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Thomas Bäck Vis

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*2009
92EEJohannes W. Kruisselbrink, Michael T. M. Emmerich, Thomas Bäck, Andreas Bender, Adriaan P. IJzerman, Eelke van der Horst: Combining Aggregation with Pareto Optimization: A Case Study in Evolutionary Molecular Design. EMO 2009: 453-467
91EEJohannes W. Kruisselbrink, Alexander Aleman, Michael T. M. Emmerich, Adriaan P. IJzerman, Andreas Bender, Thomas Bäck, Eelke van der Horst: Enhancing search space diversity in multi-objective evolutionary drug molecule design using niching. GECCO 2009: 217-224
90EEJohannes W. Kruisselbrink, Michael T. M. Emmerich, Thomas Bäck: On the limitations of adaptive resampling in using the student's t-test evolution strategies. GECCO (Companion) 2009: 2649-2656
89EEJuan Chen, Michael T. M. Emmerich, Rui Li, Joost N. Kok, Thomas Bäck: How to Do Recombination in Evolution Strategies: An Empirical Study. IWINAC (1) 2009: 223-232
88EEOfer M. Shir, Thomas Bäck: Niching with derandomized evolution strategies in artificial and real-world landscapes. Natural Computing 8(1): 171-196 (2009)
2008
87EEJeroen Eggermont, Rui Li, Ernst G. P. Bovenkamp, Henk A. Marquering, Michael T. M. Emmerich, Aad van der Lugt, Thomas Bäck, Jouke Dijkstra, Johan H. C. Reiber: Optimizing Computed Tomographic Angiography Image Segmentation Using Fitness Based Partitioning. EvoWorkshops 2008: 275-284
86EERon Breukelaar, Thomas Bäck: Self-adaptive mutation rates in genetic algorithm for inverse design of cellular automata. GECCO 2008: 1101-1102
85EEJohannes W. Kruisselbrink, Thomas Bäck, Adriaan P. IJzerman, Eelke van der Horst: Evolutionary algorithms for automated drug design towards target molecule properties. GECCO 2008: 1555-1562
84EEOfer M. Shir, Jonathan Roslund, Thomas Bäck, Herschel Rabitz: Performance analysis of derandomized evolution strategies in quantum control experiments. GECCO 2008: 519-526
83EEThomas Bäck: Evolution strategies: basic introduction. GECCO (Companion) 2008: 2259-2276
82EEOfer M. Shir, Thomas Bäck, Herschel Rabitz, Marc J. J. Vrakking: On the evolution of laser pulses under a dynamic Quantum Control environment. IEEE Congress on Evolutionary Computation 2008: 2127-2134
81EERui Li, Michael T. M. Emmerich, Jeroen Eggermont, Ernst G. P. Bovenkamp, Thomas Bäck, Jouke Dijkstra, Johan H. C. Reiber: Metamodel-assisted mixed integer evolution strategies and their application to intravascular ultrasound image analysis. IEEE Congress on Evolutionary Computation 2008: 2764-2771
80EEVincent van der Goes, Ofer M. Shir, Thomas Bäck: Niche Radius Adaptation with Asymmetric Sharing. PPSN 2008: 195-204
79EERui Li, Jeroen Eggermont, Ofer M. Shir, Michael T. M. Emmerich, Thomas Bäck, Jouke Dijkstra, Johan H. C. Reiber: Mixed-Integer Evolution Strategies with Dynamic Niching. PPSN 2008: 246-255
2007
78EERiccardo Fanciulli, Lars Willmes, Janne Savolainen, Peter van der Walle, Thomas Bäck, Jennifer L. Herek: Evolution Strategies for Laser Pulse Compression. Artificial Evolution 2007: 219-230
77EEOfer M. Shir, Vered Raz, Roeland W. Dirks, Thomas Bäck: Classification of Cell Fates with Support Vector Machine Learning. EvoBIO 2007: 258-269
76EERui Li, Jeroen Eggermont, Michael T. M. Emmerich, Ernst G. P. Bovenkamp, Thomas Bäck, Jouke Dijkstra, Johan H. C. Reiber: Towards Dynamic Fitness Based Partitioning for IntraVascular UltraSound Image Analysis. EvoWorkshops 2007: 391-398
