Eckart Zitzler

Anne Auger, Johannes Bader, Dimo Brockhoff, Eckart Zitzler: Hypervolume-based multiobjective optimization: Theoretical foundations and practical implications. Theor. Comput. Sci. 425: 75-103 (2012)

Salvatore Greco, Joshua D. Knowles, Kaisa Miettinen, Eckart Zitzler: Learning in Multiobjective Optimization (Dagstuhl Seminar 12041). Dagstuhl Reports 2(1): 50-99 (2012)

Johannes Bader, Eckart Zitzler: HypE: An Algorithm for Fast Hypervolume-Based Many-Objective Optimization. Evolutionary Computation 19(1): 45-76 (2011)

Tim Hohm, Eckart Zitzler: A hierarchical approach to model parameter optimization for developmental systems. Biosystems 102(2-3): 157-167 (2010)

Eckart Zitzler, Lothar Thiele, Johannes Bader: On Set-Based Multiobjective Optimization. IEEE Trans. Evolutionary Computation 14(1): 58-79 (2010)

Tamara Ulrich, Johannes Bader, Eckart Zitzler: Integrating decision space diversity into hypervolume-based multiobjective search. GECCO 2010: 455-462

Dimo Brockhoff, Eckart Zitzler: Objective Reduction in Evolutionary Multiobjective Optimization: Theory and Applications. Evolutionary Computation 17(2): 135-166 (2009)

Tobias Siegfried, Stefan Bleuler, Marco Laumanns, Eckart Zitzler, Wolfgang Kinzelbach: Multiobjective Groundwater Management Using Evolutionary Algorithms. IEEE Trans. Evolutionary Computation 13(2): 229-242 (2009)

Dimo Brockhoff, Tobias Friedrich, Nils Hebbinghaus, Christian Klein, Frank Neumann, Eckart Zitzler: On the Effects of Adding Objectives to Plateau Functions. IEEE Trans. Evolutionary Computation 13(3): 591-603 (2009)

Johannes Bader, Dimo Brockhoff, Samuel Welten, Eckart Zitzler: On Using Populations of Sets in Multiobjective Optimization. EMO 2009: 140-154

Anne Auger, Johannes Bader, Dimo Brockhoff, Eckart Zitzler: Theory of the hypervolume indicator: optimal μ-distributions and the choice of the reference point. FOGA 2009: 87-102

Tim Hohm, Eckart Zitzler: Multiobjectivization for parameter estimation: a case-study on the segment polarity network of drosophila. GECCO 2009: 209-216

Anne Auger, Johannes Bader, Dimo Brockhoff, Eckart Zitzler: Articulating user preferences in many-objective problems by sampling the weighted hypervolume. GECCO 2009: 555-562

Anne Auger, Johannes Bader, Dimo Brockhoff, Eckart Zitzler: Investigating and exploiting the bias of the weighted hypervolume to articulate user preferences. GECCO 2009: 563-570

Tim Hohm, Eckart Zitzler: A Multiobjective Evolutionary Algorithm for Numerical Parameter Space Characterization of Reaction Diffusion Systems. PRIB 2009: 162-174

Stefan Bleuler, Philip Zimmermann, Markus T. Friberg, Eckart Zitzler: Discovering Trends in Gene Expression Data Using a Hybrid Evolutionary Algorithm. Algorithmic Operations Research 3(2) (2008)

Eckart Zitzler, Joshua D. Knowles, Lothar Thiele: Quality Assessment of Pareto Set Approximations. Multiobjective Optimization 2008: 373-404

Tamara Ulrich, Dimo Brockhoff, Eckart Zitzler: Pattern identification in pareto-set approximations. GECCO 2008: 737-744

Eckart Zitzler, Kalyanmoy Deb: Evolutionary multiobjective optimization. GECCO (Companion) 2008: 2467-2486

Johannes Bader, Kalyanmoy Deb, Eckart Zitzler: Faster Hypervolume-Based Search Using Monte Carlo Sampling. MCDM 2008: 313-326

Eckart Zitzler, Lothar Thiele, Johannes Bader: SPAM: Set Preference Algorithm for Multiobjective Optimization. PPSN 2008: 847-858

Tim Hohm, Matthias Egli, Samuel Gaehwiler, Stefan Bleuler, Jonathan Feller, Damian Frick, Richard Huber, Mathias Karlsson, Reto Lingenhag, Thomas Ruetimann, Tom Sasse, Thomas Steiner, Janine Stocker, Eckart Zitzler: An Evolutionary Algorithm for the Block Stacking Problem. Artificial Evolution 2007: 112-123

