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Title:Uporaba umetne inteligence za reševanje zahtevnih inženirskih problemov
Authors:ID Šikovec, Simon (Author)
ID Brezočnik, Miran (Mentor) More about this mentor... New window
ID Klančnik, Simon (Comentor)
Files:.pdf VS_Sikovec_Simon_2013.pdf (1,81 MB)
MD5: D1BB22CFA06E58E6CBC20F629A173A29
 
Language:Slovenian
Work type:Undergraduate thesis
Typology:2.11 - Undergraduate Thesis
Organization:FS - Faculty of Mechanical Engineering
Abstract:diplomsko delo opisuje različne metode umetne inteligence in njihovo uporabo v inženirstvu. V uvodnem delu je razčlenitev umetne inteligence in splošen opis, ki mu sledi nekaj primerov. S primeri, kot sta na primer optimizacija obdelovalnih parametrov in napovedovanje oziroma obnašanje sistema v prihodnosti, želimo pokazati, da je uporaba umetne inteligence učinkovit pristop za reševanje inženirskih problemov. Na koncu obeh primerov prikažemo, da je uporaba metod umetne inteligence učinkovita, saj je robustna, zmogljiva in za inženirske potrebe dovolj natančna. Danes vse bolj stremimo k čim večji avtomatizaciji in načrtovanju proizvodnih sistemov, ki nam dajejo najboljše rezultate. Uporaba umetne inteligence je velikokrat skoraj nujna, saj do neke mere nadomesti navzočnost človeka v proizvodnih sistemih.
Keywords:Ključne besede: umetna inteligenca, nevronske mreže, genetski algoritmi, skupinska inteligenca, mehka logika, algoritem kolonije mravelj.
Place of publishing:Maribor
Publisher:[S. Šikovec]
Year of publishing:2013
PID:20.500.12556/DKUM-42066 New window
UDC:004.896:62(043.2)
COBISS.SI-ID:17600790 New window
NUK URN:URN:SI:UM:DK:RNJB0WUH
Publication date in DKUM:26.11.2013
Views:3440
Downloads:519
Metadata:XML DC-XML DC-RDF
Categories:KTFMB - FS
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Secondary language

Language:English
Title:Use of artificial intelligence for solving demanding engineering problems
Abstract:the Diploma thesis describes different artificial intelligence methods and their use in engineering. The introductory part presents the analysis of artificial intelligence and a general description, which is followed by some specific examples. With examples such as, for instance, optimisation of processing parameters and prediction, or behaviour of the system in the future, we want to show that the use of artificial intelligence is an effective approach to solving engineering problems. In the end of both examples we show that the use of artificial intelligence methods is effective, because it is robust, high-performing, and accurate enough to meet the engineering needs. Nowadays, we increasingly strive to increase the automation and planning of production systems that provide better results. The use of artificial intelligence is often almost necessary, as it replaces, to some extent, the presence of people in production systems.
Keywords:Keywords: artificial intelligence, neural networks, genetic algorithms, collective intelligence, fuzzy logic, ant colony algorithm.


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