| 2022 | DAC | Generic lithography modeling with dual-band optics-inspired neural networks. | Haoyu Yang, Zongyi Li, Kumara Sastry, Saumyadip Mukhopadhyay, Mark Kilgard, Anima Anandkumar, Brucek Khailany, Vivek Singh, Haoxing Ren |
| 2009 | GECCO | Initial-population bias in the univariate estimation of distribution algorithm. | Martin Pelikan, Kumara Sastry |
| 2009 | GECCO | Performance of evolutionary algorithms on NK landscapes with nearest neighbor interactions and tunable overlap. | Martin Pelikan, Kumara Sastry, David E. Goldberg, Martin V. Butz, Mark Hauschild |
| 2008 | GECCO | Improving the efficiency of the extended compact genetic algorithm. | Thyago S. P. C. Duque, David E. Goldberg, Kumara Sastry |
| 2008 | GECCO | Using previous models to bias structural learning in the hierarchical BOA. | Mark Hauschild, Martin Pelikan, Kumara Sastry, David E. Goldberg |
| 2008 | GECCO | iBOA: the incremental bayesian optimization algorithm. | Martin Pelikan, Kumara Sastry, David E. Goldberg |
| 2008 | GECCO | Speeding online synthesis via enforced selecto-recombination. | Shunsuke Saruwatari, Xavier Llor, Noriko Imafuji Yasui, Hiroshi Tamura, Kumara Sastry, David E. Goldberg |
| 2008 | GECCO | Improving small population performance under noise with viral infection + tropism. | Yuji Sato, David E. Goldberg, Kumara Sastry |
| 2008 | PPSN | Enhancing the Efficiency of the ECGA. | Thyago S. P. C. Duque, David E. Goldberg, Kumara Sastry |
| 2007 | CEC | A Simple Real-Coded Extended Compact Genetic Algorithm. | Luca Fossati, Pier Luca Lanzi, Kumara Sastry, David E. Goldberg, Osvaldo Gmez |
| 2007 | CEC | Real-coded ECGA for solving decomposable real-valued optimization problems. | Minqiang Li, David E. Goldberg, Kumara Sastry, Tian-Li Yu |
| 2007 | CEC | Influence of selection and replacement strategies on linkage learning in BOA. | Cludio F. Lima, Martin Pelikan, David E. Goldberg, Fernando G. Lobo, Kumara Sastry, Mark Hauschild |
| 2007 | GECCO | Automated alphabet reduction method with evolutionary algorithms for protein structure prediction. | Jaume Bacardit, Michael Stout, Jonathan D. Hirst, Kumara Sastry, Xavier Llor, Natalio Krasnogor |
| 2007 | GECCO | Analyzing probabilistic models in hierarchical BOA on traps and spin glasses. | Mark Hauschild, Martin Pelikan, Cludio F. Lima, Kumara Sastry |
| 2007 | GECCO | Do not match, inherit: fitness surrogates for genetics-based machine learning techniques. | Xavier Llor, Kumara Sastry, Tian-Li Yu, David E. Goldberg |
| 2007 | GECCO | Substructrual surrogates for learning decomposable classification problems: implementation and first results. | Albert Orriols-Puig, Ester Bernad-Mansilla, Kumara Sastry, David E. Goldberg |
| 2007 | GECCO | Modeling XCS in class imbalances: population size and parameter settings. | Albert Orriols-Puig, David E. Goldberg, Kumara Sastry, Ester Bernad-Mansilla |
| 2007 | GECCO | Modeling selection pressure in XCS for proportionate and tournament selection. | Albert Orriols-Puig, Kumara Sastry, Pier Luca Lanzi, David E. Goldberg, Ester Bernad-Mansilla |
| 2007 | GECCO | Let's get ready to rumble redux: crossover versus mutation head to head on exponentially scaled problems. | Kumara Sastry, David E. Goldberg |
| 2007 | GECCO | Towards billion-bit optimization via a parallel estimation of distribution algorithm. | Kumara Sastry, David E. Goldberg, Xavier Llor |
| 2007 | GECCO | Empirical analysis of ideal recombination on random decomposable problems. | Kumara Sastry, Martin Pelikan, David E. Goldberg |
| 2007 | GECCO | Population sizing for entropy-based model building in discrete estimation of distribution algorithms. | Tian-Li Yu, Kumara Sastry, David E. Goldberg, Martin Pelikan |
| 2007 | ICNC | Performance Analyses of Factorization Based on Gaussian PDF In rECGA. | Minqiang Li, David E. Goldberg, Kumara Sastry, Tian-Li Yu |
| 2007 | ISDA | Evolutionary Algorithm for Large Scale Problems. | Thyago S. P. C. Duque, Kumara Sastry, Alexandre C. B. Delbem, David E. Goldberg |
| 2006 | GECCO | Fast rule matching for learning classifier systems via vector instructions. | Xavier Llor, Kumara Sastry |
| 2006 | GECCO | Analyzing active interactive genetic algorithms using visual analytics. | Xavier Llor, Kumara Sastry, Francesc Alas, David E. Goldberg, Michael Welge |
| 2006 | GECCO | Hierarchical BOA on random decomposable problems. | Martin Pelikan, Kumara Sastry, Martin V. Butz, David E. Goldberg |
