Studia doktoranckie

What is computational intelligence (CI)?

Quite interesting definition: "The art of creating machines that perform functions that require intelligence when performed by people” (Kurzweil, 1990)".

How to check (measure) the intelligence? E.g.: Turing Test

Required CI features:

• ability to learn and self adaptation to changing conditions;
• acceptance of incomplete and inconsistent data;
• creativity (eg. developing rules or conclusions).

Has the Turing test been passed? Read this: 

We will focus on the "weak" CI (or Artificial Intelligence) attitude, i.e: 

"creating machines (algorithms) that show only a narrow aspect of intelligence  (playing chess, recognizing images, creating textual summaries etc.)".

Main topics of the course:

• Searching and search methods;
• Genetic and Evolutionary Algorithms;
• Artificial Neural Networks (including convolutional NNs);
• Fuzzy sets and fuzzy systems;
• Computational Swarm Intelligence