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Kumara Sastry: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Kumara Sastry, Hussein A. Abbass, David E. Goldberg
    Sub-structural Niching in Non-stationary Environments. [Citation Graph (0, 0)][DBLP]
    Australian Conference on Artificial Intelligence, 2004, pp:873-885 [Conf]
  2. Kumara Sastry, Paul Winward, David E. Goldberg, Cláudio F. Lima
    Fluctuating Crosstalk as a Source of Deterministic Noise and Its Effects on GA Scalability. [Citation Graph (0, 0)][DBLP]
    EvoWorkshops, 2006, pp:740-751 [Conf]
  3. Martin Butz, Kumara Sastry, David E. Goldberg
    Tournament Selection: Stable Fitness Pressure in XCS. [Citation Graph (0, 0)][DBLP]
    GECCO, 2003, pp:1857-1869 [Conf]
  4. Jian-Hung Chen, David E. Goldberg, Shinn-Ying Ho, Kumara Sastry
    Fitness Inheritance In Multi-objective Optimization. [Citation Graph (0, 0)][DBLP]
    GECCO, 2002, pp:319-326 [Conf]
  5. Cláudio F. Lima, Kumara Sastry, David E. Goldberg, Fernando G. Lobo
    Combining competent crossover and mutation operators: a probabilistic model building approach. [Citation Graph (0, 0)][DBLP]
    GECCO, 2005, pp:735-742 [Conf]
  6. Xavier Llorà, Kumara Sastry
    Fast rule matching for learning classifier systems via vector instructions. [Citation Graph (0, 0)][DBLP]
    GECCO, 2006, pp:1513-1520 [Conf]
  7. Xavier Llorà, Kumara Sastry, Francesc Alías, David E. Goldberg, Michael Welge
    Analyzing active interactive genetic algorithms using visual analytics. [Citation Graph (0, 0)][DBLP]
    GECCO, 2006, pp:1417-1418 [Conf]
  8. Xavier Llorà, Kumara Sastry, David E. Goldberg
    The compact classifier system: motivation, analysis, and first results. [Citation Graph (0, 0)][DBLP]
    GECCO, 2005, pp:1993-1994 [Conf]
  9. Xavier Llorà, Kumara Sastry, David E. Goldberg
    Binary rule encoding schemes: a study using the compact classifier system. [Citation Graph (0, 0)][DBLP]
    GECCO Workshops, 2005, pp:88-89 [Conf]
  10. Xavier Llorà, Kumara Sastry, David E. Goldberg, Abhimanyu Gupta, Lalitha Lakshmi
    Combating user fatigue in iGAs: partial ordering, support vector machines, and synthetic fitness. [Citation Graph (0, 0)][DBLP]
    GECCO, 2005, pp:1363-1370 [Conf]
  11. Kei Ohnishi, Kumara Sastry, Ying-Ping Chen, David E. Goldberg
    Inducing Sequentiality Using Grammatical Genetic Codes. [Citation Graph (0, 0)][DBLP]
    GECCO (1), 2004, pp:1426-1437 [Conf]
  12. Radovan Ondas, Martin Pelikan, Kumara Sastry
    Scalability of genetic programming and probabilistic incremental program evolution. [Citation Graph (0, 0)][DBLP]
    GECCO, 2005, pp:1785-1786 [Conf]
  13. Martin Pelikan, Kumara Sastry
    Fitness Inheritance in the Bayesian Optimization Algorithm. [Citation Graph (0, 0)][DBLP]
    GECCO (2), 2004, pp:48-59 [Conf]
  14. Martin Pelikan, Kumara Sastry, Martin V. Butz, David E. Goldberg
    Hierarchical BOA on random decomposable problems. [Citation Graph (0, 0)][DBLP]
    GECCO, 2006, pp:431-432 [Conf]
  15. Martin Pelikan, Kumara Sastry, David E. Goldberg
    Multiobjective hBOA, clustering, and scalability. [Citation Graph (0, 0)][DBLP]
    GECCO, 2005, pp:663-670 [Conf]
  16. Martin Pelikan, Kumara Sastry, David E. Goldberg
    Sporadic model building for efficiency enhancement of hierarchical BOA. [Citation Graph (0, 0)][DBLP]
    GECCO, 2006, pp:405-412 [Conf]
  17. Kumara Sastry, Hussein A. Abbass, David E. Goldberg, D. D. Johnson
    Sub-structural niching in estimation of distribution algorithms. [Citation Graph (0, 0)][DBLP]
    GECCO, 2005, pp:671-678 [Conf]
  18. Kumara Sastry, David E. Goldberg
    Genetic Algorithms, Efficiency Enhancement, And Deciding Well With Differing Fitness Variances. [Citation Graph (0, 0)][DBLP]
    GECCO, 2002, pp:528-535 [Conf]
  19. Kumara Sastry, David E. Goldberg
    Genetic Algorithms, Efficiency Enhancement, And Deciding Well With Differing Fitness Bias Values. [Citation Graph (0, 0)][DBLP]
    GECCO, 2002, pp:536-543 [Conf]
  20. Kumara Sastry, David E. Goldberg
    Scalability of Selectorecombinative Genetic Algorithms for Problems with Tight Linkage. [Citation Graph (0, 0)][DBLP]
    GECCO, 2003, pp:1332-1344 [Conf]
