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Research interests

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 I have published some papers in these areas, but a lot of work is already implemented and still unpublished.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

Metaheuristics

  • Differential Evolution
  • Particle Swarm
  • Genetic Algorithms

Foundations and applications of evolutionary algorithms

  • Combinatorial optimization problems
  • Constrained optimization problems
  • GPU Implementation of Evolutionary Algorithms

Foundations and applications of neural networks

  • Regression
  • Classification
  • Deep Learning

Automatic Programming

  • Genetic Programming
  • Gene-expression Programming
  • Multi-expression Programming
  • Others

Evolvable Machines

  • Evolution of Locomotion Strategies for Robots
  • Evolution of Morphologies for Robots
  • Evolvable Hardware

Artificial Intelligence for Games

  • Starcraft
  • Robocup 2d
  • AISandbox
  • Robocode
  • Torcs
  • Destruction Derby
  • Super Mario

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)