Netherlands, July 6-10, 2013, Companion Material Proceedings}
}
@inproceedings{conf/gecco/ReehuisOESB13,
title = {Novelty and interestingness measures for design-space exploration.},
year = {2013},
booktitle = {GECCO},
author = {{Edgar Reehuis} and {Markus Olhofer} and {Michael Emmerich} and {Bernhard Sendhoff} and {Thomas Bäck}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '13, Amsterdam, The Netherlands, July 6-10, 2013}
}
@inproceedings{conf/ideal/ReehuisOSB13,
title = {Learning-Guided Exploration in Airfoil Optimization.},
year = {2013},
booktitle = {IDEAL},
author = {{Edgar Reehuis} and {Markus Olhofer} and {Bernhard Sendhoff} and {Thomas Bäck}},
publisher = {Springer},
booktitle = {Intelligent Data Engineering and Automated Learning - IDEAL 2013 - 14th International Conference, IDEAL 2013, Hefei, China, October 20-23, 2013. Proceedings}
}
@inproceedings{conf/evoW/SmalikhoO14,
title = {Co-evolution of Sensory System and Signal Processing for Optimal Wing Shape Control.},
year = {2014},
booktitle = {EvoApplications},
author = {{Olga Smalikho} and {Markus Olhofer}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computation - 17th European Conference, EvoApplications 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers}
}
@inproceedings{conf/gecco/AuligO14,
title = {Neuro-evolutionary topology optimization of structures by utilizing local state features.},
year = {2014},
booktitle = {GECCO},
author = {{Nikola Aulig} and {Markus Olhofer}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '14, Vancouver, BC, Canada, July 12-16, 2014}
}
@inproceedings{conf/gecco/SmalikhoO14,
title = {Growth in co-evolution of sensory system and signal processing for optimal wing control.},
year = {2014},
booktitle = {GECCO},
author = {{Olga Smalikho} and {Markus Olhofer}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '14, Vancouver, BC, Canada, July 12-16, 2014}
}
@inproceedings{conf/seal/SmalikhoO14,
title = {Adaptive System Design by a Simultaneous Evolution of Morphology and Information Processing.},
year = {2014},
booktitle = {SEAL},
author = {{Olga Smalikho} and {Markus Olhofer}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, 2014. Proceedings}
}
@inproceedings{conf/cec/ChengOJ15,
title = {Reference vector based a posteriori preference articulation for evolutionary multiobjective optimization.},
year = {2015},
booktitle = {CEC},
author = {{Ran Cheng} and {Markus Olhofer} and {Yaochu Jin}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2015, Sendai, Japan, May 25-28, 2015}
}
@inproceedings{conf/evoW/AuligO15,
title = {Neuro-evolutionary Topology Optimization with Adaptive Improvement Threshold.},
year = {2015},
booktitle = {EvoApplications},
author = {{Nikola Aulig} and {Markus Olhofer}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computation - 18th European Conference, EvoApplications 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings}
}
@inproceedings{conf/cec/AuligO16,
title = {State-based representation for structural topology optimization and application to crashworthiness.},
year = {2016},
booktitle = {CEC},
author = {{Nikola Aulig} and {Markus Olhofer}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/AuligO16a,
title = {Evolutionary computation for topology optimization of mechanical structures: An overview of representations.},
year = {2016},
booktitle = {CEC},
author = {{Nikola Aulig} and {Markus Olhofer}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/BujnyAOD16,
