I have been studying and working in various areas. I have published some papers in these areas, but a lot of work is already implemented and still unpublished. If you want to collaborate, send me an e-mail. Below is a list of topics which interest me, but I have worked with just a few of them:
Computation
- Bio-inspired Computing
- Neuro-computation
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Metaheuristics
- Differential Evolution
- Particle Swarm
- Genetic Algorithms
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Foundations and applications of evolutionary algorithms
- Combinatorial optimization problems
- Constrained optimization problems
- GPU Implementation of Evolutionary Algorithms
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Foundations and applications of neural networks
- Regression
- Classification
- Deep Learning
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Automatic Programming
- Genetic Programming
- Gene-expression Programming
- Multi-expression Programming
- Others
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Evolvable Machines
- Evolution of Locomotion Strategies for Robots
- Evolution of Morphologies for Robots
- Evolvable Hardware
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Artificial Intelligence for Games
- Starcraft
- Robocup 2d
- AISandbox
- Robocode
- Torcs
- Destruction Derby
- Super Mario
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Applications of Machine Learning and Automatic Programming
- Function regression, model building
- Data classification, Pattern recognition
- Clustering
- Natural Language Processing
- Control (robotics, processes)
- Biological Applications
- Time Series (financial and otherwise)
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