Heinz Mühlenbein

Heinz Mühlenbein, Lyudmila Zinchenko, Victor Kureichik, Thilo Mahnig: Effective mutation rate for probabilistic evolutionary design of analogue electrical circuits. Appl. Soft Comput. 7(3): 1012-1018 (2007)

Sanghamitra Bandyopadhyay, Santanu Santra, Ujjwal Maulik, Heinz Mühlenbein: In Silico Design of Ligands Using Properties of Target Active Sites. Analysis of Biological Data: A Soft Computing Approach 2007: 183-201

Heinz Mühlenbein, Robin Höns: The Factorized Distribution Algorithm and the Minimum Relative Entropy Principle. Theory of Evolutionary Algorithms 2006

Heinz Mühlenbein, Robin Höns: The Factorized Distribution Algorithm and the Minimum Relative Entropy Principle. Scalable Optimization via Probabilistic Modeling 2006: 11-37

Heinz Mühlenbein, Robin Höns: The Estimation of Distributions and the Minimum Relative Entropy Principle. Evolutionary Computation 13(1): 1-27 (2005)

Heinz Mühlenbein, Robin Höns: Approximate factorizations of distributions and the minimum relative entropy principle. GECCO Workshops 2005: 199-211

Heinz Mühlenbein, Thomas Aus der Fünten: An Investigation of the Phase Transitions of a Family of Probabilistic Automata. Advances in Complex Systems 7(1): 93-123 (2004)

Ashish Ghosh, Heinz Mühlenbein: Univariate marginal distribution algorithms for non-stationary optimization problems. KES Journal 8(3): 129-138 (2004)

Qingfu Zhang, Heinz Mühlenbein: On the convergence of a class of estimation of distribution algorithms. IEEE Trans. Evolutionary Computation 8(2): 127-136 (2004)

Pedro Larrañaga, José Antonio Lozano, Heinz Mühlenbein: Algoritmos de Estimación de Distribuciones en Problemas de Optimización Combinatoria. Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial 7(19): 149-168 (2003)

Alberto Ochoa, Robin Höns, Marta Soto, Heinz Mühlenbein: A Maximum Entropy Approach to Sampling in EDA ? The Single Connected Case. CIARP 2003: 683-690

Lyudmila Zinchenko, Heinz Mühlenbein, Victor Kureichik, Thilo Mahnig: A Comparison of Different Circuit Representations for Evolutionary Analog Circuit Design. ICES 2003: 13-23

Heinz Mühlenbein, Thilo Mahnig: Evolutionary optimization and the estimation of search distributions with applications to graph bipartitioning. Int. J. Approx. Reasoning 31(3): 157-192 (2002)

Heinz Mühlenbein, Thilo Mahnig: Evolutionary computation and Wright's equation. Theor. Comput. Sci. 287(1): 145-165 (2002)

Heinz Mühlenbein, Robin Höns: Stochastic Analysis of Cellular Automata and the Voter Model. ACRI 2002: 92-103

Lyudmila Zinchenko, Heinz Mühlenbein, Victor Kureichik, Thilo Mahnig: Application of the Univariate Marginal Distribution Algorithm to Analog Circuit Design. Evolvable Hardware 2002: 93-101

Heinz Mühlenbein, Thilo Mahnig: Evolutionary Algorithms and the Boltzmann Distribution. FOGA 2002: 133-150

Frank Schweitzer, Laxmidhar Behera, Heinz Mühlenbein: Evolution of Cooperation in a Spatial Prisoner's Dilemma. CoRR cond-mat/0211605 (2002)

Thilo Mahnig, Heinz Mühlenbein: Optimal Mutation Rate Using Bayesian Priors for Estimation of Distribution Algorithms. SAGA 2001: 33-48

Frank Schweitzer, Jörg Zimmermann, Heinz Mühlenbein: Coordination of Decisions in a Spatial Agent Model. CoRR cond-mat/0109121 (2001)

Heinz Mühlenbein, Thilo Mahnig: Evolutionary Optimization Using Graphical Models. New Generation Comput. 18(2): 157-166 (2000)

Alberto Ochoa, Heinz Mühlenbein, Marta Soto: A Factorized Distribution Algorithm Using Single Connected Bayesian Networks. PPSN 2000: 787-796

