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Thomas Bäck: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Sami Khuri, Thomas Bäck, Jörg Heitkötter
    An Evolutionary Approach to Combinatorial Optimization Problems. [Citation Graph (0, 0)][DBLP]
    ACM Conference on Computer Science, 1994, pp:66-73 [Conf]
  2. Ron Breukelaar, Thomas Bäck
    Evolving Transition Rules for Multi Dimensional Cellular Automata. [Citation Graph (0, 0)][DBLP]
    ACRI, 2004, pp:182-191 [Conf]
  3. Thomas Bäck
    Evolution Strategies: An Alternative Evolutionary Algorithm. [Citation Graph (0, 0)][DBLP]
    Artificial Evolution, 1995, pp:3-20 [Conf]
  4. Thomas Bäck, Martin Schütz, Sami Khuri
    A Comparative Study of a Penalty Function, a Repair Heuristic and Stochastic Operators with the Set-Covering Problem. [Citation Graph (0, 0)][DBLP]
    Artificial Evolution, 1995, pp:320-332 [Conf]
  5. Ofer M. Shir, Christian Siedschlag, Thomas Bäck, Marc J. J. Vrakking
    Niching in Evolution Strategies and Its Application to Laser Pulse Shaping. [Citation Graph (0, 0)][DBLP]
    Artificial Evolution, 2005, pp:85-96 [Conf]
  6. William M. Spears, Kenneth A. De Jong, Thomas Bäck, David B. Fogel, Hugo de Garis
    An Overview of Evolutionary Computation. [Citation Graph (0, 0)][DBLP]
    ECML, 1993, pp:442-459 [Conf]
  7. Lars Willmes, Thomas Bäck
    Multi-criteria Airfoil Design with Evolution Strategies. [Citation Graph (0, 0)][DBLP]
    EMO, 2003, pp:782-795 [Conf]
  8. Thomas Bäck, A. E. Eiben, Marco E. Vink
    A Superior Evolutionary Algorithm for 3-SAT. [Citation Graph (0, 0)][DBLP]
    Evolutionary Programming, 1998, pp:125-136 [Conf]
  9. Thomas Bäck, Martin Schütz
    Evolution Strategies for Mixed-Integer Optimization of Optical Multilayer Systems. [Citation Graph (0, 0)][DBLP]
    Evolutionary Programming, 1995, pp:33-51 [Conf]
  10. Ron Breukelaar, Michael Emmerich, Thomas Bäck
    On Interactive Evolution Strategies. [Citation Graph (0, 0)][DBLP]
    EvoWorkshops, 2006, pp:530-541 [Conf]
  11. Rui 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. [Citation Graph (0, 0)][DBLP]
    EvoWorkshops, 2006, pp:415-426 [Conf]
  12. Thomas Bäck
    Order Statistics for Convergence Velocity Analysis of Simplified Evolutionary Algorithms. [Citation Graph (0, 0)][DBLP]
    FOGA, 1994, pp:91-102 [Conf]
  13. Thomas Bäck, Martin Schütz, Raúl Héctor Gallard, Guillermo Leguizamón
    Improved Evolutionary Algorithms for Scheduling Problems. [Citation Graph (0, 0)][DBLP]
    German-Argentinian Workshop on Information Technology, 1999, pp:61-68 [Conf]
  14. Ron Breukelaar, Thomas Bäck
    Using a genetic algorithm to evolve behavior in multi dimensional cellular automata: emergence of behavior. [Citation Graph (0, 0)][DBLP]
    GECCO, 2005, pp:107-114 [Conf]
  15. Boris Naujoks, Werner Haase, Jörg Ziegenhirt, Thomas Bäck
    Multi Objective Airfoil Design Using Single Parent Populations. [Citation Graph (0, 0)][DBLP]
    GECCO, 2002, pp:1156-1163 [Conf]
  16. Ofer M. Shir, Thomas Bäck
    Niching in evolution strategies. [Citation Graph (0, 0)][DBLP]
    GECCO, 2005, pp:915-916 [Conf]
  17. Ofer M. Shir, Christian Siedschlag, Thomas Bäck, Marc J. J. Vrakking
    The complete-basis-functions parameterization in ES and its application to laser pulse shaping. [Citation Graph (0, 0)][DBLP]
    GECCO, 2006, pp:1769-1776 [Conf]
  18. Thomas Bäck
    Selective Pressure in Evolutionary Algorithms: A Characterization of Selection Mechanisms. [Citation Graph (0, 0)][DBLP]