75EEOfer M. Shir, Thomas Bäck, Marc J. J. Vrakking: On the scalability of evolution strategies in the optimization of dynamic molecular alignment. GECCO 2007: 2266
74EEOfer M. Shir, Thomas Bäck: Performance analysis of niching algorithms based on derandomized-ES variants. GECCO 2007: 705-712
73EEOfer M. Shir, Thomas Bäck: The second harmonic generation case-study as a gateway for es to quantum control problems. GECCO 2007: 713-721
72EEOfer M. Shir, Michael Emmerich, Thomas Bäck, Marc J. J. Vrakking: The application of evolutionary multi-criteria optimization to dynamic molecular alignment. IEEE Congress on Evolutionary Computation 2007: 4108-4115
71EEOfer M. Shir, Michael Emmerich, Thomas Bäck: Self-Adaptive Niching CMA-ES with Mahalanobis Metric. IEEE Congress on Evolutionary Computation 2007: 820-827
70EEOfer M. Shir, Joost N. Kok, Thomas Bäck, Marc J. J. Vrakking: Gaining Insights into Laser Pulse Shaping by Evolution Strategies. IWINAC (1) 2007: 467-477
69EEThomas Bäck, Benedikt Löwe: Computing and the natural sciences at CiE 2005. Theor. Comput. Sci. 371(1-2): 1-3 (2007)
2006
68EERui Li, Michael Emmerich, Ernst G. P. Bovenkamp, Jeroen Eggermont, Thomas Bäck, Jouke Dijkstra, Johan H. C. Reiber: Mixed-Integer Evolution Strategies and Their Application to Intravascular Ultrasound Image Analysis. EvoWorkshops 2006: 415-426
67EERon Breukelaar, Michael Emmerich, Thomas Bäck: On Interactive Evolution Strategies. EvoWorkshops 2006: 530-541
66EEOfer M. Shir, Christian Siedschlag, Thomas Bäck, Marc J. J. Vrakking: The complete-basis-functions parameterization in ES and its application to laser pulse shaping. GECCO 2006: 1769-1776
65EEOfer M. Shir, Joost N. Kok, Thomas Bäck, Marc J. J. Vrakking: Learning the Complete-Basis-Functions Parameterization for the Optimization of Dynamic Molecular Alignment by ES. IDEAL 2006: 410-418
64EEOfer M. Shir, Thomas Bäck: Niche Radius Adaptation in the CMA-ES Niching Algorithm. PPSN 2006: 142-151
63EERui Li, Michael T. M. Emmerich, Jeroen Eggermont, Ernst G. P. Bovenkamp, Thomas Bäck, Jouke Dijkstra, Johan H. C. Reiber: Mixed-Integer NK Landscapes. PPSN 2006: 42-51
62EEEric-Wubbo Lameijer, Joost N. Kok, Thomas Bäck, Adriaan P. IJzerman: The Molecule Evoluator. An Interactive Evolutionary Algorithm for the Design of Drug-Like Molecules. Journal of Chemical Information and Modeling 46(2): 545-552 (2006)
61EEEric-Wubbo Lameijer, Joost N. Kok, Thomas Bäck, Adriaan P. IJzerman: Mining a Chemical Database for Fragment Co-occurrence: Discovery of "Chemical Clichés". Journal of Chemical Information and Modeling 46(2): 553-562 (2006)
60EEJeroen Kazius, Siegfried Nijssen, Joost N. Kok, Thomas Bäck, Adriaan P. IJzerman: Substructure Mining Using Elaborate Chemical Representation. Journal of Chemical Information and Modeling 46(2): 597-605 (2006)
2005
59EEOfer M. Shir, Christian Siedschlag, Thomas Bäck, Marc J. J. Vrakking: Niching in Evolution Strategies and Its Application to Laser Pulse Shaping. Artificial Evolution 2005: 85-96
58EEOfer M. Shir, Thomas Bäck: Dynamic niching in evolution strategies with covariance matrix adaptation. Congress on Evolutionary Computation 2005: 2584-2591
57EERon Breukelaar, Thomas Bäck: Using a genetic algorithm to evolve behavior in multi dimensional cellular automata: emergence of behavior. GECCO 2005: 107-114
56EEOfer M. Shir, Thomas Bäck: Niching in evolution strategies. GECCO 2005: 915-916
55EEElena V. Samsonova, Thomas Bäck, Joost N. Kok, Adriaan P. IJzerman: Reliable Hierarchical Clustering with the Self-organizing Map. IDA 2005: 385-396
