magistrsko delo magistrskega študijskega programa II. stopnje Strojništvo
Sergej Varljen (Author), Primož Podržaj (Mentor)

Abstract

V magistrski nalogi je obravnavan koncept deljene proizvodnje in problematika odločanja avtonomnih proizvodnih enot, ki jo lahko v jedru definiramo kot variacijo matematičnega problema tajnice. Hipoteza, da je proces odločanja avtonomnih proizvodnih enot možno delegirati na umetno inteligenco, je preverjena s pomočjo simulacij igre deljenih skladišč, ki predstavlja poenostavljen koncept deljene proizvodnje v virtualnem okolju. Rezultati nakazujejo, da je umetna inteligenca sposobna uspešno reševati kompleksne probleme na področju teorije odločanja in teorije iger.

Keywords

magistrske naloge;deljena proizvodnja;umetna inteligenca;teorija odločanja;teorija iger;delitvena ekonomija;problem tajnice;

Data

Language: Slovenian
Year of publishing:
Typology: 2.09 - Master's Thesis
Organization: UL FS - Faculty of Mechanical Engineering
Publisher: [S. Varljen]
UDC: 621.319.71:004.94:004.896(043.2)
COBISS: 192561923 Link will open in a new window
Views: 29
Downloads: 189
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Other data

Secondary language: English
Secondary title: Development of an autonomous agent for optimized profit generation in a simulated game of shared inventories
Secondary abstract: This master's thesis discusses the concept of shared manufacturing and the decision-making problem of autonomous production units, which can in essence be defined as a variation of the secretary problem. The hypothesis that the decision-making process of autonomous production units can be delegated to artificial intelligence is verified by running simulations of a game of shared warehouses, which represents a simplified concept of shared manufacturing in a virtual environment. The results show that artificial intelligence is capable of successfully solving problems in the field of decision theory and game theory.
Secondary keywords: master thesis;shared manufacturing;artificial intelligence;decision theory;game theory;shared economy;secretary problem;
Type (COBISS): Master's thesis/paper
Study programme: 0
Embargo end date (OpenAIRE): 1970-01-01
Thesis comment: Univ. Ljubljana, Fak. za strojništvo
Pages: XX, 56, [2] str.
ID: 23281759
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