    International Conference on Evolutionary Computation, 1994, pp:57-62 [Conf]
  19. Thomas Bäck, Ulrich Hammel
    Evolution Strategies Applied to Perturbed Objective Functions. [Citation Graph (0, 0)][DBLP]
    International Conference on Evolutionary Computation, 1994, pp:40-45 [Conf]
  20. Thomas Bäck, Jochen Heistermann, Cornelia Kappler, Michele Zamparelli
    Evolutionary Algorithms Support Refueling of Pressurized Water Reactors. [Citation Graph (0, 0)][DBLP]
    International Conference on Evolutionary Computation, 1996, pp:104-108 [Conf]
  21. Thomas Bäck, Sami Khuri
    An Evolutionary Heuristic for the Maximum Independent Set Problem. [Citation Graph (0, 0)][DBLP]
    International Conference on Evolutionary Computation, 1994, pp:531-535 [Conf]
  22. Thomas Bäck, Hans-Paul Schwefel
    Evolutionary Computation: An Overview. [Citation Graph (0, 0)][DBLP]
    International Conference on Evolutionary Computation, 1996, pp:20-29 [Conf]
  23. Thomas Bäck
    Optimal Mutation Rates in Genetic Search. [Citation Graph (0, 0)][DBLP]
    ICGA, 1993, pp:2-8 [Conf]
  24. Thomas Bäck
    Generalized Convergence Models for Tournament- and (mu, lambda)-Selection. [Citation Graph (0, 0)][DBLP]
    ICGA, 1995, pp:2-8 [Conf]
  25. Thomas Bäck, Frank Hoffmeister
    Extended Selection Mechanisms in Genetic Algorithms. [Citation Graph (0, 0)][DBLP]
    ICGA, 1991, pp:92-99 [Conf]
  26. Thomas Bäck, Frank Hoffmeister, Hans-Paul Schwefel
    A Survey of Evolution Strategies. [Citation Graph (0, 0)][DBLP]
    ICGA, 1991, pp:2-9 [Conf]
  27. Elena V. Samsonova, Thomas Bäck, Margot W. Beukers, Adriaan P. IJzerman, Joost N. Kok
    Combining and Comparing Cluster Methods in a Receptor Database. [Citation Graph (0, 0)][DBLP]
    IDA, 2003, pp:341-351 [Conf]
  28. Elena V. Samsonova, Thomas Bäck, Joost N. Kok, Adriaan P. IJzerman
    Reliable Hierarchical Clustering with the Self-organizing Map. [Citation Graph (0, 0)][DBLP]
    IDA, 2005, pp:385-396 [Conf]
  29. Ofer 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. [Citation Graph (0, 0)][DBLP]
    IDEAL, 2006, pp:410-418 [Conf]
  30. Thomas Bäck, Martin Schütz
    Intelligent Mutation Rate Control in Canonical Genetic Algorithms. [Citation Graph (0, 0)][DBLP]
    ISMIS, 1996, pp:158-167 [Conf]
  31. Thomas Bäck
    Adaptive Business Intelligence Based on Evolution Strategies: Some Application Examples of Self-Adaptive Software. [Citation Graph (0, 0)][DBLP]
    JCIS, 2002, pp:2-6 [Conf]
  32. Thomas Bäck, Daniel Vermeulen, A. E. Eiben
    Effects of Tax and Evolution in an Artificial Society. [Citation Graph (0, 0)][DBLP]
    JCIS, 2002, pp:1151-1156 [Conf]
  33. Thomas Bäck
    The Interaction of Mutation Rate, Selection, and Self-Adaptation Within a Genetic Algorithm. [Citation Graph (0, 0)][DBLP]
    PPSN, 1992, pp:87-96 [Conf]
  34. Thomas Bäck
    Parallel Optimization of Evolutionary Algorithms. [Citation Graph (0, 0)][DBLP]
    PPSN, 1994, pp:418-427 [Conf]
  35. Thomas Bäck, Holger Dörnemann, Ulrich Hammel, Pierre Frankhauser
    Modeling Urban Growth by Cellular Automata. [Citation Graph (0, 0)][DBLP]
    PPSN, 1996, pp:636-645 [Conf]
  36. Thomas Bäck, A. E. Eiben, Nikolai A. L. van der Vaart
    An Empirical Study on GAs "Without Parameters". [Citation Graph (0, 0)][DBLP]
    PPSN, 2000, pp:315-324 [Conf]
  37. Michael Emmerich, Alexios Giotis, Mutlu Özdemir, Thomas Bäck, Kyriakos Giannakoglou
    Metamodel-Assisted Evolution Strategies. [Citation Graph (0, 0)][DBLP]
