Tobias Wagner

Publication Activity (10 Years)

Years Active: 2006-2016
Publications (10 Years): 9

Top Topics

Manufacturing Process

Multiobjective Optimization

Evolutionary Multiobjective Optimization

Top Venues

GECCO (Companion)

Publications

Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner
Benchmarking the Pure Random Search on the Bi-objective BBOB-2016 Testbed. GECCO (Companion) (2016)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner
The Impact of Search Volume on the Performance of RANDOMSEARCH on the Bi-objective BBOB-2016 Test Suite. GECCO (Companion) (2016)
Daniel Horn, Karin Schork, Tobias Wagner
Multi-objective Selection of Algorithm Portfolios: Experimental Validation. PPSN (2016)
Dimo Brockhoff, Tea Tusar, Dejan Tusar, Tobias Wagner, Nikolaus Hansen, Anne Auger
Biobjective Performance Assessment with the COCO Platform. CoRR (2016)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner
Benchmarking MATLAB's gamultiobj (NSGA-II) on the Bi-objective BBOB-2016 Test Suite. GECCO (Companion) (2016)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner
The Impact of Variation Operators on the Performance of SMS-EMOA on the Bi-objective BBOB-2016 Test Suite. GECCO (Companion) (2016)
Dimo Brockhoff, Tobias Wagner
GECCO 2016 Tutorial on Evolutionary Multiobjective Optimization. GECCO (Companion) (2016)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner
Benchmarking RM-MEDA on the Bi-objective BBOB-2016 Test Suite. GECCO (Companion) (2016)
Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Dejan Tusar, Tea Tusar, Tobias Wagner
GECCO'16 Black-Box Optimization Benchmarking Workshop (BBOB-2016): Workshop Chairs' Welcome Message. GECCO (Companion) (2016)
Dirk Biermann, Jürgen Gausemeier, Hans-Peter Heim, Stefan Hess, Marcus Petersen, Angela Ries, Tobias Wagner
Planning and optimisation of manufacturing process chains for functionally graded components - part 2: case study on self-reinforced thermoplastic composites. Prod. Eng. 9 (3) (2015)
Dimo Brockhoff, Bernd Bischl, Tobias Wagner
The Impact of Initial Designs on the Performance of MATSuMoTo on the Noiseless BBOB-2015 Testbed: A Preliminary Study. GECCO (Companion) (2015)
Md. Shahriar Mahbub, Tobias Wagner, Luigi Crema
Improving Robustness of Stopping Multi-objective Evolutionary Algorithms by Simultaneously Monitoring Objective and Decision Space. GECCO (2015)
Dimo Brockhoff, Tobias Wagner, Heike Trautmann
2 Indicator-Based Multiobjective Search. Evol. Comput. 23 (3) (2015)
Dimo Brockhoff, Tobias Wagner
Tutorial on Evolutionary Multiobjective Optimization. GECCO (Companion) (2015)
Patrick Koch, Tobias Wagner, Michael T. M. Emmerich, Thomas Bäck, Wolfgang Konen
Efficient multi-criteria optimization on noisy machine learning problems. Appl. Soft Comput. 29 (2015)
Jakob Bossek, Bernd Bischl, Tobias Wagner, Günter Rudolph
Learning Feature-Parameter Mappings for Parameter Tuning via the Profile Expected Improvement. GECCO (2015)
Daniel Horn, Tobias Wagner, Dirk Biermann, Claus Weihs, Bernd Bischl
Model-Based Multi-objective Optimization: Taxonomy, Multi-Point Proposal, Toolbox and Benchmark. EMO (1) (2015)
Laura Klein, Tobias Wagner, Christoph Buchheim, Dirk Biermann
A procedure for the evaluation and compensation of form errors by means of global isometric registration with subsequent local reoptimization. Prod. Eng. 8 (1-2) (2014)
Dirk Biermann, Jürgen Gausemeier, Stefan Hess, Marcus Petersen, Tobias Wagner
Planning and optimisation of manufacturing process chains for functionally graded components - part 1: methodological foundations. Prod. Eng. 7 (6) (2013)
Heike Trautmann, Tobias Wagner, Dimo Brockhoff
R2-EMOA: Focused Multiobjective Search Using R2-Indicator-Based Selection. LION (2013)
Martin Zaefferer, Thomas Bartz-Beielstein, Boris Naujoks, Tobias Wagner, Michael Emmerich
