SMS-EMOA implementation (in Java) for the optimization library jMetal

Hypervolume implementation in Python

Programming resources

Tobias Wagner, Simon Wessing. On the Effect of Response Transformations in Sequential Parameter Optimization. Evolutionary Computation Journal, Volume 20, Issue 2, pp. 229–248, 2012.

Boris Naujoks, Heike Trautmann, Simon Wessing, Claus Weihs. Advanced concepts for multi-objective evolutionary optimization in aircraft industry. Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, 225(10):1081–1096, 2011.

Simon Wessing, Mike Preuss, Günter Rudolph. When Parameter Tuning Actually is Parameter Control. In GECCO '11: Proceedings of the 13th annual conference on Genetic and evolutionary computation, pp. 821–828, 2011.

Simon Wessing, Nicola Beume, Günter Rudolph, Boris Naujoks. Parameter Tuning Boosts Performance of Variation Operators in Multiobjective Optimization. In Proceedings of the 11th International Conference on Parallel Problem Solving from Nature - PPSN XI, pp. 728–737, 2010.

Julian Togelius, Mike Preuss, Nicola Beume, Simon Wessing, Johan Hagelbäck, and Georgios N. Yannakakis. Multiobjective Exploration of the StarCraft Map Space. In IEEE Conference On Computational Intelligence and Games (CIG), pp. 265–272, 2010.

Simon Wessing, Boris Naujoks. Sequential Parameter Optimization for Multi-Objective Problems. In IEEE Congress on Evolutionary Computation (CEC) within the World Congress on Computational Intelligence (WCCI), 2010.

Mike Preuss, Günter Rudolph, Simon Wessing. Tuning Optimization Algorithms for Real-World Problems by Means of Surrogate Modeling. In GECCO '10: Proceedings of the 12th annual conference on Genetic and evolutionary computation, pp. 401–408, 2010.

Mike Preuss, Nicola Beume, Holger Danielsiek, Tobias Hein, Boris Naujoks, Nico Piatkowski, Raphael Stüer, Andreas Thom, Simon Wessing. Towards Intelligent Team Composition and Maneuvering in Realtime Strategy Games. IEEE Transactions on Computational Intelligence and AI in Games, Volume 2, Issue 2, pp. 82–96. 2010.

Nicola Beume, Tobias Hein, Boris Naujoks, Nico Piatkowski, Mike Preuss, Simon Wessing. Intelligent Anti-Grouping in Real-Time Strategy Games. In Proc. of the IEEE Symposium on Computational Intelligence and Games (CIG 2008), pp. 63–70. IEEE Press, 2008.

Nicola Beume, Holger Danielsiek, Christian Eichhorn, Boris Naujoks, Mike Preuss, Klaus Stiller, Simon Wessing. Measuring Flow as Concept for Detecting Game Fun in the Pac-Man Game. In Proc. of the 2008 IEEE Congress on Evolutionary Computation (CEC 2008), pp. 3447–3454. IEEE Press, 2008.

Simon Wessing, Tobias Wagner. A Rank Transformation Can Improve Sequential Parameter Optimization. In Proceedings of the Workshop on Experimental Methods for the Assessment of Computational Systems (WEMACS 2010), Algorithm Engineering Report TR10-2-007, pp. 32–46, Technische Universität Dortmund, 2010.

Jialuo Ding, Simon Wessing, Heike Trautmann, Jörn Mehnen, Boris Naujoks. Sequential Parameter Optimisation for Multi-Objective Evolutionary Optimisation of Additive Layer Manufacturing. In CIRP ICME '10 – 7th CIRP International Conference on Intelligent Computation in Manufacturing Engineering, Innovative and Cognitive Production Technology and Systems, R. Teti (ed.), 23–25 June 2010, Capri (Gulf of Naples), Italy.

Simon Wessing. Towards Optimal Parameterizations of the S-Metric Selection Evolutionary Multi-Objective Algorithm. Diploma thesis, Technische Universität Dortmund, 2009.

Mike Preuss, Nicola Beume, Holger Danielsiek, Tobias Hein, Boris Naujoks, Nico Piatkowski, Raphael Stüer, Andreas Thom, Simon Wessing. Intelligent Group Movement and Selection in Realtime Strategy Games. Reihe CI 255/08, SFB 531, Technische Universität Dortmund, 2008.

Holger Danielsiek, Christian Eichhorn, Tobias Hein, Edina Kurtić, Georg Neugebauer, Nico Piatkowski, Jan Quadflieg, Sebastian Schnelker, Raphael Stüer, Andreas Thom, Simon Wessing. PG511 – CI in Games – Final Report. Reihe CI 252/08, SFB 531, Technische Universität Dortmund, 2008.

Holger Danielsiek, Christian Eichhorn, Tobias Hein, Edina Kurtić, Georg Neugebauer, Nico Piatkowski, Michael Puchowezki, Jan Quadflieg, Sebastian Schnelker, Raphael Stüer, Andreas Thom, Simon Wessing. PG511 – CI in Games – Zwischenbericht. Reihe CI 236/07, SFB 531, Universität Dortmund, 2007.