Heinz Mühlenbein, Thilo Mahnig: FDA - A Scalable Evolutionary Algorithm for the Optimization of Additively Decomposed Functions. Evolutionary Computation 7(4): 353-376 (1999)

Heinz Mühlenbein, Thilo Mahnig, Alberto Ochoa-Rodríguez: Schemata, Distributions and Graphical Models in Evolutionary Optimization. J. Heuristics 5(2): 215-247 (1999)

Christine Crisan, Heinz Mühlenbein: The Breeder Genetic Algorithm for Frequency Assignment. PPSN 1998: 897-906

Byoung-Tak Zhang, Peter Ohm, Heinz Mühlenbein: Evolutionary Induction of Sparse Neural Trees. Evolutionary Computation 5(2): 213-236 (1997)

Heinz Mühlenbein: The Equation for Response to Selection and Its Use for Prediction. Evolutionary Computation 5(3): 303-346 (1997)

Christine Crisan, Heinz Mühlenbein: The Frequency Assignment Problem: A Look at the Performance of Evolutionary Search. Artificial Evolution 1997: 263-274

Ulrich Bartling, Heinz Mühlenbein: Optimization of Large Scale Parcel Distribution Systems by the Breeder Genetic Algorithm (BGA). ICGA 1997: 473-480

Dirk Schlierkamp-Voosen, Heinz Mühlenbein: Adaptation of Population Sizes by Competing Subpopulations. International Conference on Evolutionary Computation 1996: 330-335

Hans-Michael Voigt, Heinz Mühlenbein, Dirk Schlierkamp-Voosen: The Response to Selection Equation for Skew Fitness Distributions. International Conference on Evolutionary Computation 1996: 820-825

Heinz Mühlenbein, Gerhard Paass: From Recombination of Genes to the Estimation of Distributions I. Binary Parameters. PPSN 1996: 178-187

Heinz Mühlenbein, Jürgen Bendisch, Hans-Michael Voigt: From Recombination of Genes to the Estimation of Distributions II. Continuous Parameters. PPSN 1996: 188-197

Hans-Michael Voigt, Heinz Mühlenbein: Erroneous Truncation Selection - A Breeder's Decision Making Perspective. PPSN 1996: 276-285

Byoung-Tak Zhang, Heinz Mühlenbein: Balancing Accuracy and Parsimony in Genetic Programming. Evolutionary Computation 3(1): 17-38 (1995)

Heinz Mühlenbein: Grenzen der Künstlichen Intelligenz - ein Plädoyer für Bescheidenheit. KI 9(1): 46-51 (1995)

Heinz Mühlenbein, Dirk Schlierkamp-Voosen: Analysis of Selection, Mutation and Recombination in Genetic Algorithms. Evolution and Biocomputation 1995: 142-168

Hans-Michael Voigt, Heinz Mühlenbein, Dragan Cvetkovic: Fuzzy Recombination for the Breeder Genetic Algorithm. ICGA 1995: 104-113

Byoung-Tak Zhang, Heinz Mühlenbein: Synthesis of Sigma-Pi Neural Networks by the Breeder Genetic Programming. International Conference on Evolutionary Computation 1994: 318-323

Hideki Asoh, Heinz Mühlenbein: On the Mean Convergence Time of Evolutionary Algorithms without Selection and Mutation. PPSN 1994: 88-97

Hideki Asoh, Heinz Mühlenbein: Estimating the Heritability by Decomposing the Genetic Variance. PPSN 1994: 98-107

Dirk Schlierkamp-Voosen, Heinz Mühlenbein: Strategy Adaption by Competing Subpopulations. PPSN 1994: 199-208

Heinz Mühlenbein, Dirk Schlierkamp-Voosen: Predictive Models for the Breeder Genetic Algorithm, I: Continuous Parameter Optimization. Evolutionary Computation 1(1): 25-49 (1993)

Heinz Mühlenbein, Dirk Schlierkamp-Voosen: The Science of Breeding and Its Application to the Breeder Genetic Algorithm (BGA). Evolutionary Computation 1(4): 335-360 (1993)

Byoung-Tak Zhang, Heinz Mühlenbein: Genetic Programming of Minimal Neural Nets Using Occam's Razor. ICGA 1993: 342-351

Heinz Mühlenbein, Dirk Schlierkamp-Voosen: Optimal Interaction of Mutation and Crossover in the Breeder Genetic Algorithm. ICGA 1993: 648

