Bernhard Sendhoff

2008
55	EE	Stefan Menzel, Bernhard Sendhoff: Representing the Change - Free Form Deformation for Evolutionary Design Optimization. Evolutionary Computation in Practice 2008: 63-86
54	EE	Yaochu Jin, Bernhard Sendhoff, Edgar Körner: Rule Extraction from Compact Pareto-optimal Neural Networks. Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases 2008: 71-90
2007
53	EE	Ingo Paenke, Bernhard Sendhoff, Jon Rowe, Chrisantha Fernando: On the Adaptive Disadvantage of Lamarckianism in Rapidly Changing Environments. ECAL 2007: 355-364
52	EE	Hans-Georg Beyer, Bernhard Sendhoff: Evolutionary Algorithms in the Presence of Noise: To Sample or Not to Sample. FOCI 2007: 17-24
51	EE	Dudy Lim, Yew-Soon Ong, Yaochu Jin, Bernhard Sendhoff: A study on metamodeling techniques, ensembles, and multi-surrogates in evolutionary computation. GECCO 2007: 1288-1295
50	EE	Aimin Zhou, Qingfu Zhang, Yaochu Jin, Bernhard Sendhoff, Edward P. K. Tsang: Global multiobjective optimization via estimation of distribution algorithm with biased initialization and crossover. GECCO 2007: 617-623
49	EE	Yaochu Jin, Ruojing Wen, Bernhard Sendhoff: Evolutionary Multi-objective Optimization of Spiking Neural Networks. ICANN (1) 2007: 370-379
48	EE	Lars Gräning, Markus Olhofer, Bernhard Sendhoff: Knowledge Extraction from Unstructured Surface Meshes. IDEAL 2007: 497-506
47	EE	Xavier Domont, Martin Heckmann, Heiko Wersing, Frank Joublin, Stefan Menzel, Bernhard Sendhoff, Christian Goerick: Word Recognition with a Hierarchical Neural Network. NOLISP 2007: 142-151
46	EE	Lars Gräning, Yaochu Jin, Bernhard Sendhoff: Individual-based Management of Meta-models for Evolutionary Optimization with Application to Three-Dimensional Blade Optimization. Evolutionary Computation in Dynamic and Uncertain Environments 2007: 225-250
45	EE	Dudy Lim, Yew-Soon Ong, Yaochu Jin, Bernhard Sendhoff, Bu-Sung Lee: Efficient Hierarchical Parallel Genetic Algorithms using Grid computing. Future Generation Comp. Syst. 23(4): 658-670 (2007)
2006
44	EE	Aimin Zhou, Yaochu Jin, Qingfu Zhang, Bernhard Sendhoff, Edward P. K. Tsang: Prediction-Based Population Re-initialization for Evolutionary Dynamic Multi-objective Optimization. EMO 2006: 832-846
43	EE	Stefan Menzel, Markus Olhofer, Bernhard Sendhoff: Direct Manipulation of Free Form Deformation in Evolutionary Design Optimisation. PPSN 2006: 352-361
42	EE	Aimin Zhou, Qingfu Zhang, Yaochu Jin, Bernhard Sendhoff, Edward P. K. Tsang: Modelling the Population Distribution in Multi-objective Optimization by Generative Topographic Mapping. PPSN 2006: 443-452
41	EE	Vineet R. Khare, Bernhard Sendhoff, Xin Yao: Environments Conducive to Evolution of Modularity. PPSN 2006: 603-612
40	EE	Yaochu Jin, Bernhard Sendhoff, Edgar Körner: Simultaneous Generation of Accurate and Interpretable Neural Network Classifiers. Multi-Objective Machine Learning 2006: 291-312
39	EE	Dudy Lim, Yew-Soon Ong, Yaochu Jin, Bernhard Sendhoff, Bu-Sung Lee: Inverse multi-objective robust evolutionary design. Genetic Programming and Evolvable Machines 7(4): 383-404 (2006)
38	EE	Hans-Georg Beyer, Bernhard Sendhoff: Functions with noise-induced multimodality: a test for evolutionary robust Optimization-properties and performance analysis. IEEE Trans. Evolutionary Computation 10(5): 507-526 (2006)
2005
37	EE	Martina Hasenjäger, Bernhard Sendhoff: Crawling along the Pareto front: tales from the practice. Congress on Evolutionary Computation 2005: 174-181
36	EE	Vineet R. Khare, Xin Yao, Bernhard Sendhoff, Yaochu Jin, Heiko Wersing: Co-evolutionary modular neural networks for automatic problem decomposition. Congress on Evolutionary Computation 2005: 2691-2698