Dimo Brockhoff, Eckart Zitzler: Improving hypervolume-based multiobjective evolutionary algorithms by using objective reduction methods. IEEE Congress on Evolutionary Computation 2007: 2086-2093

Tim Hohm, Eckart Zitzler: Modeling the Shoot Apical Meristem in A. thaliana : Parameter Estimation for Spatial Pattern Formation. EvoBIO 2007: 102-113

Stefan Bleuler, Eckart Zitzler: Discrimination of metabolic flux profiles using a hybrid evolutionary algorithm. GECCO 2007: 354-360

Dimo Brockhoff, Tobias Friedrich, Nils Hebbinghaus, Christian Klein, Frank Neumann, Eckart Zitzler: Do additional objectives make a problem harder? GECCO 2007: 765-772

Eckart Zitzler, Kalyanmoy Deb: Evolutionary multiobjective optimization. GECCO (Companion) 2007: 3792-3809

Amela Prelic, Stefan Bleuler, Philip Zimmermann, Anja Wille, Peter Bühlmann, Wilhelm Gruissem, Lars Hennig, Lothar Thiele, Eckart Zitzler: A systematic comparison and evaluation of biclustering methods for gene expression data. Bioinformatics 22(9): 1122-1129 (2006)

Simon Barkow, Stefan Bleuler, Amela Prelic, Philip Zimmermann, Eckart Zitzler: BicAT: a biclustering analysis toolbox. Bioinformatics 22(10): 1282-1283 (2006)

Marco Laumanns, Lothar Thiele, Eckart Zitzler: An efficient, adaptive parameter variation scheme for metaheuristics based on the epsilon-constraint method. European Journal of Operational Research 169(3): 932-942 (2006)

Eckart Zitzler, Dimo Brockhoff, Lothar Thiele: The Hypervolume Indicator Revisited: On the Design of Pareto-compliant Indicators Via Weighted Integration. EMO 2006: 862-876

Matthieu Basseur, Eckart Zitzler: A Preliminary Study on Handling Uncertainty in Indicator-Based Multiobjective Optimization. EvoWorkshops 2006: 727-739

Dimo Brockhoff, Eckart Zitzler: Dimensionality Reduction in Multiobjective Optimization: The Minimum Objective Subset Problem. OR 2006: 423-429

Dimo Brockhoff, Eckart Zitzler: Are All Objectives Necessary? On Dimensionality Reduction in Evolutionary Multiobjective Optimization. PPSN 2006: 533-542

Michael Calonder, Stefan Bleuler, Eckart Zitzler: Module Identification from Heterogeneous Biological Data Using Multiobjective Evolutionary Algorithms. PPSN 2006: 573-582

Marco Laumanns, Lothar Thiele, Eckart Zitzler: An Adaptive Scheme to Generate the Pareto Front Based on the Epsilon-Constraint Method. Practical Approaches to Multi-Objective Optimization 2005

Stefan Bleuler, Eckart Zitzler: Order Preserving Clustering over Multiple Time Course Experiments. EvoWorkshops 2005: 33-43

Carlos A. Coello Coello, Arturo Hernández Aguirre, Eckart Zitzler (Eds.): Evolutionary Multi-Criterion Optimization, Third International Conference, EMO 2005, Guanajuato, Mexico, March 9-11, 2005, Proceedings. Lecture Notes in Computer Science 3410, Springer 2005, isbn 3-540-24983-4

Marco Laumanns, Lothar Thiele, Eckart Zitzler: Running time analysis of evolutionary algorithms on a simplified multiobjective knapsack problem. Natural Computing 3(1): 37-51 (2004)

Neal K. Bambha, Shuvra S. Bhattacharyya, Jürgen Teich, Eckart Zitzler: Systematic integration of parameterized local search into evolutionary algorithms. IEEE Trans. Evolutionary Computation 8(2): 137-155 (2004)

Marco Laumanns, Lothar Thiele, Eckart Zitzler: Running time analysis of multiobjective evolutionary algorithms on pseudo-Boolean functions. IEEE Trans. Evolutionary Computation 8(2): 170-182 (2004)