    PPSN, 2002, pp:361-370 [Conf]
  38. Ulrich Hammel, Thomas Bäck
    Evolution Strategies on Noisy Functions: How to Improve Convergence Properties. [Citation Graph (0, 0)][DBLP]
    PPSN, 1994, pp:159-168 [Conf]
  39. Jano I. van Hemert, Thomas Bäck
    Measuring the Searched Space to Guide Efficiency: The Principle and Evidence on Constraint Satisfaction. [Citation Graph (0, 0)][DBLP]
    PPSN, 2002, pp:23-32 [Conf]
  40. Frank Hoffmeister, Thomas Bäck
    Genetic Algorithms and Evolution Strategies - Similarities and Differences. [Citation Graph (0, 0)][DBLP]
    PPSN, 1990, pp:455-469 [Conf]
  41. Cornelia 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. [Citation Graph (0, 0)][DBLP]
    PPSN, 1996, pp:829-838 [Conf]
  42. Rui Li, Michael T. M. Emmerich, Jeroen Eggermont, Ernst G. P. Bovenkamp, Thomas Bäck, Jouke Dijkstra, Johan H. C. Reiber
    Mixed-Integer NK Landscapes. [Citation Graph (0, 0)][DBLP]
    PPSN, 2006, pp:42-51 [Conf]
  43. Boris Naujoks, Lars Willmes, Thomas Bäck, Werner Haase
    Evaluating Multi-criteria Evolutionary Algorithms for Airfoil Optimisation. [Citation Graph (0, 0)][DBLP]
    PPSN, 2002, pp:841-850 [Conf]
  44. Ofer M. Shir, Thomas Bäck
    Niche Radius Adaptation in the CMA-ES Niching Algorithm. [Citation Graph (0, 0)][DBLP]
    PPSN, 2006, pp:142-151 [Conf]
  45. Sami Khuri, Thomas Bäck, Jörg Heitkötter
    The zero/one multiple knapsack problem and genetic algorithms. [Citation Graph (0, 0)][DBLP]
    SAC, 1994, pp:188-193 [Conf]
  46. Thomas Bäck, Ron Breukelaar
    Using Genetic Algorithms to Evolve Behavior in Cellular Automata. [Citation Graph (0, 0)][DBLP]
    UC, 2005, pp:1-10 [Conf]
  47. Thomas Bäck, Ron Breukelaar, Lars Willmes
    Inverse Design of Cellular Automata by Genetic Algorithms: An Unconventional Programming Paradigm. [Citation Graph (0, 0)][DBLP]
    UPP, 2004, pp:161-172 [Conf]
  48. Thomas Bäck
    Evolutionary Computation: A Guided Tour. [Citation Graph (0, 0)][DBLP]
    Bulletin of the EATCS, 2002, v:77, n:, pp:132-166 [Journal]
  49. Thomas Bäck
    Book Review: Proceedings of the Fifth International Conference on Genetic Algorithms. [Citation Graph (0, 0)][DBLP]
    Evolutionary Computation, 1994, v:2, n:2, pp:181-191 [Journal]
  50. Thomas Bäck, Hans-Paul Schwefel
    An Overview of Evolutionary Algorithms for Parameter Optimization. [Citation Graph (0, 0)][DBLP]
    Evolutionary Computation, 1993, v:1, n:1, pp:1-23 [Journal]
  51. A. E. Eiben, Thomas Bäck
    Empirical Investigation of Multiparent Recombination Operators in Evolution Strategies. [Citation Graph (0, 0)][DBLP]
    Evolutionary Computation, 1997, v:5, n:3, pp:347-365 [Journal]
  52. Thomas Bäck
    An Overview of Parameter Control Methods by Self-Adaption in Evolutionary Algorithms. [Citation Graph (0, 0)][DBLP]
    Fundam. Inform., 1998, v:35, n:1-4, pp:51-66 [Journal]
  53. Jano I. van Hemert, Thomas Bäck
    Robust Parameter Settings for Variation Operators by Measuring the Resampling Ratio: A Study on Binary Constraint Satisfaction Problems. [Citation Graph (0, 0)][DBLP]
    J. Heuristics, 2004, v:10, n:6, pp:629-640 [Journal]
  54. Thomas Bäck
    Adaptive business intelligence based on evolution strategies: some application examples of self-adaptive software. [Citation Graph (0, 0)][DBLP]
    Inf. Sci., 2002, v:148, n:1-4, pp:113-121 [Journal]
  55. Jeroen Kazius, Siegfried Nijssen, Joost N. Kok, Thomas Bäck, Adriaan P. IJzerman
    Substructure Mining Using Elaborate Chemical Representation. [Citation Graph (0, 0)][DBLP]
