Christian Igel

	2009
47		Thomas Voß, Nikolaus Hansen, Christian Igel: Recombination for Learning Strategy Parameters in the MO-CMA-ES. EMO 2009: 155-168
46		Verena Heidrich-Meisner, Christian Igel: Uncertainty handling CMA-ES for reinforcement learning. GECCO 2009: 1211-1218
45		Verena Heidrich-Meisner, Christian Igel: Hoeffding and Bernstein races for selecting policies in evolutionary direct policy search. ICML 2009: 51
	2008
44		Verena Heidrich-Meisner, Christian Igel: Similarities and differences between policy gradient methods and evolution strategies. ESANN 2008: 149-154
43		Thorsten Suttorp, Christian Igel: Approximation of Gaussian process regression models after training. ESANN 2008: 427-432
42		Verena Heidrich-Meisner, Christian Igel: Variable Metric Reinforcement Learning Methods Applied to the Noisy Mountain Car Problem. EWRL 2008: 136-150
41		Thomas Voß, Nicola Beume, Günter Rudolph, Christian Igel: Scalarization versus indicator-based selection in multi-objective CMA evolution strategies. IEEE Congress on Evolutionary Computation 2008: 3036-3043
40		Tobias Glasmachers, Christian Igel: Uncertainty Handling in Model Selection for Support Vector Machines. PPSN 2008: 185-194
39		Verena Heidrich-Meisner, Christian Igel: Evolution Strategies for Direct Policy Search. PPSN 2008: 428-437
38		Susanne Winter, Bernhard Brendel, Ioannis Pechlivanis, Kirsten Schmieder, Christian Igel: Registration of CT and Intraoperative 3-D Ultrasound Images of the Spine Using Evolutionary and Gradient-Based Methods. IEEE Trans. Evolutionary Computation 12(3): 284-296 (2008)
37		Tobias Glasmachers, Christian Igel: Second-Order SMO Improves SVM Online and Active Learning. Neural Computation 20(2): 374-382 (2008)
	2007
36		Verena Heidrich-Meisner, Martin Lauer, Christian Igel, Martin A. Riedmiller: Reinforcement learning in a nutshell. ESANN 2007: 277-288
35		Jan Salmen, Thorsten Suttorp, Johann Edelbrunner, Christian Igel: Evolutionary Optimization ofWavelet Feature Sets for Real-Time Pedestrian Classification. HIS 2007: 222-227
34		Thorsten Suttorp, Christian Igel: Resilient Approximation of Kernel Classifiers. ICANN (1) 2007: 139-148
33		Christian Igel, Nikolaus Hansen, Stefan Roth: Covariance Matrix Adaptation for Multi-objective Optimization. Evolutionary Computation 15(1): 1-28 (2007)
32		Jens Niehaus, Christian Igel, Wolfgang Banzhaf: Reducing the Number of Fitness Evaluations in Graph Genetic Programming Using a Canonical Graph Indexed Database. Evolutionary Computation 15(2): 199-221 (2007)
31		Christian Igel, Tobias Glasmachers, Britta Mersch, Nico Pfeifer, Peter Meinicke: Gradient-Based Optimization of Kernel-Target Alignment for Sequence Kernels Applied to Bacterial Gene Start Detection. IEEE/ACM Trans. Comput. Biology Bioinform. 4(2): 216-226 (2007)
30		Britta Mersch, Tobias Glasmachers, Peter Meinicke, Christian Igel: Evolutionary Optimization of Sequence Kernels for Detection of bacterial gene Starts. Int. J. Neural Syst. 17(5): 369-381 (2007)
	2006
29		Christian Igel, Thorsten Suttorp, Nikolaus Hansen: Steady-State Selection and Efficient Covariance Matrix Update in the Multi-objective CMA-ES. EMO 2006: 171-185
28		Christian Igel, Thorsten Suttorp, Nikolaus Hansen: A computational efficient covariance matrix update and a (1+1)-CMA for evolution strategies. GECCO 2006: 453-460
27		Britta Mersch, Tobias Glasmachers, Peter Meinicke, Christian Igel: Evolutionary Optimization of Sequence Kernels for Detection of Bacterial Gene Starts. ICANN (2) 2006: 827-836
26		Thorsten Suttorp, Christian Igel: Multi-Objective Optimization of Support Vector Machines. Multi-Objective Machine Learning 2006: 199-220
25		Stefan Roth, Alexander Gepperth, Christian Igel: Multi-Objective Neural Network Optimization for Visual Object Detection. Multi-Objective Machine Learning 2006: 629-655
24		Tobias Glasmachers, Christian Igel: Maximum-Gain Working Set Selection for SVMs. Journal of Machine Learning Research 7: 1437-1466 (2006)
	2005
23		Susanne Winter, Bernhard Brendel, Christian Igel: Registrierung von Knochen in 3D-Ultraschall- und CT-Daten: Vergleich verschiedener Optimierungsverfahren. Bildverarbeitung für die Medizin 2005: 345-349
22		Christian Igel: Multi-objective Model Selection for Support Vector Machines. EMO 2005: 534-546
21		Christian Igel, Bernhard Sendhoff: Synergies between Evolutionary and Neural Computation. ESANN 2005: 241-252
20		Antonio Pellecchia, Christian Igel, Johann Edelbrunner, Gregor Schöner: Making Driver Modeling Attractive. IEEE Intelligent Systems 20(2): 8-12 (2005)
19		Tobias Glasmachers, Christian Igel: Gradient-Based Adaptation of General Gaussian Kernels. Neural Computation 17(10): 2099-2105 (2005)
18		Frauke Friedrichs, Christian Igel: Evolutionary tuning of multiple SVM parameters. Neurocomputing 64: 107-117 (2005)
	2004
17		Stefan Wiegand, Christian Igel, Uwe Handmann: Evolutionary Optimization of Neural Networks for Face Detection. ESANN 2004: 139-144
16		Frauke Friedrichs, Christian Igel: Evolutionary tuning of multiple SVM parameters. ESANN 2004: 519-524
15		Stefan Schneider, Christian Igel, Christian Klaes, Hubert R. Dinse, Jan C. Wiemer: Evolutionary Adaptation of Nonlinear Dynamical Systems in Computational Neuroscience. Genetic Programming and Evolvable Machines 5(2): 215-227 (2004)
14		Christian Igel, Karl-Heinz Temme: The chaining syllogism in fuzzy logic. IEEE T. Fuzzy Systems 12(6): 849-853 (2004)
13		Stefan Wiegand, Christian Igel, Uwe Handmann: Evolutionary Multi-Objective Optimisation Of Neural Networks For Face Detection. International Journal of Computational Intelligence and Applications 4(3): 237-254 (2004)
	2003
12		Christian Igel, Marc Toussaint: Recent Results on No-Free-Lunch Theorems for Optimization CoRR cs.NE/0303032: (2003)
11		Christian Igel, Marc Toussaint: On classes of functions for which No Free Lunch results hold. Inf. Process. Lett. 86(6): 317-321 (2003)
10		Christian Igel, Marc Toussaint: Neutrality and self-adaptation. Natural Computing 2(2): 117-132 (2003)
9		Christian Igel, Michael Hüsken: Empirical evaluation of the improved Rprop learning algorithms. Neurocomputing 50: 105-123 (2003)
8		Christian Igel, Martin Kreutz: Operator adaptation in evolutionary computation and its application to structure optimization of neural networks. Neurocomputing 55(1-2): 347-361 (2003)
	2002
7		Michael Hüsken, Christian Igel: Balancing Learning And Evolution. GECCO 2002: 391-398
6		Marc Toussaint, Christian Igel: Neutrality: A Necessity for Self-Adaptation CoRR nlin.AO/0204038: (2002)
5		Christian Igel, Peter Stagge: Effects of phenotypic redundancy in structure optimization. IEEE Trans. Evolutionary Computation 6(1): 74-85 (2002)
4		Christian Igel, Werner von Seelen, Wolfram Erlhagen, Dirk Jancke: Evolving field models for inhibition effects in early vision. Neurocomputing 44-46: 467-472 (2002)
	2001
3		Christian Igel, Marc Toussaint: On Classes of Functions for which No Free Lunch Results Hold CoRR cs.NE/0108011: (2001)
2		Christian Igel, Wolfram Erlhagen, Dirk Jancke: Optimization of dynamic neural fields. Neurocomputing 36(1-4): 225-233 (2001)
	1997
1		Christian Igel, Karl-Heinz Temme: Chaining Syllogism Applied to Fuzzy IF-THEN Rules and Rule Bases. Fuzzy Days 1997: 179-188