  21. Kumara Sastry, David E. Goldberg
    Designing Competent Mutation Operators Via Probabilistic Model Building of Neighborhoods. [Citation Graph (0, 0)][DBLP]
    GECCO (2), 2004, pp:114-125 [Conf]
  22. Kumara Sastry, David E. Goldberg
    Let's Get Ready to Rumble: Crossover Versus Mutation Head to Head. [Citation Graph (0, 0)][DBLP]
    GECCO (2), 2004, pp:126-137 [Conf]
  23. Kumara Sastry, D. D. Johnson, Alexis L. Thompson, David E. Goldberg, Todd J. Martinez, Jeff Leiding, Jane Owens
    Multiobjective genetic algorithms for multiscaling excited state direct dynamics in photochemistry. [Citation Graph (0, 0)][DBLP]
    GECCO, 2006, pp:1745-1752 [Conf]
  24. Kumara Sastry, Cláudio F. Lima, David E. Goldberg
    Evaluation relaxation using substructural information and linear estimation. [Citation Graph (0, 0)][DBLP]
    GECCO, 2006, pp:419-426 [Conf]
  25. Tian-Li Yu, David E. Goldberg, Kumara Sastry
    Optimal Sampling and Speed-Up for Genetic Algorithms on the Sampled OneMax Problem. [Citation Graph (0, 0)][DBLP]
    GECCO, 2003, pp:1554-1565 [Conf]
  26. Tian-Li Yu, Kumara Sastry, David E. Goldberg
    Linkage learning, overlapping building blocks, and systematic strategy for scalable recombination. [Citation Graph (0, 0)][DBLP]
    GECCO, 2005, pp:1217-1224 [Conf]
  27. Cláudio F. Lima, Martin Pelikan, Kumara Sastry, Martin V. Butz, David E. Goldberg, Fernando G. Lobo
    Substructural Neighborhoods for Local Search in the Bayesian Optimization Algorithm. [Citation Graph (0, 0)][DBLP]
    PPSN, 2006, pp:232-241 [Conf]
  28. Martin Pelikan, Alexander K. Hartmann, Kumara Sastry
    Hierarchical BOA, Cluster Exact Approximation, and Ising Spin Glasses. [Citation Graph (0, 0)][DBLP]
    PPSN, 2006, pp:122-131 [Conf]
  29. Martin Pelikan, Kumara Sastry, Martin V. Butz, David E. Goldberg
    Performance of Evolutionary Algorithms on Random Decomposable Problems. [Citation Graph (0, 0)][DBLP]
    PPSN, 2006, pp:788-797 [Conf]
  30. Martin Pelikan, Kumara Sastry
    Fitness inheritance in the Bayesian optimization algorithm [Citation Graph (0, 0)][DBLP]
    CoRR, 2004, v:0, n:, pp:- [Journal]
  31. Kumara Sastry, David E. Goldberg, Martin Pelikan
    Efficiency Enhancement of Probabilistic Model Building Genetic Algorithms [Citation Graph (0, 0)][DBLP]
    CoRR, 2004, v:0, n:, pp:- [Journal]
  32. Kumara Sastry, David E. Goldberg
    Let's Get Ready to Rumble: Crossover Versus Mutation Head to Head [Citation Graph (0, 0)][DBLP]
    CoRR, 2004, v:0, n:, pp:- [Journal]
  33. Kumara Sastry, David E. Goldberg
    Designing Competent Mutation Operators via Probabilistic Model Building of Neighborhoods [Citation Graph (0, 0)][DBLP]
    CoRR, 2004, v:0, n:, pp:- [Journal]
  34. Kumara Sastry, Martin Pelikan, David E. Goldberg
    Efficiency Enhancement of Genetic Algorithms via Building-Block-Wise Fitness Estimation [Citation Graph (0, 0)][DBLP]
    CoRR, 2004, v:0, n:, pp:- [Journal]
  35. Martin V. Butz, Kumara Sastry, David E. Goldberg
    Strong, Stable, and Reliable Fitness Pressure in XCS due to Tournament Selection. [Citation Graph (0, 0)][DBLP]
    Genetic Programming and Evolvable Machines, 2005, v:6, n:1, pp:53-77 [Journal]
  36. Martin Pelikan, Kumara Sastry, David E. Goldberg
    Scalability of the Bayesian optimization algorithm. [Citation Graph (0, 0)][DBLP]
    Int. J. Approx. Reasoning, 2002, v:31, n:3, pp:221-258 [Journal]
  37. Xavier Llorà, Kumara Sastry, Tian-Li Yu, David E. Goldberg
    Do not match, inherit: fitness surrogates for genetics-based machine learning techniques. [Citation Graph (0, 0)][DBLP]
    GECCO, 2007, pp:1798-1805 [Conf]
  38. Kumara Sastry, Martin Pelikan, David E. Goldberg
    Empirical analysis of ideal recombination on random decomposable problems. [Citation Graph (0, 0)][DBLP]
    GECCO, 2007, pp:1388-1395 [Conf]
  39. Jaume Bacardit, Michael Stout, Jonathan D. Hirst, Kumara Sastry, Xavier Llorà, Natalio Krasnogor
    Automated alphabet reduction method with evolutionary algorithms for protein structure prediction. [Citation Graph (0, 0)][DBLP]
    GECCO, 2007, pp:346-353 [Conf]
  40. Albert Orriols-Puig, David E. Goldberg, Kumara Sastry, Ester Bernadó-Mansilla
