Heinz Mühlenbein
Heinz Mühlenbein publishes mostly in Artificial Intelligence, Computer Networks and Communications and Statistics and Probability, on topics such as Evolutionary Algorithms and Applications, Metaheuristic Optimization Algorithms Research and Bayesian Methods and Mixture Models.
- World rank
- #147,713 of 1,633,909 ranked researchers
- Rank in Germany
- #9,134 of 86,443
- Works
- 30
- Citations
- 352
- Citations per work
- 11.7
What does Heinz Mühlenbein research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence42% of their works
- 2Computer Networks and Communications10% of their works
- 3Statistics and Probability10% of their works
- 4Computational Theory and Mathematics8% of their works
- 5Genetics6% of their works
- 6Electrical and Electronic Engineering4% of their works
Research topics
- Evolutionary Algorithms and Applications
- Metaheuristic Optimization Algorithms Research
- Bayesian Methods and Mixture Models
- Advanced Multi-Objective Optimization Algorithms
- Neural Networks and Applications
- Bayesian Modeling and Causal Inference
- Statistical Methods and Inference
- Animal Behavior and Reproduction
Which keywords describe Heinz Mühlenbein's research?
The keywords of their largest research topics: Evolutionary Algorithms, Multiobjective Optimization, Genetic Programming, Machine Learning, Particle Swarm Optimization, Ant Colony Optimization, Differential Evolution and Clustering.
- Natural Selection
- Self-Organizing Maps
- Neural Networks
- Bayesian Networks
- Mixture Models
- Clustering
- Ant Colony Optimization
- Machine Learning
- Multiobjective Optimization
- Evolutionary Algorithms
- Genetic Programming
- Particle Swarm Optimization
- Differential Evolution
- Genetic Algorithm
- Surrogate Modeling
- Causal Inference
- Regularization
- Variable Selection
- Phenotypic Plasticity
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 19 words, with their numbers
- Evolutionary Algorithms163 topics
- Multiobjective Optimization112 topics
- Genetic Programming81 topic
- Machine Learning81 topic
- Particle Swarm Optimization82 topics
- Ant Colony Optimization51 topic
- Differential Evolution51 topic
- Clustering31 topic
- Genetic Algorithm31 topic
- Mixture Models31 topic
- Surrogate Modeling31 topic
- Bayesian Networks21 topic
- Causal Inference21 topic
- Neural Networks21 topic
- Regularization21 topic
- Self-Organizing Maps21 topic
- Variable Selection21 topic
- Natural Selection11 topic
- Phenotypic Plasticity11 topic
Where does Heinz Mühlenbein work?
Heinz Mühlenbein's main affiliation in the publication record is Gesellschaft Fur Mathematik Und Datenverarbeitung, Germany.
How many publications and citations does Heinz Mühlenbein have?
Science Explorer counts 30 works and 352 citations for Heinz Mühlenbein, ranking #147,713 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.