Invited Professor 6/2008 7/2008 Laboratoire d'informatique de Nantes Atlantique, University of Nantes, France; Host: Prof.

Transcription

1 Eckart Zitzler Computer Engineering and Networks Laboratory Department of Information Technology and Electrical Engineering ETH Zurich ETZ G84, Gloriastrasse 35, 8092 Zurich, Switzerland T F zitzler@tik.ee.ethz.ch Professional Experience Invited Professor 6/2008 7/2008 Laboratoire d'informatique de Nantes Atlantique, University of Nantes, France; Host: Prof. Xavier Gandibleux Assistant Professor for Systems Optimization since 8/2003 Computer Engineering and Networks Laboratory (TIK), ETH Zurich, Switzerland Visiting Researcher 3/2002 8/2002 Institute for Systems Biology, Seattle, U.S.A.; Group of Prof. Leroy Hood Senior Research Associate ( Oberassistent ) 1/2002 7/2003 Computer Engineering and Networks Laboratory (TIK), ETH Zurich, Switzerland; Group of Prof. Lothar Thiele Visiting Researcher 8/2001 University of the Algarve, Faro, Portugal; Group of Prof. Carlos Fonseca Visiting Researcher 5/2001 University of Reading, United Kingdom; Group of Prof. David Corne Postdoc 12/ /2001 Computer Engineering and Networks Laboratory (TIK), ETH Zurich, Switzerland; Group of Prof. Lothar Thiele Research and Teaching Assistant 11/ /1999 Computer Engineering and Networks Laboratory (TIK), ETH Zurich, Switzerland; Group of Prof. Lothar Thiele Student Research Assistant ( studentische Hilfskraft ) 11/1992 4/1996 University of Dortmund, Germany; Groups of Prof. Eberhard von Finckenstein and Prof. Katharina Morik Education Certificate in Higher Education ( Didaktischer Ausweis / Lehrerdiplom ) 10/1997-9/2000 ETH Zurich, Switzerland; effort 40 ECTS credit points Doctor of Technical Sciences (Dr. sc. techn.) 11/ /1999 ETH Zurich, Switzerland Diploma in Computer Science 10/ /1996 University of Dortmund, Germany Study of Psychology 10/ /1996 University of Bochum, Germany Pre-Diploma in Computer Science 10/1990 9/1992 University of Oldenburg, Germany

2 Abitur 5/1990 Schillergymnasium Münster, Germany Research Topics Black box optimization and randomized search algorithms Multiple criteria optimization and decision making Biologically inspired computation Computational biology and bioinformatics Engineering Design Invited Talks Tutorial, GECCO 2009 conference, Montreal, USA, Talk, Workshop on Optimization in Manufactoring Technology, TU Dortmund, Germany, Keynote Speech, MOPGP 08 Conference, Portsmouth, UK, Tutorial, PPSN 2008 conference, Dortmund, Germany, Talk, Annual Conference of the Operational Research Society, York, UK, Talk, NXP Semiconductors, Eindhoven, Netherlands, Tutorial, GECCO 2008 conference, Atlanta, USA, Tutorial, Summer school on New Paradigms in Optimization, Zurich, Switzerland, Talk, Dagstuhl Seminar on Theory of Evolutionary Algorithms, Wadern, Germany, Plenary Lecture, Universidad de La Laguna, Spain, Plenary Lecture, ECCS 2007 Satellite Conference on Molecular Docking, Complexity, and Optimization, Dresden, Germany, Tutorial, GECCO 2007 conference, London, UK, Keynote Speech, IEEE Conference on MCDM, Hawaii, USA, Talk, Zentrum für Bioinformatik Tübingen, University of Tübingen, Germany, Talk, Dagstuhl Seminar on Practical Approaches to Multi-Objective Optimization, Wadern, Germany, Talk, Max Planck Institut für Informatik, Saarbrücken, Germany, Talk, Department of Medical Genetics, University of Lausanne, Switzerland, Tutorial, GECCO 2006 conference, Seattle, USA, Plenary Lecture, ASCI Winterschool on Embedded Systems, Rockanje, Netherlands, Talk, Institute for Molecular Systems Biology, ETH Zurich, Switzerland, Talk, Workshop on Distributed Embedded Systems, Leiden, Netherlands, Tutorial, GECCO 2005 conference, Washington D.C., USA, Public lecture, 150th anniversary of ETH Zurich, Tutorial, EMO 2005 conference, Guanjuato, Mexico, Talk, Institute of Biomedical Engineering, ETH Zurich, Switzerland, Talk, Institut for Hydromechanics and Water Management, ETH Zurich, Switzerland, Talk, Dagstuhl Seminar on Practical Approaches to Multi-Objective Optimization, Wadern, Germany, Plenary Lecture, Summer school, University of Coimbra, Spain, Talk, Forschungsseminar Quantitative Methoden in der Oekonomie, University of Zurich, Switzerland, Talk, CI Colloquium, University of Dortmund, Germany, Plenary lecture, MOMH workshop, Paris, France, Talk, PaSCo Institute, University of Paderborn, Germany, Keynote Speech, EUROGEN 2001 conference, Athens, Greece, Talk, ITG technical committee meeting on signal processing, ETH Zurich, Switzerland, Regular Talks Over 60 presentations at international conferences, workshops, and other meetings Grants Design Space Exploration for Embedded Systems, industry cooperation in the sector of automotive technology; function: principal investigator; duration: 7/2008 6/2011. IDiS: Indicator-Based Search in High-Dimensional Spaces, Swiss National Science Foundation; function: principal investigator; duration: 3/2006 2/2009. Network Optimization for Genomic Data Analysis and Wireless System Design, Indo Swiss Joint Research Programme; function: principal investigator; duration: 11/ /2009.