Coauthor Index

1	Wolfgang Banzhaf	[32]
2	Nicola Beume	[41]
3	Bernhard Brendel	[23] [38]
4	Hubert R. Dinse	[15]
5	Johann Edelbrunner	[20] [35]
6	Wolfram Erlhagen	[2] [4]
7	Frauke Friedrichs	[16] [18]
8	Alexander Gepperth	[25]
9	Tobias Glasmachers	[19] [24] [27] [30] [31] [37] [40]
10	Uwe Handmann	[13] [17]
11	Nikolaus Hansen	[28] [29] [33] [47]
12	Verena Heidrich-Meisner	[36] [39] [42] [44] [45] [46]
13	Michael Hüsken	[7] [9]
14	Dirk Jancke	[2] [4]
15	Christian Klaes	[15]
16	Martin Kreutz	[8]
17	Martin Lauer	[36]
18	Peter Meinicke	[27] [30] [31]
19	Britta Mersch	[27] [30] [31]
20	Jens Niehaus	[32]
21	Ioannis Pechlivanis	[38]
22	Antonio Pellecchia	[20]
23	Nico Pfeifer	[31]
24	Martin A. Riedmiller (Martin Riedmiller)	[36]
25	Stefan Roth	[25] [33]
26	Günter Rudolph	[41]
27	Jan Salmen	[35]
28	Kirsten Schmieder	[38]
29	Stefan Schneider	[15]
30	Gregor Schöner	[20]
31	Werner von Seelen	[4]
32	Bernhard Sendhoff	[21]
33	Peter Stagge	[5]
34	Thorsten Suttorp	[26] [28] [29] [34] [35] [43]
35	Karl-Heinz Temme	[1] [14]
36	Marc Toussaint	[3] [6] [10] [11] [12]
37	Thomas Voß	[41] [47]
38	Stefan Wiegand	[13] [17]
39	Jan C. Wiemer	[15]
40	Susanne Winter	[23] [38]

Colors in the list of coauthors