Address
Michael Emmerich
LIACS
Faculty for Science
Leiden University
Leiden, NL
Michael Emmerich
LIACS
Faculty for Science
Leiden University
Leiden, NL
E-mail
emmerich AT liacs.nl
emmerich AT liacs.nl
About me
Head of Multicriteria Optimization and Decision Analysis (MODA) Research Group: CLICK here
Brief CV: Click here
Google Profile: Publications and Citations
News and recent presentations
- Leiden, the Netherlands, September 5-9th, 2020: Parallel Problem Solving from Nature (PPSN2020), International Conference https://ppsn2020.liacs.leidenuniv.nl/
- Bali, Indonesia (online, from Coesfeld, Germany): 12 October 2020: Dynamics of Complex Networks. Modeling, Control and Identification using Advanced Algorithmic Techniques ICW-HDDA-X 2020, Online Conference of the Tenth International Conference and Workshop on High Dimensional Data Analysis 13-14 October 2020., Bali, Indonesia
- Cancun Mexico (online, from Leiden, The Netherlands):8. July 2020 Keynote Presentation: A tour d’horizon in surrogate-assisted multiobjective optimization ACM-GECCO, Cancun, Mexico
- Leiden, the Netherlands: Talk about LIACS Life Science Initiatives, February 20th, Consulate Members visiting Leiden University in Innovation Network context
- Leiden, the Netherlands: Scientific Organizer of Lorentz Center Workshop on Many Criteria Optimization and Decision Analysis from 16 Sep 2019 through 20 Sep 2019.
- Jyväskylä, Finland: "Lipschitzian vs. Gaussian error bounds in multiobjective optimization with expensive black-box functions", 13:15 to 15:00 at Agora Building, Jyvaeskylae:
- Lipari, Italy: Invited Talk on "Multicriteria Approaches to Complex Network Anlaysis." Lipari School on Complex networks: from socio-economic systems to biology and brain, July 13-19, 2019
- Shatsk, Ukraine, 4 June 2019, General Chair of "First International Workshop on Modern Machine Learning Technologies (MoMLet)", Lake Svityaz Lesya Sports Resort, Shatsk, Ukraine
- Bengaluru, 19-23 November, IEEE-SSCI Conference. Please find our paper 'Divyam Aggarwal, Michael Emmerich, Dhish Kumar Saxena, Saaju Paulose: On Large-Scale Airline Crew Pairing Generation, IEEE SSCI Conference, Bengaluru, Nov. 2018 (in press)' under this link
- Leiden, 18-21 September 2018, 14th International Workshop on Global Optimization, LeGO , Leiden The Netherlands
- Brussels, September 13th, 2018: "Complexity and Geometry of Multicriteria Optimization", Operation Research Conference, MCE Conference Center, Brussels, September 13th
- Lviv, Ukraine, 26 June, 2018, "Multicriteria Analysis of Complex Networks", Invited Talk, COLINS 2018 - Conference on Intelligent Systems
- Yogyarkarta, 1 August 2018, "Advances in the Multicriteria Analysis of Complex Networks", Keynote Presentation, International Conference on Information Technology, Engineering, Science, and Its Application (ITES 2018), August 1 - 2, 2018, Royal Ambarukmo Hotel, Yogyarkarta, Indonesia
- Valencia, Spain, 10 July, 2018, European Congress on Operational Research. Stream Multiobjective Optimization with Kaisa Miettinen and M. Lopez-Ibanez
- Together with Iryna Yevseyeva and Alessio Ishizaka I organize a Centeris Special Track on MCDM for Enterprise Information Systems in Portugal. Deadline for paper submission (accepted full papers will be published in Elsevier Procedia Computer Science): April 4, 2016. More info: CLICK HERE
- Kristiansand, August 23rd, 2016: 'An Overview of Data Science and Optimization Research at Leiden University', ERCIS Workshop Kristiansand, Norway
- Porto, October 7th, 2016: 'Maximizing Consensus in Portfolio Selection in Multicriteria Group Decision Making', MCDM/EIS Track, Conference on ENTERrprise Information Systems 2016, Porto, Portugal
- Muenster, March 19-22nd, 2017: 'Indicator-Based Multiobjective and Set-Oriented Optimization', Keynote at EMO 2017 in Münster, Germany CLICK HERE
- Brisbane July, 14th, 2017: Maximum Volume Subset Selection for Anchored Boxes, Presentation of paper on 33rd International Symposium on Computational Geometry (SoCG 2017), Brisbane, Australia.
- Manchester, August 23rd - August 25th, 2017: Tutorial on Multicriteria Optimization and Decision Analysis in Drug Discovery IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology, Manchester, UK
- Tijuana, September 25 - September 27th, 2017: Keynote Presentation at International Conference on Numerical and Evolutionary Optimization, Tijuana Mexico. CLICK HERE .
- Kaiserslautern, Germany, October 19, 2017 "Computational Geometry Challenges and Results in Multiobjective Optimization", Invited Talk, Workshop on Advances in Multiobjective Optimization.
- Druskininkai, November 30-December 2, 2017: Keynote Presentaion on "Bayesian Approaches to Multiobjective Optimization and its Integration into Industry 4.0 Frameworks" Data Analysis Methods for Software Systems (DAMSS), Druskininkai, Lithuania
- Lisbon, Portugal December 15, 2017 "Multicriteria Approach to the Immunization of Complex Networks", ISCTE-IUL, University Institute Lisbon
- Lisbon, Portugal December 18, 2017 "Computational Geometry Challenges and Results in Multiobjective Optimization", INESC-ID, IST, University Institute Lisbon.