3 SY-STEM: System biology of stem cell function in Arabidopsis thaliana, EU Marie Curie Research Training Network; function: co-investigator; duration: 1/ /2008. REP: Reverse Engineering of Regulatory Networks, SEP program of ETH Zurich; function: project coordinator and co-investigator; duration: 9/2002 9/2006. ArOMA: Algorithms for Multiobjective Optimization, Swiss National Science Foundation; function: coinvestigator; duration: 1/ /2002. Awards and Honors Best Paper Award, International Conference on Artificial Evolution 2007 Best Paper Award, International Workshop on Pattern Recognition in Bioinformatics 2007 Best Paper Award, Genetic and Evolutionary Computation Conference 2007 Huber Kudlich-Stiftung, Stipend 2002 TIK Award for Excellence in Research and Teaching 1998 German Computer Science Contest ( Bundeswettbewerb Informatik ), finalist 1990 Teaching Courses and Lectures Evolution of Virtual Robots (Project) yearly, since 2007 BSc Electrical Engineering and Information Technoloy; 12 students, semester Biological Networks (Practical Course) yearly, since 2007 BSc Biology; 4 students, semester Jointly held with Dr. L. Hennig and Dr. P. Zimmermann (Biology Department) Algorithm Design and Optimization (Project) yearly, since 2006 BSc Electrical Engineering and Information Technology; 12 students, semester Synthetic Biology (Lecture) yearly, since 2006 MSc Electrical Engineering and Information Technoloy, BSc/MSc Computer Science, MSc Biology, MSc Biotechnology, MSc Mechanical Engineering; students, semester Jointly held with Prof. S. Panke (Bioprocess Engineering) and Prof. J. Stelling (Computer Science Department) Computational Biology (Seminar) yearly, since 2006 BSc/MSc Computer Science, PhD Electrical Engineering and Information Technoloy; 8-14 students, semester Jointly held with Prof. J. Stelling, Prof. G. Gonnet, Prof. P. Widmayer (Computer Science Department) and Prof. R. Aebersold (Biology Department) The international Genetically Engineered Machine competition (Project) 2005 ETH Zurich student team advisor together with Prof. S. Panke (Bioprocess Engineering) and Prof. J. Stelling (Computer Science Department) Bio-inspired Computation and Optimization (Lecture) yearly, since 2003 MSc Electrical Engineering and Information Technoloy, BSc/MSc Computer Science, BSc/MSc Computational Science, MSc Mechanical Engineering, MSc Biomedical Engineering; students, semester Jointly held with Prof. P. Koumoutsakos (Mechanical Engineering Department) Natural Computing (Seminar) half-yearly, ; yearly, since 2002 BSc Electrical Engineering and Information Technoloy; 6-11 students, semester Lego Mindstorms (Project) half-yearly, BSc Electrical Engineering and Information Technoloy; 10 students, semester Discrete Event Systems (Lecture) yearly, MSc Electrical Engineering and Information Technoloy; 80 students, semester Deputy lecturer for Prof. L. Thiele (Electrical Engineering and Information Technology Department) Computer Engineering I (Lecture) yearly, since 2000 BSc Electrical Engineering and Information Technoloy; students, 3. semester Deputy lecturer for Prof. L. Thiele (Electrical Engineering and Information Technology Department) Events Public lecture, Researchers Night Zurich, Public lecture, Kantonsschule Rychenberg Winterthur, Public lecture, Gymnasium Oberwil, Public exhibit, Maturandentage at ETH Zurich, Public lecture, 150th anniversary of ETH Zurich, 2005.