title = {Hybrid evolutionary approach for level set topology optimization.},
year = {2016},
booktitle = {CEC},
author = {{Mariusz Bujny} and {Nikola Aulig} and {Markus Olhofer} and {Fabian Duddeck}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@article{journals/soco/NarukawaSTOSI16,
title = {Preference representation using Gaussian functions on a hyperplane in evolutionary multi-objective optimization.},
year = {2016},
journal = {Soft Comput.},
author = {{Kaname Narukawa} and {Yu Setoguchi} and {Yuki Tanigaki} and {Markus Olhofer} and {Bernhard Sendhoff} and {Hisao Ishibuchi}}
}
@article{journals/tec/ChengJOS16,
title = {A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization.},
year = {2016},
journal = {IEEE Trans. Evol. Comput.},
author = {{Ran Cheng} and {Yaochu Jin} and {Markus Olhofer} and {Bernhard Sendhoff}}
}
@article{journals/tcyb/ChengJOS17,
title = {Test Problems for Large-Scale Multiobjective and Many-Objective Optimization.},
year = {2017},
journal = {IEEE Trans. Cybern.},
author = {{Ran Cheng} and {Yaochu Jin} and {Markus Olhofer} and {Bernhard Sendhoff}}
}
@article{journals/tetci/ChengRFOJ17,
title = {Evolutionary Many-Objective Optimization of Hybrid Electric Vehicle Control: From General Optimization to Preference Articulation.},
year = {2017},
journal = {IEEE Trans. Emerg. Top. Comput. Intell.},
author = {{Ran Cheng} and {Tobias Rodemann} and {Michael Fischer 003} and {Markus Olhofer} and {Yaochu Jin}}
}
@inproceedings{conf/cec/YuJO18,
title = {A Method for a Posteriori Identification of Knee Points Based on Solution Density.},
year = {2018},
booktitle = {CEC},
author = {{Guo Yu 001} and {Yaochu Jin} and {Markus Olhofer}},
publisher = {IEEE},
booktitle = {2018 IEEE Congress on Evolutionary Computation, CEC 2018, Rio de Janeiro, Brazil, July 8-13, 2018}
}
@inproceedings{conf/gecco/BujnyAOD18,
title = {Learning-based topology variation in evolutionary level set topology optimization.},
year = {2018},
booktitle = {GECCO},
author = {{Mariusz Bujny} and {Nikola Aulig} and {Markus Olhofer} and {Fabian Duddeck}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018}
}
@inproceedings{conf/gecco/RijnSOLB18,
title = {Multi-fidelity surrogate model approach to optimization.},
year = {2018},
booktitle = {GECCO (Companion)},
author = {{Sander van Rijn} and {Sebastian Schmitt} and {Markus Olhofer} and {Matthijs van Leeuwen} and {Thomas Bäck}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2018, Kyoto, Japan, July 15-19, 2018}
}
@inproceedings{conf/ijcnn/GeorgiouSO0BL18,
title = {Learning Fluid Flows.},
year = {2018},
booktitle = {IJCNN},
author = {{Theodoros Georgiou 001} and {Sebastian Schmitt} and {Markus Olhofer} and {Yu Liu 012} and {Thomas Bäck} and {Michael S. Lew}},
publisher = {IEEE},
booktitle = {2018 International Joint Conference on Neural Networks, IJCNN 2018, Rio de Janeiro, Brazil, July 8-13, 2018}
}
@inproceedings{conf/cec/WangLOEB19,
title = {Vehicle Fleet Maintenance Scheduling Optimization by Multi-objective Evolutionary Algorithms.},
year = {2019},
booktitle = {CEC},
author = {{Yali Wang 002} and {Steffen Limmer} and {Markus Olhofer} and {Michael T. M. Emmerich} and {Thomas Bäck}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2019, Wellington, New Zealand, June 10-13, 2019}
}
@inproceedings{conf/cec/YuJO19,
title = {References or Preferences - Rethinking Many-objective Evolutionary Optimization.},
year = {2019},
