Publications
Peer-Reviewed
D. Plohmann, K. Yakdan, M. Klatt, J. Bader, E. Gerhards-Padilla
A Comprehensive Measurement Study of Domain Generating Malware
In Proceedings of the 37th IEEE Symposium on Security and Privacy (Oakland 2016), San Jose, CA, USA, pages 263-278
D. Brockhoff, J. Bader, L. Thiele and E. Zitzler
Directed Multiobjective Optimization Based on the Weighted Hypervolume Indicator
Journal of Multi-Criteria Decision Analysis
A. Auger, J. Bader, D. Brockhoff, and E. Zitzler
Hypervolume-based Multiobjective Optimization: Theoretical Foundations and Practical Implications
Theoretical Computer Science, 2012, Vol. 425, pages 75-103.
A. Auger, J. Bader, and D. Brockhoff
Theoretically Investigating Optimal μ-Distributions for the Hypervolume Indicator: First Results For Three Objectives
In R. Schaefer et al., editors, Conference on Parallel Problem Solving from Nature (PPSN XI), volume 6238 of LNCS, pages 586-596. Springer, 2010.
T. Ulrich, J. Bader, and L. Thiele
Defining and optimizing indicator-based diversity measures in multiobjective search
In R. Schaefer et al., editors, Conference on Parallel Problem Solving from Nature (PPSN XI), volume 6238 of LNCS, pages 707-717. Springer, 2010.
T. Ulrich, J. Bader, and E. Zitzler
Integrating Decision Space Diversity into Hypervolume-based Multiobjective Search
In Genetic and Evolutionary Computation Conference (GECCO 2010), pages 455-462, New York, NY, USA, 2010. ACM.
J. Bader, K. Deb, and E. Zitzler
Faster Hypervolume-based Search using Monte Carlo Sampling
In M. Ehrgott et al., editors, Conference on Multiple Criteria Decision Making (MCDM 2008), volume 634 of LNEMS, pages 313-326, Heidelberg, Germany, 2010.
A. Auger, J. Bader, D. Brockhoff, and E. Zitzler
Articulating User Preferences in Many-Objective Problems by Sampling the Weighted Hypervolume
In G. Raidl et al., editors, Genetic and Evolutionary Computation Conference (GECCO 2009), pages 555-562, New York, NY, USA, 2009. ACM.
A. Auger, J. Bader, D. Brockhoff, and E. Zitzler
Investigating and Exploiting the Bias of the Weighted Hypervolume to Articulate User Preferences
In G. Raidl et al., editors, Genetic and Evolutionary Computation Conference (GECCO 2009), pages 563-570, New York, NY, USA, 2009. ACM.
J. Bader, and E. Zitzler
Hype: An algorithm for fast hypervolume-based many-objective optimization
IEEE Transactions on Evolutionary Computation, Spring 2011, Vol. 19, No. 1, Pages 45-76
J. Bader, D. Brockhoff, S. Welten, and E. Zitzler
On Using Populations of Sets in Multiobjective Optimization
In M. Ehrgott et al., editors, Conference on Evolutionary Multi-Criterion Optimization (EMO 2009), volume 5467 of LNCS, pages 140-154. Springer, 2009.
J. Bader, and E. Zitzler
A Hypervolume-Based Optimizer for High-Dimensional Objective Spaces
In Conference on Multiple Objective and Goal Programming (MOPGP 2008), volume 638 of Lecture Notes in Economics and Mathematical Systems, pages 35-54. Springer, 2009.
A. Auger, J. Bader, D. Brockhoff, and E. Zitzler
Theory of the Hypervolume Indicator: Optimal μ-Distributions and the Choice of the Reference Point
In Foundations of Genetic Algorithms (FOGA 2009), pages 87-102, New York, NY, USA, 2009. ACM.
E. Zitzler, L. Thiele, and J. Bader
On Set-Based Multiobjective Optimization
IEEE Transactions on Evolutionary Computation, 2009. 14(1): 58 - 79
E. Zitzler, L. Thiele, and J. Bader
SPAM: Set Preference Algorithm for Multiobjective Optimization
In G. Rudolph et al., editors, Conference on Parallel Problem Solving From Nature (PPSN X), volume 5199 of LNCS, pages 847-858. Springer, 2008.
Technical Reports, Invited Bookchapters and Theses
J. Bader
Hypervolume-Based Search for Multiobjective Optimization: Theory and Methods
PhD thesis, ETH Zurich, Switzerland, 2010.
E. Zitzler, L. Thiele, and J. Bader
On Set-Based Multiobjective Optimization (Revised Version)
TIK Report 300, Computer Engineering and Networks Laboratory (TIK), ETH Zurich, December 2008.
J. Bader, and E. Zitzler
HypE: An Algorithm for Fast Hypervolume-Based Many-Objective Optimization
TIK Report 286, Computer Engineering and Networks Laboratory (TIK), ETH Zurich, November 2008.
J. Bader, and E. Zitzler
HypE: An Algorithm for Fast Hypervolume-Based Many-Objective Optimization
Draft Version, 2007.
G. Clément, and J. Bader
Tighter Upper Bound for the Number of Kobon Triangles
In J. Knowles, D. Corne, and K. Deb, editors, Multiobjective Problem Solving from Nature: From Concepts to Applications, pages 177-200. Springer, 2007.
S. Bleuler, J. Bader, and E. Zitzler
Reducing Bloat in GP with Multiple Objectives
Master's thesis, Department of Information Technology and Electrical Engineering, ETH Zurich, Computer Engineering and Networks Laboratory (TIK), ETH Zurich, Gloriastrasse 35, 8092 Zurich, Switzerland, 2006.
Posters
D. Brockhoff, and S. Welten
On Using Populations of Sets in Multiobjective Optimization
Poster presentation at Evolutionary Multi-Criterion Optimization (EMO 2009), Nantes, France, 2009.
J. Bader, M. Woehrle, E. Zitzler, and K. Deb
Design Space Exploration for Wireless Sensor Networks
Poster presentation at Festival International Médias Nord Sud, Centre Jawahar Kala Kendra de Jaipur, India, November, 2008.