4 Supervision Ph.D. students: - Timo Aittokoski (co-referee), University of Jyvaskyla Tamara Ulrich (referee), ETH Zurich since Stefan Kern (co-referee), ETH Zurich Dana Marek (co-referee), University of Lausanne since Johannes Bader (referee), ETH Zurich since Tim Hohm (referee), ETH Zurich since Mathias Giger (co-referee), ETH Zurich Julia Handl (co-referee), University of Manchester Andrej Mosat (co-referee), ETH Zurich Dimo Brockhoff (referee), ETH Zurich since Simon Barkow (referee), ETH Zurich Marcel Dettling (co-referee), ETH Zurich Amela Prelic (referee), ETH Zurich Stefan Bleuler (referee), ETH Zurich Marco Laumanns (co-supervisor), ETH Zurich Over 30 Master Theses and Semester Projects since 1997 Papers Resulting From Student Projects J. Bader, D. Brockhoff, S. Welten, and E. Zitzler. On Using Populations of Sets in Multiobjective Optimization, 5th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2009), accepted for publication. D. Brockhoff, T. Ulrich, and E. Zitzler. Pattern Identification in Pareto-Set Approximations, Genetic and Evolutionary Computation Conference (GECCO 2008), ACM Press, pages , T. Hohm, M. Egli, S. Gaehwiler, S. Bleuler, J. Feller, D. Frick, R. Huber, M. Karlsson, R. Lingenhagen, T. Ruetimann, T. Sasse, T. Steiner, J. Stocker, and E. Zitzler. An Evolutionary Algorithm for the Block Stacking Problem, Conference on Artificial Evolution, to appear. S. Bleuler, J. Bader, and E. Zitzler. Reducing Bloat in GP with Multiple Objectives. In: Multi-Objective Problem Solving from Nature: From Concepts to Applications, Springer-Verlag, pages , M. Calonder, S. Bleuler, and E. Zitzler. Module Identification from Heterogeneous Biological Data Using Multiobjective Evolutionary Algorithms, 9th International Conference on Parallel Problem Solving From Nature (PPSN-IX), Springer-Verlag, pages , S. Bleuler, M. Brack, L. Thiele, and E. Zitzler. Multiobjective genetic programming: Reducing bloat by using SPEA2, Congress on Evolutionary Computation (CEC 2001), IEEE Press, pages , Continuing Education (Courses Attended) Scientific Journalism 2007 Medientraining 2007 Formulieren im Hochschulunterricht 2006 Teaching Portfolio 2005 Moderation 2005 Technikbildung und Gesellschaft 2004 Interdisziplinäre Lehrveranstaltungen 2004 Unterrichttipps 2004 Interaktivität im Hochschulunterricht 2003 Assessment Center for Group Leaders 2003 Professional Service Organization Organizer, Dagstuhl Seminar on Hybrid and Robust Approaches to Multiobjective Optimization, Wadern, Germany 2009 Organizer, Summer School on Computational Biology, Ftan, Switzerland 2008 Workshop Chair, Cross-Departmental Workshop on Interdisciplinarity in Research and Teaching at ETH Zurich 2007 Workshop Chair, Bio-Inspired Computing in Computational Biology, International Conference on Parallel Problem Solving from Nature (PPSN) 2006 Guest Editor, Special Issue on Evolutionary Multi-Criterion Optimization, European Journal of Operations Research 2005

5 General Chair, International Conference on Evolutionary Multi-Criterion Optimization (EMO) 2001, 2003, 2005 Track Chair, Evolutionary Multiobjective Optimization, International Conference on Genetic and Evolutionary Computation (GECCO) 2005 Organizer, Colloquium on Reverse Engineering of Genetic Regulatory Networks, ETH Zurich / University of Zurich 2004, 2005 Publicity Chair, International Conference on Parallel Problem Solving from Nature (PPSN) 2004 Special Session Chair, Congress on Evolutionary Computation (CEC) 2002, 2007 Organizer, Colloquium on Biologically Inspired Computation (BIC), ETH Zurich / University of Zurich 2001 Program Committees International Conference on Embedded Software and Systems (ICESS) 2008 Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) 2008 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making (MCDM) 2007, 2008 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology 2007 International Conference on Evolutionary Multi-Criterion Optimization (EMO) 2007, 2009 International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA) 2007, 2008, 2009 International Conference on Computational Intelligence and Security (CIS) 2006, 2007 International Conference on Artificial Evolution (EA) 2005, 2007 International Conference on Simulated Evolution And Learning 2002, 2004 International Conference on Parallel Problem Solving from Nature (PPSN) 2000, 2002, 2004, 2006, 2008 International Conference on Genetic and Evolutionary Computation (GECCO) 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008 International Conference on Intelligent Systems for Molecular Biology (ISMB) 2005 International Conference on Evolutionary Computation for Design, Optimization and Control (EUROGEN) 2003, 2005, 2007, 2009 Evolutionary Computation and Bioinformatics Workshop (EvoBIO) 2005, 2006, 2007 Editorial Board Memberships Journal of Evolutionary Computation (MIT Press) since 2007 The Open Operational Research Journal (Bentham Science Publishers) since 2007 Steering Committee International Conference on Evolutionary Multi-Criterion Optimization (EMO) since 2001 Reviewing Books: Kluwer