Type of studies | Title |
---|---|
Master Academic Studies | Production Engineering (Year: 1, Semester: Winter) |
Category | Theoretical-methodological |
Scientific or art field | Processes for Material Removal Processing |
ECTS | 6 |
Acquiring knowledge in the field of artificial intelligence and justifiability of their application in processing by material removal.
Acquired knowledge should enable scientific and professional neural network, experimental systems, fuzzy logic and evolutionary computing in processing by material removal.
Basic considerations: introduction, classification, concepts and definitions. Structure of problem solving based on artificial intelligence: problem presentation, knowledge base, method and search program, problem solving. Areas of application of artificial intelligence. Neural networks: definitions, possibilities and scope of application, division, model and architecture of neural networks, portable functions, laws and types of training, realization of concrete production neural networks. Expert systems: concept, significance and scope of application, concept of expert system, application of expert system in materials processing processes. Phase logic: basic concepts and application possibilities, information flows in the system stage, phase input, phase of rules, aggregation and deflection of outputs, concrete realization. Genetic algorithms and genetic programming: concept, concept, significance and domain of concrete application.
Lectures are realized in the form of lectures, computer and graphical practical classes. During lectures theoretical part is presented with appropriate practical examples. During practical classes exercises are performed as well as appropriate projects and seminar papers. Apart from that regular consultations are held for the purpose of clarification of subject content and help elaboration of projects and seminar papers. Final mark is formed on the basis of class attendance, partial examination results and oral part.
Authors | Title | Year | Publisher | Language |
---|---|---|---|---|
2018 | English | |||
1985 | English | |||
2008 | English |
Course activity | Pre-examination | Obligations | Number of points |
---|---|---|---|
Lecture attendance | Yes | Yes | 2.50 |
Oral part of the exam | No | Yes | 30.00 |
Exercise attendance | Yes | Yes | 2.50 |
Project task | Yes | Yes | 5.00 |
Written part of the exam - tasks and theory | No | Yes | 40.00 |
Term paper | Yes | Yes | 20.00 |
Full Professor
Assistant Professor
Assistant Professor
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