Computational Intelligence

Major research interests

• Computational Intelligence: Multi-Objective Optimization, Decision-Making, Swarm Intelligence Algorithms
• Autonomous Systems (Time Critical Decision-Making, Collective Autonomous Decision-Making)
• Engineering of Intelligent Systems such as Swarm Robotics Systems, Intelligent Agents in Unknown Dynamic Environments, Decision-Making Agents in Robotics and Games
• Applications in Science and Industry such as Route Planning and Navigation, Robotic Search and Navigation, Automotive, 6G networks, Industrial Production Systems, IoT, Agriculture and Precision Farming, Chemical Engineering, and Health

 

Possible research projects (not exhaustive)

• Smart flow-based particle sorting of complex waste mixtures
  (Collaboration partners: Prof. van Wachem, apl. Prof. Janiga, Prof. Richter, Prof. Benner)
• Uncertain multi-objective mixed-integer nonlinear optimization
  (Collaboration partners: Prof. Sager, Prof. Sundmacher)
• Efficient simulation of particle-laden flows
  (Collaboration partners: Prof. Richter, Prof. Benner, Prof. van Wachem)
• Learning hybrid models from data
  (Collaboration partners: Prof. Sager, Prof. Benner, Dr. Nüske, Prof. Sundmacher)