Academic Publishers, Springer-Verlag, Wiley Project Proposals: Swiss National Science Foundation, Switzerland; Swiss Institute of Bioinformatics, Switzerland; Engineering and Physical Sciences Research Council, UK; INRIA, France; FWF, Austria; Leverhulme Trust, UK; The Royal Society, UK Journals: Fundamenta Informaticae, Annals of Operations Research, Nucleic Acids Research, BMC Bioinformatics, Bioinformatics Journal, IEEE Transactions on Computational Biology and Bioinformatics, Evolutionary Computation Journal, IEEE Transactions on Evolutionary Computation, IEEE Transactions on Man, Systems, and Cybernetics, Journal of Mechanical Design, Knowledge and Information Systems Journal, Journal for Numerical Methods in Engineering, European Journal of Operational Research, Genetic Programming and Evolvable Machines Journal, Journal of Multi-Criteria Decision Analysis, Journal of Global Optimization, Advances in Water Resources, Journal of Computer Mathematics, Journal of Optimization Methods and Software, Journal of AI Tools, Advances in Water Resources, Theoretical Computer Science Journal, BMC Systems Biology Memberships International Society for Computational Biology since 2005 International Society on Multiple Criteria Decision Making since 2001 Institute of Electrical and Electronics Engineers (IEEE) since 2001 German Society for Computer Science (GI) since 1989

6 Personal Data Nationality: German Date and place of birth: 10 October 1970, Münster (Westf.), Germany Publications Citations Web of Science: 1988 (December 2008) H-index: 28 according to Google Scholar, 13 according to Web of Science (December 2008) CiteseerX: 1303 overall, rank 2865 of the most cited computer scientists (February 2008) Monographs 1. E. Zitzler. Evolutionary Algorithms for Multiobjective Optimization: Methods and Applications, Aachen, Germany, December Shaker Verlag. Edited Volumes 2. H.-G. Beyer, U.-M. O Reilly, D. V. Arnold, W. Banzhaf, C. Blum, E. W. Bonabeau, E. Cantu-Paz, D. Dasgupta, K. Deb, J. A. Foster, E. D. de Jong, H. Lipson, X. Llora, S. Mancoridis, M. Pelikan, G. R. Raidl, T. Soule, A. M. Tyrrell, J.-P. Watson, and E. Zitzler, editors. Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2005), New York, NY, July ACM Press. 3. C. A. Coello Coello, A. Hernandez Aguirre, and E. Zitzler, editors. Proceedings of the Third International Conference on Evolutionary Multi-Criterion Optimization (EMO 2005), volume 3242 of Lecture Notes in Computer Science, Berlin, Germany, March Springer-Verlag. 4. C. Fonseca, P. Fleming, E. Zitzler, K. Deb, and L. Thiele, editors. Proceedings of the Second International Conference on Evolutionary Multi-Criterion Optimization (EMO 2003), volume 2632 of Lecture Notes in Computer Science, Berlin, Germany, April Springer-Verlag. 5. E. Zitzler, K. Deb, L. Thiele, C. A. Coello Coello, and D. Corne, editors. Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization (EMO 2001), volume 1993 of Lecture Notes in Computer Science, Berlin, Germany, March Springer-Verlag. Bookchapters 6. E. Zitzler, J. Knowles, and L. Thiele. Quality Assessment of Pareto Set Approximations. In: Multiobjective Optimization: Interactive and Evolutionary Approaches, Springer-Verlag, pages , D. Brockhoff, D. Saxena, K. Deb and E. Zitzler. Assessing the Intrinsic Number of Objectives in a Problem. In: Multi-Objective Problem Solving from Nature: From Concepts to Applications, Springer-Verlag, pages , S. Bleuler, J. Bader, and E. Zitzler. Reducing Bloat in GP with Multiple Objectives. In: Multi-Objective Problem Solving from Nature: From Concepts to Applications, Springer-Verlag, pages , D. Schöner, S. Barkow, S. Bleuler, A. Wille, P. Zimmermann, P. Bühlmann, W. Gruissem, and E. Zitzler. Network Analysis of Systems Elements. In: Plant Systems Biology, Birkhäuser, pages , S. Künzli, L. Thiele, and E. Zitzler. Multi-criteria Decision Making in Embedded System Design. In: System On Chip: Next Generation Electronics, London, UK, IEE Press, pages 3-28, K. Deb, L. Thiele, M. Laumanns, and E. Zitzler. Scalable Test Problems for Evolutionary Multi-Objective Optimization. In: Evolutionary Computation Based Multi-Criteria Optimization: Theoretical Advances and Applications, London, UK, Springer-Verlag, pages , S. Künzli, S. Bleuler, L. Thiele, and E. Zitzler. A Computer Engineering Benchmark Application for Multiobjective Optimizers. In: Applications of Multi-Objective Evolutionary Algorithms, World Scientific Publishing, pages , Peer Reviewed Journals 13. D. Brockhoff, T. Friedrich, N. Hebbinghaus, C. Klein, F. Neumann, and E. Zitzler. On the Effects of Adding Objectives to Plateau Functions, IEEE Transactions on Evolutionary Computation, accepted for publication. 14. D. Brockhoff and E. Zitzler. Objective Reduction in Evolutionary Multiobjective Optimization: Theory and Applications, Evolutionary Computation, accepted for publication. 15. T. Siegfried, S. Bleuler, M. Laumanns, E. Zitzler, and W. Kinzelbach. Multi-Objective Groundwater Management Using Evolutionary Algorithms, IEEE Transactions on Evolutionary Computation, accepted for publication.

