Designing memetic algorithms for real-world applications using self-imposed constraints. - Thomas Michelitsch; Tobias Wagner 001; Dirk Biermann; Christian Hoffmann (IEEE Congress on Evolutionary Computation, 2007)

Pareto-, Aggregation-, and Indicator-Based Methods in Many-Objective Optimization. - Tobias Wagner 001; Nicola Beume; Boris Naujoks (EMO, 2007)

ICSPEA: evolutionary five-axis milling path optimisation. - Jörn Mehnen; Rajkumar Roy; Petra Kersting; Tobias Wagner 001 (GECCO, 2007)

On the design of optimisers for surface reconstruction. - Tobias Wagner 001; Thomas Michelitsch; Alexei Sacharow (GECCO, 2007)

Model-based optimization revisited: Towards real-world processes. - Dirk Biermann; Klaus Weinert; Tobias Wagner 001 (IEEE Congress on Evolutionary Computation, 2008)

Clustered multiple generalized expected improvement: A novel infill sampling criterion for surrogate models. - Wolfgang Ponweiser; Tobias Wagner 001; Markus Vincze (IEEE Congress on Evolutionary Computation, 2008)

Multiobjective Optimization on a Limited Budget of Evaluations Using Model-Assisted -Metric Selection. - Wolfgang Ponweiser; Tobias Wagner 001; Dirk Biermann; Markus Vincze (PPSN, 2008)

Effects of 1-Greedy -Metric-Selection on Innumerably Large Pareto Fronts. - Nicola Beume; Boris Naujoks; Mike Preuss; Günter Rudolph; Tobias Wagner 001 (EMO, 2009)

OCD: Online Convergence Detection for Evolutionary Multi-Objective Algorithms Based on Statistical Testing. - Tobias Wagner 001; Heike Trautmann; Boris Naujoks (EMO, 2009)

Statistical Methods for Convergence Detection of Multi-Objective Evolutionary Algorithms. - Heike Trautmann; Tobias Wagner 001; Boris Naujoks; Mike Preuß; Jörn Mehnen (Evol. Comput., 2009)

On the Use of Problem-Specific Candidate Generators for the Hybrid Optimization of Multi-Objective Production Engineering Problems. - Klaus Weinert; Andreas Zabel; Petra Kersting; Thomas Michelitsch; Tobias Wagner 001 (Evol. Comput., 2009)

Sequential Parameter Optimization of an Evolution Strategy for the design of Mold Temperature Control Systems. - Dirk Biermann; Raffael Joliet; Thomas Michelitsch; Tobias Wagner 001 (IEEE Congress on Evolutionary Computation, 2010)

Online convergence detection for evolutionary multi-objective algorithms revisited. - Tobias Wagner 001; Heike Trautmann (IEEE Congress on Evolutionary Computation, 2010)

On Expected-Improvement Criteria for Model-based Multi-objective Optimization. - Tobias Wagner 001; Michael Emmerich 001; André H. Deutz; Wolfgang Ponweiser (PPSN (1), 2010)

Direct free-form deformation of NC programs for surface reconstruction and form-error compensation. - Dirk Biermann; Alexei Sacharow; Tobias Surmann; Tobias Wagner 001 (Prod. Eng., 2010)

Empirical modeling of hard turning of AISI 6150 steel using design and analysis of computer experiments. - Benedikt Sieben; Tobias Wagner 001; Dirk Biermann (Prod. Eng., 2010)

Integration of Preferences in Hypervolume-Based Multiobjective Evolutionary Algorithms by Means of Desirability Functions. - Tobias Wagner 001; Heike Trautmann (IEEE Trans. Evol. Comput., 2010)

A Taxonomy of Online Stopping Criteria for Multi-Objective Evolutionary Algorithms. - Tobias Wagner 001; Heike Trautmann; Luis Martí (EMO, 2011)

On the properties of the R2 indicator. - Dimo Brockhoff; Tobias Wagner 001; Heike Trautmann (GECCO, 2012)

High-Dimensional Model-Based Optimization Based on Noisy Evaluations of Computer Games. - Mike Preuss; Tobias Wagner 001; David Ginsbourger (LION, 2012)

On the Effect of Response Transformations in Sequential Parameter Optimization. - Tobias Wagner 001; Simon Wessing (Evol. Comput., 2012)

Preference Articulation by Means of the R2 Indicator. - Tobias Wagner 001; Heike Trautmann; Dimo Brockhoff (EMO, 2013)

A Case Study on Multi-Criteria Optimization of an Event Detection Software under Limited Budgets. - Martin Zaefferer; Thomas Bartz-Beielstein; Boris Naujoks; Tobias Wagner 001; Michael Emmerich 001 (EMO, 2013)

PROGRESS: Progressive Reinforcement-Learning-Based Surrogate Selection. - Stefan Hess; Tobias Wagner 001; Bernd Bischl (LION, 2013)