    Modeling XCS in class imbalances: population size and parameter settings. [Citation Graph (0, 0)][DBLP]
    GECCO, 2007, pp:1838-1845 [Conf]
  41. Albert Orriols-Puig, Kumara Sastry, Pier Luca Lanzi, David E. Goldberg, Ester Bernadó-Mansilla
    Modeling selection pressure in XCS for proportionate and tournament selection. [Citation Graph (0, 0)][DBLP]
    GECCO, 2007, pp:1846-1853 [Conf]
  42. Kumara Sastry, David E. Goldberg
    Let's get ready to rumble redux: crossover versus mutation head to head on exponentially scaled problems. [Citation Graph (0, 0)][DBLP]
    GECCO, 2007, pp:1380-1387 [Conf]
  43. Kumara Sastry, David E. Goldberg, Xavier Llorà
    Towards billion-bit optimization via a parallel estimation of distribution algorithm. [Citation Graph (0, 0)][DBLP]
    GECCO, 2007, pp:577-584 [Conf]
  44. Albert Orriols-Puig, Ester Bernadó-Mansilla, Kumara Sastry, David E. Goldberg
    Substructrual surrogates for learning decomposable classification problems: implementation and first results. [Citation Graph (0, 0)][DBLP]
    GECCO (Companion), 2007, pp:2875-2882 [Conf]
  45. Tian-Li Yu, Kumara Sastry, David E. Goldberg, Martin Pelikan
    Population sizing for entropy-based model building in discrete estimation of distribution algorithms. [Citation Graph (0, 0)][DBLP]
    GECCO, 2007, pp:601-608 [Conf]
  46. Mark Hauschild, Martin Pelikan, Cláudio F. Lima, Kumara Sastry
    Analyzing probabilistic models in hierarchical BOA on traps and spin glasses. [Citation Graph (0, 0)][DBLP]
    GECCO, 2007, pp:523-530 [Conf]
  47. Xavier Llorà, Kumara Sastry, David E. Goldberg
    Binary Rule Encoding Schemes: A Study Using the Compact Classifier System. [Citation Graph (0, 0)][DBLP]
    IWLCS, 2005, pp:40-58 [Conf]
  48. Tian-Li Yu, Kumara Sastry, David E. Goldberg
    Online population size adjusting using noise and substructural measurements. [Citation Graph (0, 0)][DBLP]
    Congress on Evolutionary Computation, 2005, pp:2491-2498 [Conf]
  49. Kumara Sastry, David E. Goldberg, Martin Pelikan
    Limits of scalability of multiobjective estimation of distribution algorithms. [Citation Graph (0, 0)][DBLP]
    Congress on Evolutionary Computation, 2005, pp:2217-2224 [Conf]
  50. Xavier Llorà, Kumara Sastry, David E. Goldberg
    The compact classifier system: scalability analysis and first results. [Citation Graph (0, 0)][DBLP]
    Congress on Evolutionary Computation, 2005, pp:596-603 [Conf]
  51. Kumara Sastry, Una-May O'Reilly, David E. Goldberg
    Population Sizing for Genetic Programming Based Upon Decision Making [Citation Graph (0, 0)][DBLP]
    CoRR, 2005, v:0, n:, pp:- [Journal]
  52. Hussein A. Abbass, Kumara Sastry, David E. Goldberg
    Oiling the Wheels of Change: The Role of Adaptive Automatic Problem Decomposition in Non-Stationary Environments [Citation Graph (0, 0)][DBLP]
    CoRR, 2005, v:0, n:, pp:- [Journal]
  53. Kumara Sastry, Hussein A. Abbass, David E. Goldberg
    Sub-Structural Niching in Non-Stationary Environments [Citation Graph (0, 0)][DBLP]
    CoRR, 2005, v:0, n:, pp:- [Journal]
  54. Kumara Sastry, Hussein A. Abbass, David E. Goldberg, D. D. Johnson
    Sub-structural Niching in Estimation of Distribution Algorithms [Citation Graph (0, 0)][DBLP]
    CoRR, 2005, v:0, n:, pp:- [Journal]
  55. Radovan Ondas, Martin Pelikan, Kumara Sastry
    Scalability of Genetic Programming and Probabilistic Incremental Program Evolution [Citation Graph (0, 0)][DBLP]
    CoRR, 2005, v:0, n:, pp:- [Journal]
  56. Martin Pelikan, Kumara Sastry, David E. Goldberg
    Multiobjective hBOA, Clustering, and Scalability [Citation Graph (0, 0)][DBLP]
    CoRR, 2005, v:0, n:, pp:- [Journal]
  57. Kumara Sastry, Martin Pelikan, David E. Goldberg
    Decomposable Problems, Niching, and Scalability of Multiobjective Estimation of Distribution Algorithms [Citation Graph (0, 0)][DBLP]
    CoRR, 2005, v:0, n:, pp:- [Journal]
  58. Martin V. Butz, David E. Goldberg, Pier Luca Lanzi, Kumara Sastry
    Problem solution sustenance in XCS: Markov chain analysis of niche support distributions and the impact on computational complexity. [Citation Graph (0, 0)][DBLP]
    Genetic Programming and Evolvable Machines, 2007, v:8, n:1, pp:5-37 [Journal]

