DM812 – Metaheuristics

Metaheuristics for Combinatorial Optimization

  • Simulated Annealing

  • Scatter Search and Path Relinking

  • Genetic Algorithms

  • Ant Colony Optimization

  • Estimation Distribution Algorithm

  • Cross Entropy

Metaheursitics for Continuous Optimization

  • Nelder Mead and Quasi-Monte Carlo methods

  • Particle Swarm Optimization

  • Differential Evolution

  • Neural Networks

Combinatorial Problems

  • capacited p-median

  • capacited cluster

  • sequence alignment

Experimental Analysis and Tuning

  • Statistical tests

  • Racing methods