54EEThomas Bäck, Ron Breukelaar: Using Genetic Algorithms to Evolve Behavior in Cellular Automata. UC 2005: 1-10
53EEEric-Wubbo Lameijer, Thomas Bäck, Joost N. Kok, Adriaan P. IJzerman: Evolutionary Algorithms in Drug Design. Natural Computing 4(3): 177-243 (2005)
2004
52EERon Breukelaar, Thomas Bäck: Evolving Transition Rules for Multi Dimensional Cellular Automata. ACRI 2004: 182-191
51EEThomas Bäck, Ron Breukelaar, Lars Willmes: Inverse Design of Cellular Automata by Genetic Algorithms: An Unconventional Programming Paradigm. UPP 2004: 161-172
50EEJano I. van Hemert, Thomas Bäck: Robust Parameter Settings for Variation Operators by Measuring the Resampling Ratio: A Study on Binary Constraint Satisfaction Problems. J. Heuristics 10(6): 629-640 (2004)
49EEThomas Bäck, Marc Schoenauer, Lars Willmes: Preface. Natural Computing 3(1): 1-3 (2004)
2003
48EELars Willmes, Thomas Bäck: Multi-criteria Airfoil Design with Evolution Strategies. EMO 2003: 782-795
47EEElena V. Samsonova, Thomas Bäck, Margot W. Beukers, Adriaan P. IJzerman, Joost N. Kok: Combining and Comparing Cluster Methods in a Receptor Database. IDA 2003: 341-351
46EELars Willmes, Thomas Bäck, Yaochu Jin, Bernhard Sendhoff: Comparing neural networks and Kriging for fitness approximation in evolutionary optimization. IEEE Congress on Evolutionary Computation (1) 2003: 663-670
45 Siegfried Nijssen, Thomas Bäck: An analysis of the behavior of simplified evolutionary algorithms on trap functions. IEEE Trans. Evolutionary Computation 7(1): 11-22 (2003)
2002
44 Boris Naujoks, Werner Haase, Jörg Ziegenhirt, Thomas Bäck: Multi Objective Airfoil Design Using Single Parent Populations. GECCO 2002: 1156-1163
43 Thomas Bäck, Daniel Vermeulen, A. E. Eiben: Effects of Tax and Evolution in an Artificial Society. JCIS 2002: 1151-1156
42 Thomas Bäck: Adaptive Business Intelligence Based on Evolution Strategies: Some Application Examples of Self-Adaptive Software. JCIS 2002: 2-6
41EEJano I. van Hemert, Thomas Bäck: Measuring the Searched Space to Guide Efficiency: The Principle and Evidence on Constraint Satisfaction. PPSN 2002: 23-32
40EEMichael Emmerich, Alexios Giotis, Mutlu Özdemir, Thomas Bäck, Kyriakos Giannakoglou: Metamodel-Assisted Evolution Strategies. PPSN 2002: 361-370
39EEBoris Naujoks, Lars Willmes, Thomas Bäck, Werner Haase: Evaluating Multi-criteria Evolutionary Algorithms for Airfoil Optimisation. PPSN 2002: 841-850
38 Thomas Bäck: Evolutionary Computation: A Guided Tour. Bulletin of the EATCS 77: 132-166 (2002)
37EEThomas Bäck: Adaptive business intelligence based on evolution strategies: some application examples of self-adaptive software. Inf. Sci. 148(1-4): 113-121 (2002)
2001
36 Thomas Bäck, Jeannette M. de Graaf, Joost N. Kok, Walter A. Kosters: Theory of Genetic Algorithms. Current Trends in Theoretical Computer Science 2001: 546-578
2000
35EEThomas Bäck, A. E. Eiben, Nikolai A. L. van der Vaart: An Empirical Study on GAs "Without Parameters". PPSN 2000: 315-324
1999
34 Thomas Bäck, Martin Schütz, Raúl Héctor Gallard, Guillermo Leguizamón: Improved Evolutionary Algorithms for Scheduling Problems. German-Argentinian Workshop on Information Technology 1999: 61-68
1998
33 A. E. Eiben, Thomas Bäck, Marc Schoenauer, Hans-Paul Schwefel: Parallel Problem Solving from Nature - PPSN V, 5th International Conference, Amsterdam, The Netherlands, September 27-30, 1998, Proceedings Springer 1998
