IE301501 Knowledge based systems

Programming. IR101201 Mathemetic methods

Knowledge based systems is the theory of goal oriented systems. The student will at the end course be able to model and simulate knowledge based systems.

Topic modules:
1. General systems theory: Model of system architecture, dynamics, ethics and learning.
2. Simulation: Numerical solution of differential equations. 2D and 3D simulations.
3. Knowledge theory: Knowledge paradigms. Knowledge management.
4. Fuzzy logic: Concepts of fuzzy logic. Fuzzy models. Fuzzy desition theory.
5. Neural Network: Neural network consepts. Network training. Neural network estimators.
6. Artificial intelligence: AI concepts. AI desition network. AI state machine. AI symbol management.
7. Artificial life: Boids. Individual midel for fish and birds. Flock. Groups of ships and cars.

Intensive lectures. 7 exercises and 1 project.Open learning on Internet.

Handed in 4 exercises

1. Theory: 3 hour examination (50%)
2. Praxis: Evaluation of project (50%)