Heinz Mühlenbein: How Genetic Algorithms Really Work: Mutation and Hillclimbing. PPSN 1992: 15-26

Heinz Mühlenbein, M. Schomisch, Joachim Born: The parallel genetic algorithm as function optimizer. Parallel Computing 17(6-7): 619-632 (1991)

Heinz Mühlenbein, M. Schomisch, Joachim Born: The Parallel Genetic Algorithm as Function Optimizer. ICGA 1991: 271-278

Heinz Mühlenbein: Parallel Genetic Algorithms in Optimization. Physik und Informatik 1991: 2-15

Heinz Mühlenbein: Asynchronous parallel search by the parallel genetic algorithm. SPDP 1991: 526-533

Heinz Mühlenbein: Limitations of multi-layer perceptron networks-steps towards genetic neural networks. Parallel Computing 14(3): 249-260 (1990)

Frank J. Smieja, Heinz Mühlenbein: The geometry of multi-layer perceptron solutions. Parallel Computing 14(3): 261-275 (1990)

Heinz Mühlenbein: Evolution in Time and Space-The Parallel Genetic Algorithm. FOGA 1990: 316-337

Gregor von Laszewski, Heinz Mühlenbein: Partitioning a Graph with a Parallel Genetic Algorithm. PPSN 1990: 165-169

Ottmar Krämer, Heinz Mühlenbein: Mapping strategies in message-based multiprocessor systems. Parallel Computing 9(2): 213-225 (1989)

Heinz Mühlenbein: Parallel Genetic Algorithms Population Genetics and Combinatorial Optimization. ICGA 1989: 416-421

Heinz Mühlenbein: Parallel Genetic Algorithms, Population Genetics, and Combinatorial Optimization. Parallelism, Learning, Evolution 1989: 398-406

Heinz Mühlenbein, Th. Schneider, S. Streitz: Network Programming with MUPPET. J. Parallel Distrib. Comput. 5(5): 641-653 (1988)

Heinz Mühlenbein, Martina Gorges-Schleuter, Ottmar Krämer: Evolution algorithms in combinatorial optimization. Parallel Computing 7(1): 65-85 (1988)

Heinz Mühlenbein, Ottmar Krämer, F. Limburger, Monika Mevenkamp, S. Streitz: MUPPET: a programming environment for message-based multiprocessors. Parallel Computing 8(1-3): 201-221 (1988)

Heinz Mühlenbein, Martina Gorges-Schleuter, Ottmar Krämer: New solutions to the mapping problem of parallel systems: The evolution approach. Parallel Computing 4(3): 269-279 (1987)

Heinz Mühlenbein, Ottmar Krämer, F. Limburger, Monika Mevenkamp, S. Streitz: Design and Rationale for MUPPET: A Programming Environment for Message Based Multiprocessors. ICS 1987: 172-193

Ottmar Krämer, Heinz Mühlenbein: Mapping Strategies in Message Based Multiprocessor Systems. PARLE (1) 1987: 213-225

Hans-Christian Hoppe, Heinz Mühlenbein: Parallel adaptive full-multigrid methods on message-based multiprocessors. Parallel Computing 3(4): 269-287 (1986)

Heinz Mühlenbein, F. Limburger, S. Streitz, S. Warhaut: MUPPET - A Programming Environment of Message-Based Multiprocessors. FJCC 1986: 336-343

Heinz Mühlenbein, S. Warhaut: Concurrent Mulitgrid Methods in an Object-Oriented Environment: A Case Study. ICPP 1985: 143-146

Michael Spenke, Heinz Mühlenbein, Monika Mevenkamp, Friedemann Mattern, Christian Beilken: A Language Independent Error Recovery Method for LL(1) Parsers. Softw., Pract. Exper. 14(11): 1095-1107 (1984)

Heinz Mühlenbein: TOCS: A SIMULA-Based Simulator for the Analysis of Mainframe-Oriented Distributed Systems. ECI 1981: 321-333

Heinz Mühlenbein: Modellierung des Paging-Verhaltens im Teilnehmerbetrieb. MMB 1981: 249-262

Heinz Mühlenbein: Ein Vorschlag zur Leistungsbeschreibung von Interaktiven DV-Systemen. GI-Fachgespräch über Rechenzentren 1977: 213-232