- Leiden, February 29th, 2016: 29 Feb 2016 through 4 Mar 2016; Lorentz Center Workshop on Surrogate-Assisted Multi-Criteria Optimization, Boris Naujoks, Michael Emmerich, Tobias Wagner and Dimo Brockhoff (co-organizers), for further info CLICK HERE
- Poznan, 2-3 July, 2016: Special Session on Preferences and Problem Formulation in Multicriteria Optimization, European Conference on Operational Research, Posznan 2-3 July (Organizers: Iryna Yevseyeva and Michael Emmerich)
- Dagstuhl, January 12, 2015: "An Open Problems Project for Set-Oriented and Indicator-Based Multicriteria Optimization", Dagstuhl Seminiar, Dagstuhl Informatics Seminar, Germany
- Ghent, February 6, 2015: "Kriging Models in Global Metamodelling and Multicriteria Optimization", University Ghent, Belgium.
- Birmingham, March 16, 2015: "Multiobjective Machine Learning", University of Birmingham, Winterbourne House, UK.
- Guimaraes, March 31, 2015: "Faster Exact Computation of Expected Hypervolume Improvement", EMO2015 Conference, Guimaraes, Portugal.
- Iasi, June 18, 2015: Set-Oriented Multicriteria Optimization: Deterministic and Stochastic Methods, Tutorial: Doctoral Summer School on Evolutionary Computing in Optimisation and Data Mining (ECODAM) in conjunction with EVOLVE 2015, Conference, Iasi, Romania.
- Hefei, June 6, 2015: Keynote tutorial: "Stochastic and Deterministic Algorithms for Multicriteria Optimization", First IEEE Summer School on Multiobjective Optimization, USTC, Hefei, China
- Hefei, June 6, 2015: Keynote: "Indicator-based Multicriteria Optimization", First IEEE Summer School on Multiobjective Optimization, USTC, Hefei, China
- Hamburg, August 3, 2015: 'Multicriteria Optimization of Inventory Routing Considering Stockout Risk, Distance Cost, and Inventory Cost', Int'l Conference on Multicriteria Decision Making, MCDM Society, HSU Hamburg
- Vilamoura, International Workshop on Multicriteria Decision Making and Applications in Enterprise Information Systems. Part of CENTERIS 2015 - International Conference on ENTERprise Information Systems Vilamoura, Algarve, Portugal, 7-9 October 2015. CLICK HERE
- Leiden, November 12, 2014: "NK Landscapes: Computational Complexity and Visualization", Lorentz Center Workshop on "What is Complexity? How do you measure it?", Lorentz Center, Leiden, The Netherlands
- Leiden, November 23rd, 2015: Workshop about Teaching in an international classroom during the 1st Annual Leiden University Conference on Innovation in Teaching, Leiden University
Research
- Foundations of Computational Science:
- Multiobjective Optimization and Decision Analysis
- Algorithms for the Simulation and Analysis of Complex Networks
- Machine Learning and Information Based Complexity
- Compuational Geometry and Algorithmic Bioprocesses
- Applications of Computational Sciences:
- Computational Biology and Chemisty
- Sustainable Buildings/Architectural Design
- Scientific Databases and Data Analysis
Recent projects
- Center for Computational Life Science (CCLS)
- Open Problems and Complexity Results in Theoretical Problems in Set-oriented and Indicator Based Optimimization (SIMCO) (together with Dimo Brockhoff, INRIA North, France): CLICK HERE
- SAPPAO Dutch India Project: Data Mining and Many-Objective Optimization in Aviation Management (Funding: NWO, Deity, GE)
- PROMIMOOC: Process Data Mining and Multiobjective Optimization for Industry
- Excellent Buildings via Forefront MDO, Lowest Energy Use, Optimal Spatial and Structural Performance: CLICK HERE
- D4N: Data Driven Drug Discovery Network (with LACDR, Leiden University, Leiden Center for Data Science): CLICK HERE
- Leiden Complex Network Network
- ERCIS: European Centre for Information Systems: CLICK HERE
- See also our MODA team webpage: CLICK HERE
Education
Teaching (Courses via Brightspace, Leiden University)
- Bachelor and Master's Thesis (on request by email)
- Complex Networks with Luca Avena (Mathematical Institute), Diego Garlaschelli (Lorentz Institute for Theoretical Physics)
- Multicriteria Optimization and Decision Analysis.
- Databases for BSc Computer Science (Leiden, Spring Semester)
- Guest Lecture on Lindenmayer Systems (L Systems) in Natural Computing
- Studium Generale Complex Networks (with F.d.Hollander (Mathematical Institute and D. Garlaschelli (Theoretical Physics))
- Preuniversity College on Informatics for Graphs and Networks
Past Teaching
- Studentenseminarium
- Databases for Informatica and Economics (The Hague, Spring Semester)
- Computer Simulation with Applications in Bioinformatics
Recent Publications, Preprints, and Thesis
Memberships in Professional Societies and Initiatives
- International Society on Multi-Criteria Decision Making Homepage
- Gesellschaft fuer Operations Research (GOR), Germany. Homepage
- International Society on Global Optimization (ISoGO) Homepage
Editorial Board Member and Reviewer
- Steering Committee Member of Evolutionary Multi-Criterion Optimization Conference Series.
- Editorial Board member of MIT Journal on Evolutionary Computation.
- Scientific Reviewer: See Publons Profile, also Elsevier Journals (EJOR, Information Sciences, etc.)/li>
- Research Grants Reviewer: NWO (Netherlands), FWO (Belgium)
Interesting Links
- SIMCO Open Problem Page (SIMCO Lorentz Center 2013).
- Center for Computational Life Science (CCLS)
- ERCIS: European Centre for Information Systems: CLICK HERE
- Data Driven Drug Discovery Network (D4N)
- Leiden Complex Network Network
- Homepage of the Multicriteria Optimization and Decision Analysis Group.