    Journal of Chemical Information and Modeling, 2006, v:46, n:2, pp:597-605 [Journal]
  56. Eric-Wubbo Lameijer, Joost N. Kok, Thomas Bäck, Adriaan P. IJzerman
    The Molecule Evoluator. An Interactive Evolutionary Algorithm for the Design of Drug-Like Molecules. [Citation Graph (0, 0)][DBLP]
    Journal of Chemical Information and Modeling, 2006, v:46, n:2, pp:545-552 [Journal]
  57. Eric-Wubbo Lameijer, Joost N. Kok, Thomas Bäck, Adriaan P. IJzerman
    Mining a Chemical Database for Fragment Co-occurrence: Discovery of "Chemical Clichés". [Citation Graph (0, 0)][DBLP]
    Journal of Chemical Information and Modeling, 2006, v:46, n:2, pp:553-562 [Journal]
  58. Hans-Paul Schwefel, Thomas Bäck
    Künstliche Evolution - eine intelligente Problemlösungsstrategie? [Citation Graph (0, 0)][DBLP]
    KI, 1992, v:6, n:2, pp:20-27 [Journal]
  59. Thomas Bäck, Marc Schoenauer, Lars Willmes
    Preface. [Citation Graph (0, 0)][DBLP]
    Natural Computing, 2004, v:3, n:1, pp:1-3 [Journal]
  60. Eric-Wubbo Lameijer, Thomas Bäck, Joost N. Kok, Adriaan P. IJzerman
    Evolutionary Algorithms in Drug Design. [Citation Graph (0, 0)][DBLP]
    Natural Computing, 2005, v:4, n:3, pp:177-243 [Journal]
  61. Thomas Bäck, Benedikt Löwe
    Computing and the natural sciences at CiE 2005. [Citation Graph (0, 0)][DBLP]
    Theor. Comput. Sci., 2007, v:371, n:1-2, pp:1-3 [Journal]
  62. Thomas Bäck, Ulrich Hammel, Hans-Paul Schwefel
    Evolutionary computation: comments on the history and current state. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Evolutionary Computation, 1997, v:1, n:1, pp:3-17 [Journal]
  63. Siegfried Nijssen, Thomas Bäck
    An analysis of the behavior of simplified evolutionary algorithms on trap functions. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Evolutionary Computation, 2003, v:7, n:1, pp:11-22 [Journal]
  64. Dirk Wiesmann, Ulrich Hammel, Thomas Bäck
    Robust design of multilayer optical coatings by means of evolutionary algorithms. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Evolutionary Computation, 1998, v:2, n:4, pp:162-167 [Journal]
  65. Rui 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. [Citation Graph (0, 0)][DBLP]
    EvoWorkshops, 2007, pp:391-398 [Conf]
  66. Ofer M. Shir, Vered Raz, Roeland W. Dirks, Thomas Bäck
    Classification of Cell Fates with Support Vector Machine Learning. [Citation Graph (0, 0)][DBLP]
    EvoBIO, 2007, pp:258-269 [Conf]
  67. Ofer M. Shir, Thomas Bäck
    The second harmonic generation case-study as a gateway for es to quantum control problems. [Citation Graph (0, 0)][DBLP]
    GECCO, 2007, pp:713-721 [Conf]
  68. Ofer M. Shir, Thomas Bäck, Marc J. J. Vrakking
    On the scalability of evolution strategies in the optimization of dynamic molecular alignment. [Citation Graph (0, 0)][DBLP]
    GECCO, 2007, pp:2266- [Conf]
  69. Ofer M. Shir, Thomas Bäck
    Performance analysis of niching algorithms based on derandomized-ES variants. [Citation Graph (0, 0)][DBLP]
    GECCO, 2007, pp:705-712 [Conf]
  70. Ofer M. Shir, Joost N. Kok, Thomas Bäck, Marc J. J. Vrakking
    Gaining Insights into Laser Pulse Shaping by Evolution Strategies. [Citation Graph (0, 0)][DBLP]
    IWINAC (1), 2007, pp:467-477 [Conf]
  71. Ofer M. Shir, Thomas Bäck
    Dynamic niching in evolution strategies with covariance matrix adaptation. [Citation Graph (0, 0)][DBLP]
    Congress on Evolutionary Computation, 2005, pp:2584-2591 [Conf]

