Statement of research interests
Wolfgang Banzhaf
I have been recently working in collaboration with my students, research
associates and colleagues on a couple of different approaches, mainly in
the area of evolutionary computation. Below is a list of topics which interest
me:
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Genetic Programming, mostly using Linear Genomes
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Genotype-Phenotype mapping methods
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Developmental approaches to GP
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Theoretical issues: Introns, complexity
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Applications of Genetic Programming
- Function regression, model building
- Data classification, Pattern recognition
- Data compression (sound, still and moving images)
- Control (robotics, processes)
- Biological Applications
- Time Series (financial and otherwise)
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Evolvable Machines
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Evolution of Locomotion Strategies for Robots
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Evolution of Morphologies for Robots
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Evolvable Hardware
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Foundations and applications of evolutionary algorithms
- Interactive evolution (user-in-the-loop approaches)
- Co-evolution
- Combinatorial optimization problems
- GPU Implementation of Evolutionary Algorithms
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Artificial Life, Complex Systems, Self-organization
- Artificial Chemistries
- Origin-of-Life models
- Self-organisation in mathematical (binary, real-valued) systems
- Self-organisation in computational systems
- Self-organisation in physical, chemical and biological systems
- Models of Economic and Social Systems
- Bioinformatics
- Genetic Regulation
- Network Analysis
- Gene array data classification
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Computation
Wolfgang Banzhaf
Last updated: OCT 24, 2009