| 2005 | GECCO | Approximate factorizations of distributions and the minimum relative entropy principle. | Heinz Mhlenbein, Robin Hns |
| 2003 | CIARP | A Maximum Entropy Approach to Sampling in EDA ? The Single Connected Case. | Carlos Alberto Ochoa Ortz Zezzatti, Robin Hns, Marta Soto, Heinz Mhlenbein |
| 2002 | CEC | A comparison of stochastic local search and population based search. | Heinz Mhlenbein, Thilo Mahnig |
| 2002 | CEC | Blocked stochastic sampling versus Estimation of Distribution Algorithms. | Roberto Santana, Heinz Mhlenbein |
| 2002 | FOGA | Evolutionary Algorithms and the Boltzmann Distribution. | Heinz Mhlenbein, Thilo Mahnig |
| 2001 | CEC | A new adaptive Boltzmann selection schedule SDS. | Thilo Mahnig, Heinz Mhlenbein |
| 2000 | CEC | Size of neighborhood more important than temperature for stochastic local search. | Heinz Mhlenbein, Jrg Zimmermann |
| 2000 | CEC | Convergence properties of incremental Bayesian evolutionary algorithms with single Markov chains. | Byoung-Tak Zhang, Gerhard Paass, Heinz Mhlenbein |
| 2000 | PPSN | A Factorized Distribution Algorithm Using Single Connected Bayesian Networks. | Carlos Alberto Ochoa Ortz Zezzatti, Heinz Mhlenbein, Marta Soto |
| 1999 | CEC | The Factorized Distribution Algorithm for additively decomposed functions. | Heinz Mhlenbein, Thilo Mahnig |
| 1998 | PPSN | The Breeder Genetic Algorithm for Frequency Assignment. | Christine Crisan, Heinz Mhlenbein |
| 1997 | ICEC | Linkage equilibrium and genetic algorithms. | Uday Kumar Chakraborty, Heinz Mhlenbein |
| 1996 | ICEC | Adaptation of Population Sizes by Competing Subpopulations. | Dirk Schlierkamp-Voosen, Heinz Mhlenbein |
| 1996 | ICEC | The Response to Selection Equation for Skew Fitness Distributions. | Hans-Michael Voigt, Heinz Mhlenbein, Dirk Schlierkamp-Voosen |
| 1996 | PPSN | From Recombination of Genes to the Estimation of Distributions II. Continuous Parameters. | Heinz Mhlenbein, Jrgen Bendisch, Hans-Michael Voigt |
| 1996 | PPSN | From Recombination of Genes to the Estimation of Distributions I. Binary Parameters. | Heinz Mhlenbein, Gerhard Paass |
| 1996 | PPSN | Erroneous Truncation Selection - A Breeder's Decision Making Perspective. | Hans-Michael Voigt, Heinz Mhlenbein |
| 1994 | ICEC | Synthesis of Sigma-Pi Neural Networks by the Breeder Genetic Programming. | Byoung-Tak Zhang, Heinz Mhlenbein |
| 1994 | PPSN | On the Mean Convergence Time of Evolutionary Algorithms without Selection and Mutation. | Hideki Asoh, Heinz Mhlenbein |
| 1994 | PPSN | Estimating the Heritability by Decomposing the Genetic Variance. | Hideki Asoh, Heinz Mhlenbein |
| 1994 | PPSN | Strategy Adaption by Competing Subpopulations. | Dirk Schlierkamp-Voosen, Heinz Mhlenbein |
| 1992 | PPSN | How Genetic Algorithms Really Work: Mutation and Hillclimbing. | Heinz Mhlenbein |
| 1990 | FOGA | Evolution in Time and Space - The Parallel Genetic Algorithm. | Heinz Mhlenbein |
| 1990 | PPSN | Partitioning a Graph with a Parallel Genetic Algorithm. | Gregor von Laszewski, Heinz Mhlenbein |
| 1987 | ICS | Design and Rationale for MUPPET: A Programming Environment for Message Based Multiprocessors. | Heinz Mhlenbein, Ottmar Krmer, F. Limburger, Monika Mevenkamp, Siegfried Streitz |
| 1985 | ICPP | Concurrent Mulitgrid Methods in an Object-Oriented Environment: A Case Study. | Heinz Mhlenbein, S. Warhaut |