32 Thomas Bäck, A. E. Eiben, Marco E. Vink: A Superior Evolutionary Algorithm for 3-SAT. Evolutionary Programming 1998: 125-136
31 Thomas Bäck: An Overview of Parameter Control Methods by Self-Adaption in Evolutionary Algorithms. Fundam. Inform. 35(1-4): 51-66 (1998)
30 Dirk Wiesmann, Ulrich Hammel, Thomas Bäck: Robust design of multilayer optical coatings by means of evolutionary algorithms. IEEE Trans. Evolutionary Computation 2(4): 162-167 (1998)
1997
29 Thomas Bäck: Proceedings of the 7th International Conference on Genetic Algorithms, East Lansing, MI, USA, July 19-23, 1997 Morgan Kaufmann 1997
28 A. E. Eiben, Thomas Bäck: Empirical Investigation of Multiparent Recombination Operators in Evolution Strategies. Evolutionary Computation 5(3): 347-365 (1997)
27 Thomas Bäck, Ulrich Hammel, Hans-Paul Schwefel: Evolutionary computation: comments on the history and current state. IEEE Trans. Evolutionary Computation 1(1): 3-17 (1997)
1996
26EEThomas Bäck, Martin Schütz: Intelligent Mutation Rate Control in Canonical Genetic Algorithms. ISMIS 1996: 158-167
25 Thomas Bäck, Jochen Heistermann, Cornelia Kappler, Michele Zamparelli: Evolutionary Algorithms Support Refueling of Pressurized Water Reactors. International Conference on Evolutionary Computation 1996: 104-108
24 Thomas Bäck, Hans-Paul Schwefel: Evolutionary Computation: An Overview. International Conference on Evolutionary Computation 1996: 20-29
23EEThomas Bäck, Holger Dörnemann, Ulrich Hammel, Pierre Frankhauser: Modeling Urban Growth by Cellular Automata. PPSN 1996: 636-645
22EECornelia Kappler, Thomas Bäck, Jürgen Heistermann, A. Van der Velde, Michele Zamparelli: Refueling of a Nuclear Power Plant: Comparison of a Naive and a Specialized Mutation Operator. PPSN 1996: 829-838
1995
21 Thomas Bäck: Evolution Strategies: An Alternative Evolutionary Algorithm. Artificial Evolution 1995: 3-20
20 Thomas Bäck, Martin Schütz, Sami Khuri: A Comparative Study of a Penalty Function, a Repair Heuristic and Stochastic Operators with the Set-Covering Problem. Artificial Evolution 1995: 320-332
19 Thomas Bäck, Martin Schütz: Evolution Strategies for Mixed-Integer Optimization of Optical Multilayer Systems. Evolutionary Programming 1995: 33-51
18 Thomas Bäck: Generalized Convergence Models for Tournament- and (mu, lambda)-Selection. ICGA 1995: 2-8
1994
17EESami Khuri, Thomas Bäck, Jörg Heitkötter: An Evolutionary Approach to Combinatorial Optimization Problems. ACM Conference on Computer Science 1994: 66-73
16 Thomas Bäck: Order Statistics for Convergence Velocity Analysis of Simplified Evolutionary Algorithms. FOGA 1994: 91-102
15 Thomas Bäck, Ulrich Hammel: Evolution Strategies Applied to Perturbed Objective Functions. International Conference on Evolutionary Computation 1994: 40-45
14 Thomas Bäck, Sami Khuri: An Evolutionary Heuristic for the Maximum Independent Set Problem. International Conference on Evolutionary Computation 1994: 531-535
13 Thomas Bäck: Selective Pressure in Evolutionary Algorithms: A Characterization of Selection Mechanisms. International Conference on Evolutionary Computation 1994: 57-62
12EEUlrich Hammel, Thomas Bäck: Evolution Strategies on Noisy Functions: How to Improve Convergence Properties. PPSN 1994: 159-168
11EEThomas Bäck: Parallel Optimization of Evolutionary Algorithms. PPSN 1994: 418-427
10EESami Khuri, Thomas Bäck, Jörg Heitkötter: The zero/one multiple knapsack problem and genetic algorithms. SAC 1994: 188-193
9 Thomas Bäck: Book Review: Proceedings of the Fifth International Conference on Genetic Algorithms. Evolutionary Computation 2(2): 181-191 (1994)