7 16. T. Hohm and E. Zitzler. Pattern detection and similarity evaluation for stripe like patterns for qualitative spatial gene expression data, IEEE Engineering in Medicine and Biology Magazine, accepted for publication. 17. S. Bleuler, P. Zimmermann, M. Friberg, and E. Zitzler. Discovering Trends in Gene Expression Data Using a Hybrid Evolutionary Algorithm, Algorithmic Operations Research, 3(2), S. Barkow, S. Bleuler, A. Prelic, P. Zimmermann, and E. Zitzler. BicAT: A Biclustering Analysis Toolbox, Bioinformatics, 22(10), pages , M. Basseur and E. Zitzler. Handling Uncertainty in Indicator-Based Multiobjective Optimization, International Journal of Computational Intelligence Research, 2(3), pages , A. Prelic, S. Bleuler, P. Zimmermann, A. Wille, P. Bühlmann, W. Gruissem, L. Hennig, L. Thiele, and E. Zitzler. Comparison of Biclustering Methods: A Systematic Comparison and Evaluation of Biclustering Methods for Gene Expression Data, Bioinformatics, 22(9), pages , M. Laumanns, L. Thiele and E. Zitzler. An Efficient Metaheuristic Based on the Epsilon-Constraint Method, European Journal of Operational Research, 169(3), pages , S. Künzli, L. Thiele, and E. Zitzler. A Modular Design Space Exploration Framework for Embedded Systems, IEE Proceedings Computers & Digital Techniques, 152(2), pages , A. Wille, P. Zimmermann, E. Vranova, A. Fürholz, O. Laule, S. Bleuler, L. Hennig, A. Prelic, P. von Rohr, L. Thiele, E. Zitzler, W. Gruissem, and P. Bühlmann. Sparse graphical Gaussian modeling of the isoprenoid gene network in Arabidopsis thaliana, Genome Biology, 5(11), N. K. Bambha, S. Bhattacharyya, J. Teich, and E. Zitzler. Systematic Integration of Parameterized Local Search into Evolutionary Algorithms, IEEE Transactions on Evolutionary Computation, 8(2), pages , M. Laumanns, L. Thiele, and E. Zitzler. Running Time Analysis of Evolutionary Algorithms on a Simplified Multiobjective Knapsack Problem, Natural Computing, 3(1), pages 37-51, M. Laumanns, L. Thiele, and E. Zitzler. Running Time Analysis of Multiobjective Evolutionary Algorithms on Pseudo-Boolean Functions, IEEE Transactions on Evolutionary Computation, 8(2), pages , R. Hubley, E. Zitzler, and J. Roach. Evolutionary algorithms for the selection of single nucleotide polymorphisms, BMC Bioinformatics, 4(30), E. Zitzler, L. Thiele, M. Laumanns, C. M. Fonseca, and V. Grunert da Fonseca. Performance Assessment of Multiobjective Optimizers: An Analysis and Review, IEEE Transaction on Evolutionary Computation, 7(2), pages , M. Laumanns, L. Thiele, K. Deb, and E. Zitzler. Combining Convergence and Diversity in Evolutionary Multiobjective Optimization, Evolutionary Computation, 10(3), pages , E. Zitzler, J. Teich, and S. S. Bhattacharyya. Evolutionary algorithms for the synthesis of embedded software, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 8(4), pages , M. Eisenring, L. Thiele, and E. Zitzler. Conflicting criteria in embedded system design, IEEE Design & Test, 17(2), pages 51 59, E. Zitzler, K. Deb, and L. Thiele. Comparison of multiobjective evolutionary algorithms: Empirical results, Evolutionary Computation, 8(2), pages , E. Zitzler, J. Teich, and S. S. Bhattacharyya. Multidimensional exploration of software implementations for DSP algorithms, Journal of VLSI Signal Processing, 24(1), pages 83 98, E. Zitzler and L. Thiele. Multiobjective evolutionary algorithms: A comparative case study and the strength pareto approach, IEEE Transactions on Evolutionary Computation, 3(4), pages , Peer Reviewed Conference and Workshop Proceedings 35. J. Bader, D. Brockhoff, S. Welten, and E. Zitzler. On Using Populations of Sets in Multiobjective Optimization, 5th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2009), accepted for publication. 36. J. Bader, K. Deb, and E. Zitzler. Faster Hypervolume-based Search Using Monte Carlo Sampling, MCDM 2008 Conference, accepted for publication. 