booktitle = {CEC},
author = {{Guo Yu 001} and {Yaochu Jin} and {Markus Olhofer}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2019, Wellington, New Zealand, June 10-13, 2019}
}
@inproceedings{conf/gecco/KefalasLAOEB19,
title = {A tabu search-based memetic algorithm for the multi-objective flexible job shop scheduling problem.},
year = {2019},
booktitle = {GECCO (Companion)},
author = {{Marios Kefalas} and {Steffen Limmer} and {Asteris Apostolidis} and {Markus Olhofer} and {Michael Emmerich} and {Thomas Bäck}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2019, Prague, Czech Republic, July 13-17, 2019.}
}
@inproceedings{conf/gecco/SinghRRO19,
title = {Identifying solutions of interest for practical many-objective problems using recursive expected marginal utility.},
year = {2019},
booktitle = {GECCO (Companion)},
author = {{Hemant Kumar Singh} and {Tapabrata Ray} and {Tobias Rodemann} and {Markus Olhofer}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2019, Prague, Czech Republic, July 13-17, 2019.}
}
@inproceedings{conf/gecco/YuJO19,
title = {An a priori knee identification multi-objective evolutionary algorithm based on α-dominance.},
year = {2019},
booktitle = {GECCO (Companion)},
author = {{Guo Yu 001} and {Yaochu Jin} and {Markus Olhofer}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2019, Prague, Czech Republic, July 13-17, 2019.}
}
@inproceedings{conf/icdm/DommarajuBMOD19,
title = {Identifying Topological Prototypes using Deep Point Cloud Autoencoder Networks.},
year = {2019},
booktitle = {ICDM Workshops},
author = {{Nivesh Dommaraju} and {Mariusz Bujny} and {Stefan Menzel} and {Markus Olhofer} and {Fabian Duddeck}},
publisher = {IEEE},
booktitle = {2019 International Conference on Data Mining Workshops, ICDM Workshops 2019, Beijing, China, November 8-11, 2019}
}
@inproceedings{conf/ijcci/RaponiBOBD19,
title = {Hybrid Kriging-assisted Level Set Method for Structural Topology Optimization.},
year = {2019},
booktitle = {IJCCI},
author = {{Elena Raponi} and {Mariusz Bujny} and {Markus Olhofer} and {Simonetta Boria} and {Fabian Duddeck}},
publisher = {ScitePress},
booktitle = {Proceedings of the 11th International Joint Conference on Computational Intelligence, IJCCI 2019, Vienna, Austria, September 17-19, 2019.}
}
@inproceedings{conf/ssci/WangBHBLO19,
title = {Automated Machine Learning for Short-term Electric Load Forecasting.},
year = {2019},
booktitle = {SSCI},
author = {{Can Wang} and {Thomas Bäck} and {Holger H. Hoos} and {Mitra Baratchi} and {Steffen Limmer} and {Markus Olhofer}},
publisher = {IEEE},
booktitle = {IEEE Symposium Series on Computational Intelligence, SSCI 2019, Xiamen, China, December 6-9, 2019}
}
@inproceedings{conf/cec/RaySHRO20,
title = {Online intensification of search around solutions of interest for multi/many-objective optimization.},
year = {2020},
booktitle = {CEC},
author = {{Tapabrata Ray} and {Hemant Kumar Singh} and {Ahsanul Habib} and {Tobias Rodemann} and {Markus Olhofer}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2020, Glasgow, United Kingdom, July 19-24, 2020}
}
@inproceedings{conf/gecco/WangJSO20,
title = {Transfer learning for gaussian process assisted evolutionary bi-objective optimization for objectives with different evaluation times.},
year = {2020},
booktitle = {GECCO},
author = {{Xilu Wang} and {Yaochu Jin} and {Sebastian Schmitt} and {Markus Olhofer}},
publisher = {ACM},