  72. Evolution Strategies for Laser Pulse Compression. [Citation Graph (, )][DBLP]


  73. Combining Aggregation with Pareto Optimization: A Case Study in Evolutionary Molecular Design. [Citation Graph (, )][DBLP]


  74. Optimizing Computed Tomographic Angiography Image Segmentation Using Fitness Based Partitioning. [Citation Graph (, )][DBLP]


  75. Performance analysis of derandomized evolution strategies in quantum control experiments. [Citation Graph (, )][DBLP]


  76. Self-adaptive mutation rates in genetic algorithm for inverse design of cellular automata. [Citation Graph (, )][DBLP]


  77. Evolutionary algorithms for automated drug design towards target molecule properties. [Citation Graph (, )][DBLP]


  78. Evolution strategies: basic introduction. [Citation Graph (, )][DBLP]


  79. Enhancing search space diversity in multi-objective evolutionary drug molecule design using niching. [Citation Graph (, )][DBLP]


  80. On the limitations of adaptive resampling in using the student's t-test evolution strategies. [Citation Graph (, )][DBLP]


  81. Mixed-integer evolution strategy using multiobjective selection applied to warehouse design optimization. [Citation Graph (, )][DBLP]


  82. Experimental optimization by evolutionary algorithms. [Citation Graph (, )][DBLP]


  83. How to Do Recombination in Evolution Strategies: An Empirical Study. [Citation Graph (, )][DBLP]


  84. Mixed-Integer Evolution Strategies with Dynamic Niching. [Citation Graph (, )][DBLP]


  85. Niche Radius Adaptation with Asymmetric Sharing. [Citation Graph (, )][DBLP]


  86. An Archive Maintenance Scheme for Finding Robust Solutions. [Citation Graph (, )][DBLP]


  87. Exploiting Overlap When Searching for Robust Optima. [Citation Graph (, )][DBLP]


  88. Comparing neural networks and Kriging for fitness approximation in evolutionary optimization. [Citation Graph (, )][DBLP]


  89. Self-Adaptive Niching CMA-ES with Mahalanobis Metric. [Citation Graph (, )][DBLP]


  90. The application of evolutionary multi-criteria optimization to dynamic molecular alignment. [Citation Graph (, )][DBLP]


  91. On the evolution of laser pulses under a dynamic Quantum Control environment. [Citation Graph (, )][DBLP]


  92. Metamodel-assisted mixed integer evolution strategies and their application to intravascular ultrasound image analysis. [Citation Graph (, )][DBLP]


  93. Adaptive Niche Radii and Niche Shapes Approaches for Niching with the CMA-ES. [Citation Graph (, )][DBLP]


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