- author = "Pavel Kodytek",
- title = "Automatizace tvorby programu v prostredi LabVIEW pomoci genetickych algoritmu s vyuzitim prvku umele inteligence",
- title_en = "Automating the creation of programs in the LabVIEW environment using genetic algorithms with the use of artificial intelligence elements",
- school = "Department of Cybernetics and Biomedical Engineering, VSB-Technical University of Ostrava",
- year = "2023",
- type = "Disertacni prace",
- address = "Ostrava, Czech Republic",
- month = "5 " # may,
- keywords = "genetic algorithms, genetic programming, LabVIEW, Evolutionary algorithms",
-
URL = "
http://hdl.handle.net/10084/151502",
-
URL = "https://dspace.vsb.cz/server/api/core/bitstreams/57c9eb65-bd1c-4e46-a87a-973a7606e0c7/content",
-
URL = "https://theses.cz/id/us091i/",
- size = "84 pages",
-
abstract = "This dissertation deals with the issue of automatic
code generation, based on user-defined requirements.
The aim was to use artificial intelligence algorithms,
specifically evolutionary algorithms, to automatically
create parts of programs so that the outputs of the
created algorithm fully correspond to the requirements
of the user, who does not need to have any basic
programming knowledge in this case.
In the theoretical part, the basic assumptions and principles of finding optimal solutions using genetics, genetic programming and evolutionary algorithms are summarized. The principles of operation in the real world and their subsequent transfer to mathematical models and the world of information technology are contained. The work also provides a mathematical proof of the convergence of partial solutions of problems using genetic programming.
The actual automatic code generation was performed in the LabVIEW programming environment. The work therefore further deals with the main idea of the operation of this programming environment and describes why LabVIEW is a suitable tool for solving this issue.
The practical part of the work then describes the proposed concept suitable for achieving the desired results and applies the theoretical procedures mentioned.
The final part of the work is devoted to the validation of the acquired results, specifically for automatic code generation based on user-defined inputs and their desired outputs for Boolean, Numeric and String system variables. At the same time, this issue is extended to their mutual combinations and cycles. The resulting part of the work is devoted to the results when generating sequences.",
- notes = "in checz",