  59. Improving the efficiency of the extended compact genetic algorithm. [Citation Graph (, )][DBLP]


  60. Speeding online synthesis via enforced selecto-recombination. [Citation Graph (, )][DBLP]


  61. Improving small population performance under noise with viral infection + tropism. [Citation Graph (, )][DBLP]


  62. iBOA: the incremental bayesian optimization algorithm. [Citation Graph (, )][DBLP]


  63. Using previous models to bias structural learning in the hierarchical BOA. [Citation Graph (, )][DBLP]


  64. Performance of evolutionary algorithms on NK landscapes with nearest neighbor interactions and tunable overlap. [Citation Graph (, )][DBLP]


  65. Initial-population bias in the univariate estimation of distribution algorithm. [Citation Graph (, )][DBLP]


  66. Substructural Surrogates for Learning Decomposable Classification Problems. [Citation Graph (, )][DBLP]


  67. Analysis of Population Evolution in Classifier Systems Using Symbolic Representations. [Citation Graph (, )][DBLP]


  68. Linkage Learning, Rule Representation, and the X-Ary Extended Compact Classifier System. [Citation Graph (, )][DBLP]


  69. Enhancing the Efficiency of the ECGA. [Citation Graph (, )][DBLP]


  70. Influence of selection and replacement strategies on linkage learning in BOA. [Citation Graph (, )][DBLP]


  71. A Simple Real-Coded Extended Compact Genetic Algorithm. [Citation Graph (, )][DBLP]


  72. Real-coded ECGA for solving decomposable real-valued optimization problems. [Citation Graph (, )][DBLP]


  73. iBOA: The Incremental Bayesian Optimization Algorithm [Citation Graph (, )][DBLP]


  74. Dependency Structure Matrix, Genetic Algorithms, and Effective Recombination. [Citation Graph (, )][DBLP]


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