| 2006 | GECCO | Sporadic model building for efficiency enhancement of hierarchical BOA. | Martin Pelikan, Kumara Sastry, David E. Goldberg |
| 2006 | GECCO | Multiobjective genetic algorithms for multiscaling excited state direct dynamics in photochemistry. | Kumara Sastry, D. D. Johnson, Alexis L. Thompson, David E. Goldberg, Todd J. Martnez, Jeff Leiding, Jane Owens |
| 2006 | GECCO | Evaluation relaxation using substructural information and linear estimation. | Kumara Sastry, Cludio F. Lima, David E. Goldberg |
| 2006 | ICASSP | Efficient Interactive Weight Tuning For Tts Synthesis: Reducing User Fatigue By Improving User Consistency. | Francesc Alas, Xavier Llor, Llus Formiga, Kumara Sastry, David E. Goldberg |
| 2006 | PPSN | Substructural Neighborhoods for Local Search in the Bayesian Optimization Algorithm. | Cludio F. Lima, Martin Pelikan, Kumara Sastry, Martin V. Butz, David E. Goldberg, Fernando G. Lobo |
| 2006 | PPSN | Hierarchical BOA, Cluster Exact Approximation, and Ising Spin Glasses. | Martin Pelikan, Alexander K. Hartmann, Kumara Sastry |
| 2006 | PPSN | Performance of Evolutionary Algorithms on Random Decomposable Problems. | Martin Pelikan, Kumara Sastry, Martin V. Butz, David E. Goldberg |
| 2005 | CEC | The compact classifier system: scalability analysis and first results. | Xavier Llor, Kumara Sastry, David E. Goldberg |
| 2005 | CEC | Limits of scalability of multiobjective estimation of distribution algorithms. | Kumara Sastry, David E. Goldberg, Martin Pelikan |
| 2005 | CEC | Online population size adjusting using noise and substructural measurements. | Tian-Li Yu, Kumara Sastry, David E. Goldberg |
| 2005 | GECCO | Combining competent crossover and mutation operators: a probabilistic model building approach. | Cludio F. Lima, Kumara Sastry, David E. Goldberg, Fernando G. Lobo |
| 2005 | GECCO | The compact classifier system: motivation, analysis, and first results. | Xavier Llor, Kumara Sastry, David E. Goldberg |
| 2005 | GECCO | Binary rule encoding schemes: a study using the compact classifier system. | Xavier Llor, Kumara Sastry, David E. Goldberg |
| 2005 | GECCO | Combating user fatigue in iGAs: partial ordering, support vector machines, and synthetic fitness. | Xavier Llor, Kumara Sastry, David E. Goldberg, Abhimanyu Gupta, Lalitha Lakshmi |
| 2005 | GECCO | Scalability of genetic programming and probabilistic incremental program evolution. | Radovan Ondas, Martin Pelikan, Kumara Sastry |
| 2005 | GECCO | Multiobjective hBOA, clustering, and scalability. | Martin Pelikan, Kumara Sastry, David E. Goldberg |
| 2005 | GECCO | Sub-structural niching in estimation of distribution algorithms. | Kumara Sastry, Hussein A. Abbass, David E. Goldberg, D. D. Johnson |
| 2005 | GECCO | Linkage learning, overlapping building blocks, and systematic strategy for scalable recombination. | Tian-Li Yu, Kumara Sastry, David E. Goldberg |
| 2004 | CEC | Efficiency enhancement of genetic algorithms via building-block-wise fitness estimation. | Kumara Sastry, Martin Pelikan, David E. Goldberg |
| 2004 | GECCO | Inducing Sequentiality Using Grammatical Genetic Codes. | Kei Ohnishi, Kumara Sastry, Ying-Ping Chen, David E. Goldberg |
| 2004 | GECCO | Fitness Inheritance in the Bayesian Optimization Algorithm. | Martin Pelikan, Kumara Sastry |
| 2004 | GECCO | Designing Competent Mutation Operators Via Probabilistic Model Building of Neighborhoods. | Kumara Sastry, David E. Goldberg |
| 2004 | GECCO | Let's Get Ready to Rumble: Crossover Versus Mutation Head to Head. | Kumara Sastry, David E. Goldberg |
| 2003 | GECCO | Tournament Selection: Stable Fitness Pressure in XCS. | Martin V. Butz, Kumara Sastry, David E. Goldberg |
| 2003 | GECCO | Scalability of Selectorecombinative Genetic Algorithms for Problems with Tight Linkage. | Kumara Sastry, David E. Goldberg |
| 2003 | GECCO | Optimal Sampling and Speed-Up for Genetic Algorithms on the Sampled OneMax Problem. | Tian-Li Yu, David E. Goldberg, Kumara Sastry |
| 2002 | GECCO | Fitness Inheritance In Multi-objective Optimization. | Jian-Hung Chen, David E. Goldberg, Shinn-Ying Ho, Kumara Sastry |
| 2002 | GECCO | Genetic Algorithms, Efficiency Enhancement, And Deciding Well With Differing Fitness Variances. | Kumara Sastry, David E. Goldberg |
| 2002 | GECCO | Genetic Algorithms, Efficiency Enhancement, And Deciding Well With Differing Fitness Bias Values. | Kumara Sastry, David E. Goldberg |