A Case Study on Multi-Criteria Optimization of an Event Detection Software under Limited Budgets. EMO (2013)
Tobias Wagner, Heike Trautmann, Dimo Brockhoff
Preference Articulation by Means of the R2 Indicator. EMO (2013)
Stefan Hess, Tobias Wagner, Bernd Bischl
PROGRESS: Progressive Reinforcement-Learning-Based Surrogate Selection. LION (2013)
Dimo Brockhoff, Tobias Wagner, Heike Trautmann
On the properties of the R2 indicator. GECCO (2012)
Tobias Wagner, Simon Wessing
On the Effect of Response Transformations in Sequential Parameter Optimization. Evol. Comput. 20 (2) (2012)
Mike Preuss, Tobias Wagner, David Ginsbourger
High-Dimensional Model-Based Optimization Based on Noisy Evaluations of Computer Games. LION (2012)
Tobias Wagner, Heike Trautmann, Luis Martí
A Taxonomy of Online Stopping Criteria for Multi-Objective Evolutionary Algorithms. EMO (2011)
Tobias Wagner, Michael Emmerich, André H. Deutz, Wolfgang Ponweiser
On Expected-Improvement Criteria for Model-based Multi-objective Optimization. PPSN (1) (2010)
Dirk Biermann, Alexei Sacharow, Tobias Surmann, Tobias Wagner
Direct free-form deformation of NC programs for surface reconstruction and form-error compensation. Prod. Eng. 4 (5) (2010)
Tobias Wagner, Heike Trautmann
Online convergence detection for evolutionary multi-objective algorithms revisited. IEEE Congress on Evolutionary Computation (2010)
Benedikt Sieben, Tobias Wagner, Dirk Biermann
Empirical modeling of hard turning of AISI 6150 steel using design and analysis of computer experiments. Prod. Eng. 4 (2-3) (2010)
Dirk Biermann, Raffael Joliet, Thomas Michelitsch, Tobias Wagner
Sequential Parameter Optimization of an Evolution Strategy for the design of Mold Temperature Control Systems. IEEE Congress on Evolutionary Computation (2010)
Tobias Wagner, Heike Trautmann
Integration of Preferences in Hypervolume-Based Multiobjective Evolutionary Algorithms by Means of Desirability Functions. IEEE Trans. Evol. Comput. 14 (5) (2010)
Tobias Wagner, Heike Trautmann, Boris Naujoks
OCD: Online Convergence Detection for Evolutionary Multi-Objective Algorithms Based on Statistical Testing. EMO (2009)
Klaus Weinert, Andreas Zabel, Petra Kersting, Thomas Michelitsch, Tobias Wagner
On the Use of Problem-Specific Candidate Generators for the Hybrid Optimization of Multi-Objective Production Engineering Problems. Evol. Comput. 17 (4) (2009)
Heike Trautmann, Tobias Wagner, Boris Naujoks, Mike Preuß, Jörn Mehnen
Statistical Methods for Convergence Detection of Multi-Objective Evolutionary Algorithms. Evol. Comput. 17 (4) (2009)
Nicola Beume, Boris Naujoks, Mike Preuss, Günter Rudolph, Tobias Wagner
Effects of 1-Greedy -Metric-Selection on Innumerably Large Pareto Fronts. EMO (2009)
Dirk Biermann, Klaus Weinert, Tobias Wagner
Model-based optimization revisited: Towards real-world processes. IEEE Congress on Evolutionary Computation (2008)
Wolfgang Ponweiser, Tobias Wagner, Dirk Biermann, Markus Vincze
Multiobjective Optimization on a Limited Budget of Evaluations Using Model-Assisted -Metric Selection. PPSN (2008)
Wolfgang Ponweiser, Tobias Wagner, Markus Vincze
Clustered multiple generalized expected improvement: A novel infill sampling criterion for surrogate models. IEEE Congress on Evolutionary Computation (2008)
Thomas Michelitsch, Tobias Wagner, Dirk Biermann, C. Hoffmann
Designing memetic algorithms for real-world applications using self-imposed constraints. IEEE Congress on Evolutionary Computation (2007)
Jörn Mehnen, Rajkumar Roy, Petra Kersting, Tobias Wagner
ICSPEA: evolutionary five-axis milling path optimisation. GECCO (2007)
Tobias Wagner, Thomas Michelitsch, Alexei Sacharow
On the design of optimisers for surface reconstruction. GECCO (2007)
Tobias Wagner, Nicola Beume, Boris Naujoks
Pareto-, Aggregation-, and Indicator-Based Methods in Many-Objective Optimization. EMO (2006)