35	EE	Tatsuya Okabe, Yaochu Jin, Bernhard Sendhoff: A new approach to dynamics analysis of genetic algorithms without selection. Congress on Evolutionary Computation 2005: 374-381
34	EE	Tatsuya Okabe, Yaochu Jin, Bernhard Sendhoff: Theoretical comparisons of search dynamics of genetic algorithms and evolution strategies. Congress on Evolutionary Computation 2005: 382-389
33	EE	Yaochu Jin, Bernhard Sendhoff, Edgar Körner: Evolutionary Multi-objective Optimization for Simultaneous Generation of Signal-Type and Symbol-Type Representations. EMO 2005: 752-766
32	EE	Christian Igel, Bernhard Sendhoff: Synergies between Evolutionary and Neural Computation. ESANN 2005: 241-252
31	EE	Lars Gräning, Yaochu Jin, Bernhard Sendhoff: Efficient evolutionary optimization using individual-based evolution control and neural networks: A comparative study. ESANN 2005: 273-278
30	EE	Martina Hasenjäger, Bernhard Sendhoff, Toyotaka Sonoda, Toshiyuki Arima: Three dimensional evolutionary aerodynamic design optimization with CMA-ES. GECCO 2005: 2173-2180
29	EE	Michael Nashvili, Markus Olhofer, Bernhard Sendhoff: Morphing methods in evolutionary design optimization. GECCO 2005: 897-904
28	EE	Hee-Khiang Ng, Dudy Lim, Yew-Soon Ong, Bu-Sung Lee, Lars Freund, Shuja Parvez, Bernhard Sendhoff: A Multi-cluster Grid Enabled Evolution Framework for Aerodynamic Airfoil Design Optimization. ICNC (2) 2005: 1112-1121
27	EE	Yaochu Jin, Markus Olhofer, Bernhard Sendhoff: On Evolutionary Optimization of Large Problems Using Small Populations. ICNC (2) 2005: 1145-1154
26	EE	Georg Schneider, Heiko Wersing, Bernhard Sendhoff, Edgar Körner: Evolutionary optimization of a hierarchical object recognition model. IEEE Transactions on Systems, Man, and Cybernetics, Part B 35(3): 426-437 (2005)
25	EE	Michael Hüsken, Yaochu Jin, Bernhard Sendhoff: Structure optimization of neural networks for evolutionary design optimization. Soft Comput. 9(1): 21-28 (2005)
2004
24	EE	Yaochu Jin, Bernhard Sendhoff: Constructing Dynamic Optimization Test Problems Using the Multi-objective Optimization Concept. EvoWorkshops 2004: 525-536
23	EE	Yaochu Jin, Bernhard Sendhoff: Reducing Fitness Evaluations Using Clustering Techniques and Neural Network Ensembles. GECCO (1) 2004: 688-699
22	EE	Razvan Enache, Bernhard Sendhoff, Markus Olhofer, Martina Hasenjäger: Comparison of Steady-State and Generational Evolution Strategies for Parallel Architectures. PPSN 2004: 253-262
21	EE	Georg Schneider, Heiko Wersing, Bernhard Sendhoff, Edgar Körner: Coupling of Evolution and Learning to Optimize a Hierarchical Object Recognition Model. PPSN 2004: 662-671
20	EE	Tatsuya Okabe, Yaochu Jin, Markus Olhofer, Bernhard Sendhoff: On Test Functions for Evolutionary Multi-objective Optimization. PPSN 2004: 792-802
19	EE	Vineet R. Khare, Xin Yao, Bernhard Sendhoff: Credit Assignment Among Neurons in Co-evolving Populations. PPSN 2004: 882-891
18	EE	Hans-Georg Beyer, Markus Olhofer, Bernhard Sendhoff: On the Impact of Systematic Noise on the Evolutionary Optimization Performance-A Sphere Model Analysis. Genetic Programming and Evolvable Machines 5(4): 327-360 (2004)
2003
17	EE	Yaochu Jin, Bernhard Sendhoff: Trade-Off between Performance and Robustness: An Evolutionary Multiobjective Approach. EMO 2003: 237-251
16	EE	Yaochu Jin, Tatsuya Okabe, Bernhard Sendhoff: Solving Three-Objective Optimization Problems Using Evolutionary Dynamic Weighted Aggregation: Results and Analysis. GECCO 2003: 636-637
15		Yaochu Jin, Bernhard Sendhoff: Extracting Interpretable Fuzzy Rules from RBF Networks. Neural Processing Letters 17(2): 149-164 (2003)