1993
8EEWilliam M. Spears, Kenneth A. De Jong, Thomas Bäck, David B. Fogel, Hugo de Garis: An Overview of Evolutionary Computation. ECML 1993: 442-459
7 Thomas Bäck: Optimal Mutation Rates in Genetic Search. ICGA 1993: 2-8
6 Thomas Bäck, Hans-Paul Schwefel: An Overview of Evolutionary Algorithms for Parameter Optimization. Evolutionary Computation 1(1): 1-23 (1993)
1992
5 Thomas Bäck: The Interaction of Mutation Rate, Selection, and Self-Adaptation Within a Genetic Algorithm. PPSN 1992: 87-96
4 Hans-Paul Schwefel, Thomas Bäck: Künstliche Evolution - eine intelligente Problemlösungsstrategie? KI 6(2): 20-27 (1992)
1991
3 Thomas Bäck, Frank Hoffmeister, Hans-Paul Schwefel: A Survey of Evolution Strategies. ICGA 1991: 2-9
2 Thomas Bäck, Frank Hoffmeister: Extended Selection Mechanisms in Genetic Algorithms. ICGA 1991: 92-99
1990
1EEFrank Hoffmeister, Thomas Bäck: Genetic Algorithms and Evolution Strategies - Similarities and Differences. PPSN 1990: 455-469

Coauthor Index

1Alexander Aleman [91]
2Andreas Bender [91] [92]
3Margot W. Beukers [47]
4Ernst G. P. Bovenkamp [63] [68] [76] [81] [87]
5Ron Breukelaar [51] [52] [54] [57] [67] [86]
6Juan Chen [89]
7Jouke Dijkstra [63] [68] [76] [79] [81] [87]
8Roeland W. Dirks [77]
9Holger Dörnemann [23]
10Jeroen Eggermont [63] [68] [76] [79] [81] [87]
11A. E. Eiben (Ágoston E. Eiben, Guszti Eiben) [28] [32] [33] [35] [43]
12Michael T. M. Emmerich (Michael Emmerich) [40] [63] [67] [68] [71] [72] [76] [79] [81] [87] [89] [90] [91] [92]
13Riccardo Fanciulli [78]
14David B. Fogel [8]
15Pierre Frankhauser [23]
16Raúl Héctor Gallard [34]
17Hugo de Garis [8]
18Kyriakos Giannakoglou [40]
19Alexios Giotis [40]
20Vincent van der Goes [80]
21Jeannette M. de Graaf [36]
22Werner Haase [39] [44]
23Ulrich Hammel [12] [15] [23] [27] [30]
24Jochen Heistermann [25]
25Jürgen Heistermann [22]
26Jörg Heitkötter [10] [17]
27Jano I. van Hemert [41] [50]
28Jennifer L. Herek [78]
29Frank Hoffmeister [1] [2] [3]
30Eelke van der Horst [85] [91] [92]
31Adriaan P. IJzerman [47] [53] [55] [60] [61] [62] [85] [91] [92]
32Yaochu Jin [46]
33Kenneth A. De Jong [8]
34Cornelia Kappler [22] [25]
35Jeroen Kazius [60]
36Sami Khuri [10] [14] [17] [20]
37Joost N. Kok [36] [47] [53] [55] [60] [61] [62] [65] [70] [89]
38Walter A. Kosters [36]
39Johannes W. Kruisselbrink [85] [90] [91] [92]
40Eric-Wubbo Lameijer [53] [61] [62]
41Guillermo Leguizamón [34]
42Rui Li [63] [68] [76] [79] [81] [87] [89]
43Benedikt Löwe [69]
44Aad van der Lugt [87]
45Henk A. Marquering [87]
46Boris Naujoks [39] [44]
47Siegfried Nijssen [45] [60]
48Mutlu Özdemir [40]
49Herschel Rabitz [82] [84]
50Vered Raz [77]
51Johan H. C. Reiber [63] [68] [76] [79] [81] [87]
52Jonathan Roslund [84]
53Elena V. Samsonova [47] [55]
54Janne Savolainen [78]
55Marc Schoenauer [33] [49]
56Martin Schütz [19] [20] [26] [34]
57Hans-Paul Schwefel [3] [4] [6] [24] [27] [33]
58Bernhard Sendhoff [46]
59Ofer M. Shir [56] [58] [59] [64] [65] [66] [70] [71] [72] [73] [74] [75] [77] [79] [80] [82] [84] [88]
60Christian Siedschlag [59] [66]
61William M. Spears [8]
62Nikolai A. L. van der Vaart [35]
63A. Van der Velde [22]
64Daniel Vermeulen [43]
65Marco E. Vink [32]
66Marc J. J. Vrakking [59] [65] [66] [70] [72] [75] [82]
67Peter van der Walle [78]
68Dirk Wiesmann [30]
69Lars Willmes [39] [46] [48] [49] [51] [78]
70Michele Zamparelli [22] [25]
71Jörg Ziegenhirt [44]

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)