37. E. Zitzler, L. Thiele, and J. Bader. SPAM: Set Preference Algorithm for Multiobjective Optimization, Conference on Parallel Problem Solving From Nature (PPSN X), Springer-Verlag, pages , D. Brockhoff, T. Ulrich, and E. Zitzler. Pattern Identification in Pareto-Set Approximations, Genetic and Evolutionary Computation Conference (GECCO 2008), ACM Press, pages , T. Hohm, M. Egli, S. Gaehwiler, S. Bleuler, J. Feller, D. Frick, R. Huber, M. Karlsson, R. Lingenhagen, T. Ruetimann, T. Sasse, T. Steiner, J. Stocker, and E. Zitzler. An Evolutionary Algorithm for the Block Stacking Problem, Conference on Artificial Evolution, Springer-Verlag, pages , D. Brockhoff and E. Zitzler. Improving Hypervolume-based Multiobjective Evolutionary Algorithms by Using Objective Reduction Methods, Congress on Evolutionary Computation (CEC 2007), IEEE Press, pages , 2007.

8 41. S. Bleuler and E. Zitzler. Discrimination of Metabolic Flux Profiles Using a Hybrid Evolutionary Algorithm, Genetic and Evolutionary Computation Conference (GECCO 2007), ACM Press, pages , D. Brockhoff, T. Friedrich, N. Hebbinghaus, C. Klein, F. Neumann, and E. Zitzler. Do Additional Objectives Make a Problem Harder? Genetic and Evolutionary Computation Conference (GECCO 2007), ACM Press, pages , T. Hohm and E. Zitzler. Modeling the Shoot Apical Meristem in A. thaliana: Parameter Estimation for Spatial Pattern Formation, Workshop on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, Springer-Verlag, pages , D. Brockhoff and E. Zitzler. Dimensionality Reduction in Multiobjective Optimization: The Minimum Objective Subset Problem, Operations Research (OR 2006), Springer-Verlag, pages , E. Zitzler, D. Brockhoff, L. Thiele. The Hypervolume Indicator Revisited: On the Design of Pareto-Compliant Indicators Using Weighted Integration, 4th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2007), Springer-Verlag, pages , D. Brockhoff and E. Zitzler. Are All Objectives Necessary? On Dimensionality Reduction in Evolutionary Multiobjective Optimization, 9th International Conference on Parallel Problem Solving From Nature (PPSN-IX), Springer-Verlag, pages , M. Calonder, S. Bleuler, and E. Zitzler. Module Identification from Heterogeneous Biological Data Using Multiobjective Evolutionary Algorithms, 9th International Conference on Parallel Problem Solving From Nature (PPSN-IX), Springer-Verlag, pages , M. Basseur and E. Zitzler. A Preliminary Study On Handling Uncertainty in Multiobjective Optimization, European Workshop on Evolultionary Algorithms in Stochastic and Noisy Environments (EvoSTOC 06), Springer-Verlag, pages , S. Bleuler and E. Zitzler. Order Preserving Clustering over Multiple Time Course Experiments, European Workshop on Evolultionary Computation and Bioinformatics (EvoBIO 05), Springer-Verlag, pages 33-43, S. Bleuler, A. Prelic, and E. Zitzler. An EA Framework for Biclustering of Gene Expression Data, Congress on Evolutionary Computation (CEC 2004), IEEE Press, pages , E. Zitzler and S. Künzli. Indicator-Based Selection in Multiobjective Search, 8th International Conference on Parallel Problem Solving from Nature (PPSN VIII), Springer-Verlag, pages , E. Zitzler, M. Laumanns, and S. Bleuler. A Tutorial on Evolutionary Multiobjective Optimization, Metaheuristics for Multiobjective Optimisation, Springer-Verlag, pages 3-38, S. Bleuler, M. Laumanns, L. Thiele, and E. Zitzler. PISA A Platform and Programming Independent Interface for Search Algorithms, 2nd International Conference on Evolutionary Multi-Criterion Optimization (EMO 2003), Springer-Verlag, pages , M. Laumanns, L. Thiele, E. Zitzler, E. Welzl, and K. Deb. Running time analysis of multi-objective evolutionary algorithms on a simple discrete optimization problem. 