R2-EMOA: Focused Multiobjective Search Using R2-Indicator-Based Selection. - Heike Trautmann; Tobias Wagner 001; Dimo Brockhoff (LION, 2013)

Planning and optimisation of manufacturing process chains for functionally graded components - part 1: methodological foundations. - Dirk Biermann; Jürgen Gausemeier; Stefan Hess; Marcus Petersen; Tobias Wagner 001 (Prod. Eng., 2013)

A procedure for the evaluation and compensation of form errors by means of global isometric registration with subsequent local reoptimization. - Laura Klein; Tobias Wagner 001; Christoph Buchheim; Dirk Biermann (Prod. Eng., 2014)

Model-Based Multi-objective Optimization: Taxonomy, Multi-Point Proposal, Toolbox and Benchmark. - Daniel Horn; Tobias Wagner 001; Dirk Biermann; Claus Weihs; Bernd Bischl (EMO (1), 2015)

Learning Feature-Parameter Mappings for Parameter Tuning via the Profile Expected Improvement. - Jakob Bossek; Bernd Bischl; Tobias Wagner 001; Günter Rudolph (GECCO, 2015)

The Impact of Initial Designs on the Performance of MATSuMoTo on the Noiseless BBOB-2015 Testbed: A Preliminary Study. - Dimo Brockhoff; Bernd Bischl; Tobias Wagner 001 (GECCO (Companion), 2015)

Tutorial on Evolutionary Multiobjective Optimization. - Dimo Brockhoff; Tobias Wagner 001 (GECCO (Companion), 2015)

Improving Robustness of Stopping Multi-objective Evolutionary Algorithms by Simultaneously Monitoring Objective and Decision Space. - Md. Shahriar Mahbub; Tobias Wagner 001; Luigi Crema (GECCO, 2015)

Efficient multi-criteria optimization on noisy machine learning problems. - Patrick Koch; Tobias Wagner 001; Michael T. M. Emmerich; Thomas Bäck; Wolfgang Konen (Appl. Soft Comput., 2015)

2 Indicator-Based Multiobjective Search. - Dimo Brockhoff; Tobias Wagner 001; Heike Trautmann (Evol. Comput., 2015)

Planning and optimisation of manufacturing process chains for functionally graded components - part 2: case study on self-reinforced thermoplastic composites. - Dirk Biermann; Jürgen Gausemeier; Hans-Peter Heim; Stefan Hess; Marcus Petersen; Angela Ries; Tobias Wagner 001 (Prod. Eng., 2015)

Modeling and Optimization of Machining Problems. - Dirk Biermann; Petra Kersting; Tobias Wagner 001; Andreas Zabel (Handbook of Computational Intelligence, 2015)

GECCO'16 Black-Box Optimization Benchmarking Workshop (BBOB-2016): Workshop Chairs' Welcome Message. - Anne Auger; Dimo Brockhoff; Nikolaus Hansen; Dejan Tusar; Tea Tusar; Tobias Wagner 001 (GECCO (Companion), 2016)

Benchmarking the Pure Random Search on the Bi-objective BBOB-2016 Testbed. - Anne Auger; Dimo Brockhoff; Nikolaus Hansen; Dejan Tusar; Tea Tusar; Tobias Wagner 001 (GECCO (Companion), 2016)

The Impact of Variation Operators on the Performance of SMS-EMOA on the Bi-objective BBOB-2016 Test Suite. - Anne Auger; Dimo Brockhoff; Nikolaus Hansen; Dejan Tusar; Tea Tusar; Tobias Wagner 001 (GECCO (Companion), 2016)

Benchmarking MATLAB's gamultiobj (NSGA-II) on the Bi-objective BBOB-2016 Test Suite. - Anne Auger; Dimo Brockhoff; Nikolaus Hansen; Dejan Tusar; Tea Tusar; Tobias Wagner 001 (GECCO (Companion), 2016)

Benchmarking RM-MEDA on the Bi-objective BBOB-2016 Test Suite. - Anne Auger; Dimo Brockhoff; Nikolaus Hansen; Dejan Tusar; Tea Tusar; Tobias Wagner 001 (GECCO (Companion), 2016)

The Impact of Search Volume on the Performance of RANDOMSEARCH on the Bi-objective BBOB-2016 Test Suite. - Anne Auger; Dimo Brockhoff; Nikolaus Hansen; Dejan Tusar; Tea Tusar; Tobias Wagner 001 (GECCO (Companion), 2016)

GECCO 2016 Tutorial on Evolutionary Multiobjective Optimization. - Dimo Brockhoff; Tobias Wagner 001 (GECCO (Companion), 2016)

Multi-objective Selection of Algorithm Portfolios: Experimental Validation. - Daniel Horn; Karin Schork; Tobias Wagner 001 (PPSN, 2016)

Biobjective Performance Assessment with the COCO Platform. - Dimo Brockhoff; Tea Tusar; Dejan Tusar; Tobias Wagner 001; Nikolaus Hansen; Anne Auger (CoRR, 2016)