2002
14		Yaochu Jin, Bernhard Sendhoff: Fitness Approximation In Evolutionary Computation - a Survey. GECCO 2002: 1105-1112
13		Tatsuya Okabe, Yaochu Jin, Bernhard Sendhoff: On The Dynamics Of Evolutionary Multi-objective Optimization. GECCO 2002: 247-256
12		Yaochu Jin, Bernhard Sendhoff: Incorporation Of Fuzzy Preferences Into Evolutionary Multiobjective Optimization. GECCO 2002: 683
11		Yaochu Jin, Markus Olhofer, Bernhard Sendhoff: A framework for evolutionary optimization with approximate fitness functions. IEEE Trans. Evolutionary Computation 6(5): 481-494 (2002)
2001
10	EE	Yaochu Jin, Tatsuya Okabe, Bernhard Sendhoff: Adapting Weighted Aggregation for Multiobjective Evolution Strategies. EMO 2001: 96-110
2000
9		Yaochu Jin, Markus Olhofer, Bernhard Sendhoff: On Evolutionary Optimization with Approximate Fitness Functions. GECCO 2000: 786-793
1999
8		Yaochu Jin, Werner von Seelen, Bernhard Sendhoff: On generating FC3 fuzzy rule systems from data using evolution strategies. IEEE Transactions on Systems, Man, and Cybernetics, Part B 29(6): 829-845 (1999)
7		Bernhard Sendhoff, Martin Kreutz: A Model for the Dynamic Interaction Between Evolution and Learning. Neural Processing Letters 10(3): 181-193 (1999)
6		Yaochu Jin, Bernhard Sendhoff: Knowledge Incorporation into Neural Networks From Fuzzy Rules. Neural Processing Letters 10(3): 231-242 (1999)
1998
5	EE	Martin Kreutz, Anja M. Reimetz, Bernhard Sendhoff, Claus Weihs, Werner von Seelen: Optimisation of Density Estimation Models with Evolutionary Algorithms. PPSN 1998: 998-1007
1997
4		Peter Stagge, Bernhard Sendhoff: An Extended Elman Net for Modeling Time Series. ICANN 1997: 427-432
3		Bernhard Sendhoff, Martin Kreutz, Werner von Seelen: A Condition for the Genotype-Phenotype Mapping: Causality. ICGA 1997: 73-80
1996
2		Christoph von der Malsburg, Werner von Seelen, Jan C. Vorbrüggen, Bernhard Sendhoff: Artificial Neural Networks - ICANN 96, 1996 International Conference, Bochum, germany, July 16-19, 1996, Proceedings Springer 1996
1		Bernhard Sendhoff, Martin Kreutz: Analysis of Possible Genome-Dependence of Mutation Rates in Genetic Algorithms. Evolutionary Computing, AISB Workshop 1996: 257-268

Coauthor Index

1	Toshiyuki Arima	[30]
2	Hans-Georg Beyer	[18] [38] [52]
3	Xavier Domont	[47]
4	Razvan Enache	[22]
5	Chrisantha Fernando	[53]
6	Lars Freund	[28]
7	Christian Goerick	[47]
8	Lars Gräning	[31] [46] [48]
9	Martina Hasenjäger	[22] [30] [37]
10	Martin Heckmann	[47]
11	Michael Hüsken	[25]
12	Christian Igel	[32]
13	Yaochu Jin	[6] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [20] [23] [24] [25] [27] [31] [33] [34] [35] [36] [39] [40] [42] [44] [45] [46] [49] [50] [51] [54]
14	Frank Joublin	[47]
15	Vineet R. Khare	[19] [36] [41]
16	Edgar Körner	[21] [26] [33] [40] [54]
17	Martin Kreutz	[1] [3] [5] [7]
18	Bu-Sung Lee (Francis Bu-Sung Lee)	[28] [39] [45]
19	Dudy Lim	[28] [39] [45] [51]
20	Christoph von der Malsburg	[2]
21	Stefan Menzel	[43] [47] [55]
22	Michael Nashvili	[29]
23	Hee-Khiang Ng	[28]
24	Tatsuya Okabe	[10] [13] [16] [20] [34] [35]
25	Markus Olhofer	[9] [11] [18] [20] [22] [27] [29] [43] [48]
26	Yew-Soon Ong	[28] [39] [45] [51]
27	Ingo Paenke	[53]
28	Shuja Parvez	[28]
29	Anja M. Reimetz	[5]
30	Jon Rowe	[53]
31	Georg Schneider	[21] [26]
32	Werner von Seelen	[2] [3] [5] [8]
33	Toyotaka Sonoda	[30]
34	Peter Stagge	[4]
35	Edward P. K. Tsang	[42] [44] [50]
36	Jan C. Vorbrüggen	[2]
37	Claus Weihs	[5]
38	Ruojing Wen	[49]
39	Heiko Wersing	[21] [26] [36] [47]
40	Xin Yao	[19] [36] [41]
41	Qingfu Zhang	[42] [44] [50]
42	Aimin Zhou	[42] [44] [50]