booktitle = {GECCO '20: Genetic and Evolutionary Computation Conference, Cancún Mexico, July 8-12, 2020}
}
@article{journals/isci/WangJSO20,
title = {An adaptive Bayesian approach to surrogate-assisted evolutionary multi-objective optimization.},
year = {2020},
journal = {Inf. Sci.},
author = {{Xilu Wang} and {Yaochu Jin} and {Sebastian Schmitt} and {Markus Olhofer}}
}
@article{journals/tcyb/YuJO20,
title = {Benchmark Problems and Performance Indicators for Search of Knee Points in Multiobjective Optimization.},
year = {2020},
journal = {IEEE Trans. Cybern.},
author = {{Guo Yu 001} and {Yaochu Jin} and {Markus Olhofer}}
}
@article{journals/tec/GuirguisAPZZVIO20,
title = {Evolutionary Black-Box Topology Optimization: Challenges and Promises.},
year = {2020},
journal = {IEEE Trans. Evol. Comput.},
author = {{David Guirguis} and {Nikola Aulig} and {Renato Picelli} and {Bo Zhu 002} and {Yuqing Zhou} and {William Vicente} and {Francesco Iorio} and {Markus Olhofer} and {Wojciech Matusik} and {Carlos Artemio Coello Coello} and {Kazuhiro Saitou}}
}
@inproceedings{conf/dsa/NguyenZLLBO21,
title = {A Combination of Fourier Transform and Machine Learning for Fault Detection and Diagnosis of Induction Motors.},
year = {2021},
booktitle = {DSA},
author = {{Van Duc Nguyen} and {Ewout Zwanenburg} and {Steffen Limmer} and {Wessel Luijben} and {Thomas Bäck} and {Markus Olhofer}},
publisher = {IEEE},
booktitle = {8th International Conference on Dependable Systems and Their Applications, DSA 2021, Yinchuan, China, August 5-6, 2021}
}
@inproceedings{conf/ssci/HohmannBAO21,
title = {Hybrid Evolutionary Approach to Multi-objective Path Planning for UAVs.},
year = {2021},
booktitle = {SSCI},
author = {{Nikolas Hohmann} and {Mariusz Bujny} and {Jürgen Adamy} and {Markus Olhofer}},
publisher = {IEEE},
booktitle = {IEEE Symposium Series on Computational Intelligence, SSCI 2021, Orlando, FL, USA, December 5-7, 2021}
}
@article{journals/kbs/WangJSOA21,
title = {Transfer learning based surrogate assisted evolutionary bi-objective optimization for objectives with different evaluation times.},
year = {2021},
journal = {Knowl. Based Syst.},
author = {{Xilu Wang} and {Yaochu Jin} and {Sebastian Schmitt} and {Markus Olhofer} and {Richard Allmendinger 001}}
}
@article{journals/swevo/WangLOEB21,
title = {Automatic preference based multi-objective evolutionary algorithm on vehicle fleet maintenance scheduling optimization.},
year = {2021},
journal = {Swarm Evol. Comput.},
author = {{Yali Wang 002} and {Steffen Limmer} and {Markus Olhofer} and {Michael Emmerich} and {Thomas Bäck}}
}
@article{journals/tec/YuJO21,
title = {A Multiobjective Evolutionary Algorithm for Finding Knee Regions Using Two Localized Dominance Relationships.},
year = {2021},
journal = {IEEE Trans. Evol. Comput.},
author = {{Guo Yu 001} and {Yaochu Jin} and {Markus Olhofer}}
}
@inproceedings{conf/cec/DommarajuBMOD22,
title = {Cooperative Multi-objective Topology Optimization Using Clustering and Metamodeling.},
year = {2022},
booktitle = {CEC},
author = {{Nivesh Dommaraju} and {Mariusz Bujny} and {Stefan Menzel} and {Markus Olhofer} and {Fabian Duddeck}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2022, Padua, Italy, July 18-23, 2022}
}
@inproceedings{conf/cec/HohmannBAO22,
title = {Multi-objective 3D Path Planning for UAVs in Large-Scale Urban Scenarios.},
year = {2022},
booktitle = {CEC},
author = {{Nikolas Hohmann} and {Mariusz Bujny} and {Jürgen Adamy} and {Markus Olhofer}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2022, Padua, Italy, July 18-23, 2022}