Neal K. Bambha, Shuvra S. Bhattacharyya, Jürgen Teich, Eckart Zitzler: Systematic Integration of Parameterized Local Search Techniques in Evolutionary Algorithms. GECCO (2) 2004: 383-384

Eckart Zitzler, Simon Künzli: Indicator-Based Selection in Multiobjective Search. PPSN 2004: 832-842

Robert M. Hubley, Eckart Zitzler, Jared C. Roach: Evolutionary algorithms for the selection of single nucleotide polymorphisms. BMC Bioinformatics 4: 30 (2003)

Eckart Zitzler, Lothar Thiele, Marco Laumanns, Carlos M. Fonseca, Viviane Grunert da Fonseca: Performance assessment of multiobjective optimizers: an analysis and review. IEEE Trans. Evolutionary Computation 7(2): 117-132 (2003)

Stefan Bleuler, Marco Laumanns, Lothar Thiele, Eckart Zitzler: PISA: A Platform and Programming Language Independent Interface for Search Algorithms. EMO 2003: 494-508

Carlos M. Fonseca, Peter J. Fleming, Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele (Eds.): Evolutionary Multi-Criterion Optimization, Second International Conference, EMO 2003, Faro, Portugal, April 8-11, 2003, Proceedings. Lecture Notes in Computer Science 2632, Springer 2003, isbn 3-540-01869-7

Marco Laumanns, Lothar Thiele, Kalyanmoy Deb, Eckart Zitzler: Combining Convergence and Diversity in Evolutionary Multiobjective Optimization. Evolutionary Computation 10(3): 263-282 (2002)

Marco Laumanns, Lothar Thiele, Eckart Zitzler, Kalyanmoy Deb: Archiving With Guaranteed Convergence And Diversity In Multi-objective Optimization. GECCO 2002: 439-447

Eckart Zitzler, Marco Laumanns, Lothar Thiele, Carlos M. Fonseca, Viviane Grunert da Fonseca: Why Quality Assessment Of Multiobjective Optimizers Is Difficult. GECCO 2002: 666-674

Marco Laumanns, Lothar Thiele, Eckart Zitzler, Emo Welzl, Kalyanmoy Deb: Running Time Analysis of Multi-objective Evolutionary Algorithms on a Simple Discrete Optimization Problem. PPSN 2002: 44-53

Neal K. Bambha, Shuvra S. Bhattacharyya, Jürgen Teich, Eckart Zitzler: Hybrid global/local search strategies for dynamic voltage scaling in embedded multiprocessors. CODES 2001: 243-248

Marco Laumanns, Eckart Zitzler, Lothar Thiele: On the Effects of Archiving, Elitism, and Density Based Selection in Evolutionary Multi-objective Optimization. EMO 2001: 181-196

Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele, Carlos A. Coello Coello, David Corne (Eds.): Evolutionary Multi-Criterion Optimization, First International Conference, EMO 2001, Zurich, Switzerland, March 7-9, 2001, Proceedings. Lecture Notes in Computer Science 1993, Springer 2001, isbn 3-540-41745-1

Michael Eisenring, Lothar Thiele, Eckart Zitzler: Conflicting Criteria in Embedded System Design. IEEE Design & Test of Computers 17(2): 51-59 (2000)

Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele: Comparison of Multiobjective Evolutionary Algorithms: Empirical Results. Evolutionary Computation 8(2): 173-195 (2000)

Eckart Zitzler, Jürgen Teich, Shuvra S. Bhattacharyya: Evolutionary algorithms for the synthesis of embedded software. IEEE Trans. VLSI Syst. 8(4): 452-455 (2000)

Eckart Zitzler, Jürgen Teich, Shuvra S. Bhattacharyya: Multidimensional Exploration of Software Implementations for DSP Algorithms. VLSI Signal Processing 24(1): 83-98 (2000)

Eckart Zitzler, Lothar Thiele: Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach. IEEE Trans. Evolutionary Computation 3(4): 257-271 (1999)

Jürgen Teich, Eckart Zitzler, Shuvra S. Bhattacharyya: 3D exploration of software schedules for DSP algorithms. CODES 1999: 168-172

Eckart Zitzler, Lothar Thiele: Multiobjective Optimization Using Evolutionary Algorithms - A Comparative Case Study. PPSN 1998: 292-304

Jürgen Teich, Eckart Zitzler, Shuvra S. Bhattacharyya: Buffer Memory Optimization in DSP Applications - An Evolutionary Approach. PPSN 1998: 885-896