Lecture materials at VŠB-TU
All codes are written in Matlab R2014a
Introduction to the topic of the artificial intelligence.
Implementation of expert systems
Shortest path algorithm called British museum.
Shortest path algorithms BFS and DFS.
Iteration of value in gridword – shortest path algorithm with goals.
Probability driven model of grid word movement.
Search of local maximum based on hill climbing.
Evolutionary algorithm to search local maximum.
Evolutionary algorithm to search function approximation for given dataset.
Implementation of K-means clustering.
Simple neural networks to recognize animals based on features.
Convolutional Neural Networks