7th International Conference on Parallel Problem Solving From Nature (PPSN VII), Springer-Verlag, pages 44 53, E. Zitzler, M. Laumanns, L. Thiele, C. M. Fonseca, and V. Grunert da Fonseca. Why Quality Assessment Of Multiobjective Optimizers Is Difficult, Genetic and Evolutionary Computation Conference (GECCO 2002), Morgan Kaufmann, pages , M. Laumanns, L. Thiele, K. Deb, and E. Zitzler. Archiving with Guaranteed Convergence And Diversity in Multi-objective Optimization, Genetic and Evolutionary Computation Conference (GECCO 2002), Morgan Kaufmann, pages , K. Deb, L. Thiele, M. Laumanns, and E. Zitzler. Scalable multiobjective optimization test problems, Congress on Evolutionary Computation (CEC 2002), IEEE Press, pages , E. Zitzler. Evolutionary algorithms for multiobjective optimization, Evolutionary Methods for Design, Optimisation, and Control (EUROGEN 2001), CIMNE, pages 19 26, E. Zitzler, M. Laumanns, and L. Thiele. SPEA2: Improving the strength pareto evolutionary algorithm for multiobjective optimization, Evolutionary Methods for Design, Optimisation, and Control, CIMNE, pages , R. Hubley, E. Zitzler, A. F. Siegel, and J. Roach. Multiobjective Genetic Marker Selection, Advances in Nature- Inspired Computation: The PPSN VII Workshops, PEDAL, University of Reading, UK, pages 32 33, M. Laumanns, E. Zitzler, and L. Thiele. Multiple criteria decision support by evolutionary computation, Sustainability in the Information Society, 15th International Symposium Informatics for Environmental Protection, Metropolis Verlag, pages , N. K. Bambha, S. S. Bhattacharyya, J. Teich, and E. Zitzler. Hybrid search strategies for dynamic voltage scaling in embedded multiprocessors, 9th International Symposium on Hardware/Software Codesign, ACM Press, pages , S. Bleuler, M. Brack, L. Thiele, and E. Zitzler. Multiobjective genetic programming: Reducing bloat by using SPEA2, Congress on Evolutionary Computation (CEC 2001), IEEE Press, pages , 2001.

9 64. M. Laumanns, E. Zitzler, and L. Thiele. On the effects of archiving, elitism, and density based selection in evolutionary multi-objective optimization, 1st International Conference on Evolutionary Multi-Criterion Optimization (EMO 2001), Springer-Verlag, pages , E. Zitzler, J. Teich, and S. S. Bhattacharyya. Optimizing the efficiency of parameterized local search within global search: A preliminary study, Congress on Evolutionary Computation (CEC 2000), IEEE Press, pages , M. Laumanns, E. Zitzler, and L. Thiele. A unified model for multiobjective evolutionary algorithms with elitism, Congress on Evolutionary Computation (CEC 2000), IEEE Press, pages 46 53, E. Zitzler, K. Deb, and L. Thiele. Comparison of multiobjective evolutionary algorithms on test functions of different difficulty, Genetic and Evolutionary Computation Conference (GECCO 1999): Workshop Program, pages , J. Teich, E. Zitzler, and S. S. Bhattacharyya. 3d exploration of software schedules for DSP algorithms, 7th International Workshop on Hardware/Software Codesign (CODES 1999), ACM Press, pages , J. Teich, E. Zitzler, and S. S. Bhattacharyya. Optimized software synthesis for digital signal processing algorithms - an evolutionary approach, IEEE Workshop on SIGNAL PROCESSING SYSTEMS (SiPS 1998), IEEE Press, pages , E. Zitzler, J. Teich, and S. S. Bhattacharyya. Evolutionary algorithm based exploration of software schedules for digital signal processors, Genetic and Evolutionary Computation Conference (GECCO 1999), Morgan Kaufmann, pages , J. Teich, E. Zitzler, and S. S. Bhattacharyya. Buffer memory optimization in DSP applications an evolutionary approach, 5th International Conference on Parallel Problem Solving from Nature (PPSN-V), Springer-Verlag, pages , E. Zitzler and L. Thiele. Multiobjective optimization using evolutionary algorithms a comparative case study, 5th International Conference on Parallel Problem Solving from Nature (PPSN-V), Springer-Verlag, pages , Miscellaneous 73. E. Zitzler, L. Thiele, and J. Bader. On Set-Based Multiobjective Optimization (Revised Version), Technical Report 300, Computer Engineering and Networks Laboratory (TIK), ETH Zurich, December J. Bader and E. Zitzler. HypE: An Algorithm for Fast Hypervolume-Based Many-Objective Optimization. Technical Report 286, Computer Engineering and Networks Laboratory (TIK), ETH Zurich, November D. Brockhoff and E. Zitzler. Dimensionality Reduction in Multiobjective Optimization with (Partial) Dominance Structure Preservation: