Intelligent Systems and Decision Support Systems

Notes:

Data, information, knowledge, wisdom. Information and decision-making.
Knowledge-based systems. Knowledge acquisition, representation (rules, frames, cases, uncertainty). Ontologies. Knowledge extraction.
Evolutionary algorithms. Genetic algorithms, evolutionary strategies, genetic programming. Operators and applications.
Intelligent agents. Agent types and categories. Multi-agent systems, communication, swarm intelligence.
Machine learning. Supervised, unsupervised, semi-supervised and reinforcement learning. Deep learning.
Learning models. Decision trees, random forests, neural networks, support vector machines.
Decision Support Systems. Decision theory, DSS architectures, structured modeling, simulation, OLAP, spatial DSS, group decision systems.