}
@article{journals/access/SinghRRLRO22,
title = {Investigating the Use of Linear Programming and Evolutionary Algorithms for Multi-Objective Electric Vehicle Charging Problem.},
year = {2022},
journal = {IEEE Access},
author = {{Hemant Kumar Singh} and {Tapabrata Ray} and {Md Juel Rana} and {Steffen Limmer} and {Tobias Rodemann} and {Markus Olhofer}}
}
@article{journals/asc/RaySRRO22,
title = {Towards identification of solutions of interest for multi-objective problems considering both objective and variable space information.},
year = {2022},
journal = {Appl. Soft Comput.},
author = {{Tapabrata Ray} and {Hemant Kumar Singh} and {Kamrul Hasan Rahi} and {Tobias Rodemann} and {Markus Olhofer}}
}
@article{journals/ec/WangJSO22,
title = {Transfer Learning Based Co-Surrogate Assisted Evolutionary Bi-Objective Optimization for Objectives with Non-Uniform Evaluation Times.},
year = {2022},
journal = {Evol. Comput.},
author = {{Xilu Wang} and {Yaochu Jin} and {Sebastian Schmitt} and {Markus Olhofer}}
}
@inproceedings{conf/gecco/KennyRLSRO23,
title = {Hybridizing TPOT with Bayesian Optimization.},
year = {2023},
booktitle = {GECCO},
author = {{Angus Kenny} and {Tapabrata Ray} and {Steffen Limmer} and {Hemant Kumar Singh} and {Tobias Rodemann} and {Markus Olhofer}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2023, Lisbon, Portugal, July 15-19, 2023}
}
@article{journals/apin/DommarajuBMOD23,
title = {Evaluation of geometric similarity metrics for structural clusters generated using topology optimization.},
year = {2023},
journal = {Appl. Intell.},
author = {{Nivesh Dommaraju} and {Mariusz Bujny} and {Stefan Menzel} and {Markus Olhofer} and {Fabian Duddeck}}
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title = {Bi-level Network Design for UAM Vertiport Allocation Using Activity-Based Transport Simulations.},
year = {2023},
journal = {CoRR},
author = {{Sebastian Brulin} and {Markus Olhofer}}
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@article{journals/corr/abs-2310-04304,
title = {Coding by Design: GPT-4 empowers Agile Model Driven Development.},
year = {2023},
journal = {CoRR},
author = {{Ahmed R. Sadik} and {Sebastian Brulin} and {Markus Olhofer}}
}
@article{journals/csur/WangJSO23,
title = {Recent Advances in Bayesian Optimization.},
year = {2023},
journal = {ACM Comput. Surv.},
author = {{Xilu Wang} and {Yaochu Jin} and {Sebastian Schmitt} and {Markus Olhofer}}
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@article{journals/tcyb/YuJOLD23,
title = {Solution Set Augmentation for Knee Identification in Multiobjective Decision Analysis.},
year = {2023},
month = {April},
journal = {IEEE Trans. Cybern.},
author = {{Guo Yu} and {Yaochu Jin} and {Markus Olhofer} and {Qiqi Liu} and {Wenli Du}}
}
@article{journals/cim/LiuLROJ23,
title = {Surrogate-Assisted Many-Objective Optimization of Building Energy Management.},
year = {2023},
month = {November},
journal = {IEEE Comput. Intell. Mag.},
author = {{Qiqi Liu} and {Felix Lanfermann} and {Tobias Rodemann} and {Markus Olhofer} and {Yaochu Jin}}
}
@article{journals/tsmc/WangJSO24,
title = {Alleviating Search Bias in Bayesian Evolutionary Optimization With Many Heterogeneous Objectives.},
year = {2024},
month = {January},
journal = {IEEE Trans. Syst. Man Cybern. Syst.},
author = {{Xilu Wang} and {Yaochu Jin} and {Sebastian Schmitt} and {Markus Olhofer}}
}