Generalized Minimum Objective Subset Problems, Technical Report 247, Computer Engineering and Networks Laboratory (TIK), ETH Zurich, April D. Brockhoff and E. Zitzler. On Objective Conflicts and Objective Reduction in Multiple Criteria Optimization, Technical Report 243, Computer Engineering and Networks Laboratory (TIK), ETH Zurich, February S. Bleuler, P. Zimmermann, M. Friberg, A. Wille, S. Barkow, D. Brockhoff, D. Schöner, L. Hennig, P. Bühlmann, W. Gruissem, L. Thiele, E. Zitzler. Cluster Analysis of Multiple Time Course Data Sets, Technical Report 241, Computer Engineering and Networks Laboratory (TIK), ETH Zurich, February A. Prelic, S. Bleuler, P. Zimmermann, A. Wille, P. Bühlmann, W. Gruissem, L. Hennig, L. Thiele, and E. Zitzler. Comparison of Biclustering Methods: A Systematic Comparison and Evaluation of Biclustering Methods for Gene Expression Data, Technical Report 227, Computer Engineering and Networks Laboratory (TIK), ETH Zurich, July J. D. Knowles, L. Thiele, E. Zitzler. A Tutorial on the Performance Assessment of Stochastic Multiobjective Optimizers, Technical Report 214, Computer Engineering and Networks Laboratory (TIK), ETH Zurich, July M. Laumanns, L. Thiele, E. Zitzler. Running Time Analysis of Evolutionary Algorithms on Vector-Valued Pseudo-Boolean Functions, Technical Report 165, Computer Engineering and Networks Laboratory (TIK), ETH Zurich, May E. Zitzler, L. Thiele, M. Laumanns, C. M. Fonseca, and V. Grunert da Fonseca. Performance Assessment of Multiobjective Optimizers: An Analysis and Review, Technical Report 139, Computer Engineering and Networks Laboratory (TIK), ETH Zurich, June M. Laumanns, L. Thiele, E. Zitzler, E. Welzl, and K. Deb. Running time analysis of a multi-objective evolutionary algorithm on a simple discrete optimization problem, Technical Report 123, Computer Engineering and Networks Laboratory (TIK), ETH Zurich, January K. Deb, L. Thiele, M. Laumanns, and E. Zitzler. Scalable test problems for evolutionary multi-objective optimization, Technical Report 112, Computer Engineering and Networks Laboratory (TIK), ETH Zurich, July M. Laumanns, L. Thiele, K. Deb, and E. Zitzler. On the convergence and diversity-preservation properties of multi-objective evolutionary algorithms, Technical Report 108, Computer Engineering and Networks Laboratory (TIK), ETH Zurich, May 2001.

10 85. E. Zitzler, M. Laumanns, and L. Thiele. SPEA2: Improving the strength pareto evolutionary algorithm, Technical Report 103, Computer Engineering and Networks Laboratory (TIK), ETH Zurich, May E. Zitzler, K. Deb, and L. Thiele. Comparison of multiobjective evolutionary algorithms: Empirical results (revised version), Technical Report 70, Computer Engineering and Networks Laboratory (TIK), ETH Zurich, December M. Eisenring, E. Zitzler, and L. Thiele. CoFrame: A Modular Co-Design Framework for Heterogeneous Distributed Systems, Technical Report 81, Computer Engineering and Networks Laboratory (TIK), ETH Zurich, October E. Zitzler, J. Teich, and S. S. Bhattacharyya. Optimized software synthesis for DSP using randomization techniques (revised version of TIK Report 32), Technical Report 75, Computer Engineering and Networks Laboratory (TIK), ETH Zurich, July J. Teich, E. Zitzler, and S. S. Bhattacharyya. 3d exploration of software schedules for DSP algorithms, Technical Report 56, Computer Engineering and Networks Laboratory (TIK), ETH Zurich, April E. Zitzler and L, Thiele. An evolutionary algorithm for multiobjective optimization: The strength pareto approach, Technical Report 43, Computer Engineering and Networks Laboratory (TIK), ETH Zurich, May J. Teich, E. Zitzler, and S. S. Bhattacharyya. Optimized software synthesis for digital signal processing algorithms - an evolutionary approach, Technical Report 32, Computer Engineering and Networks Laboratory (TIK), ETH Zurich, January G. Fankhauser, C. Conrad, E. Zitzler, and B. Plattner. Topsy a teachable operating system, Scriptum, Computer Engineering and Networks Laboratory (TIK), ETH Zurich, December 1997.