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Title:
Spletna aplikacija za testiranje stohastičnih algoritmov : diplomsko delo
Authors:
ID
Podrekar, Tadej
(Author)
ID
Bošković, Borko
(Mentor)
More about this mentor...
ID
Brest, Janez
(Comentor)
Files:
UN_Podrekar_Tadej_2021.pdf
(1,32 MB)
MD5: C5BA76B5373FC4F73372D94133168BE8
PID:
20.500.12556/dkum/bba7ec89-ee5e-4799-a20e-095bc7f4dc90
Language:
Slovenian
Work type:
Bachelor thesis/paper
Typology:
2.11 - Undergraduate Thesis
Organization:
FERI - Faculty of Electrical Engineering and Computer Science
Abstract:
V diplomski nalogi smo implementirali spletno aplikacijo za testiranje stohastičnih algoritmov. Stohastični algoritmi za optimizacijo potrebujejo veliko zagonov algoritma in procesorske moči, da najdejo dobro rešitev. Da zmanjšamo čas zagonov algoritmov lahko uporabimo princip porazdeljenega računanja. S tem omogočimo zaganjanje algoritma več uporabnikom, ki sodelujejo pri iskanju rešitve tako, da darujejo svojo procesorsko moč. Takšen sistem vsebuje spletno aplikacijo, aplikacijski vmesnik in podatkovno bazo. Spletna aplikacija omogoča administratorju nalaganje algoritmov in problemov ter ostalim uporabnikom sodelovanje pri reševanju problema. Naloga aplikacijskega vmesnika je procesiranje zahtev, ki jih uporabniki izvajajo na spletni strani in komunikacija s podatkovno bazo. Podatkovna baza nam omogoča shranjevanje rezultatov zagonov, ki so jih opravili uporabniki spletne aplikacije. Na osnovi teh podatkov smo omogočili primerjavo učinkovitosti algoritmov. S pomočjo spletne aplikacije smo omogočili porazdeljeno testiranje stohastičnih algoritmov.
Keywords:
stohastični algoritmi
,
spletna aplikacija
,
testiranje
Place of publishing:
Maribor
Place of performance:
Maribor
Publisher:
[T. Podrekar]
Year of publishing:
2021
Number of pages:
VIII, 37 str.
PID:
20.500.12556/DKUM-80459
UDC:
004.421.5(043.2)
COBISS.SI-ID:
96310275
Publication date in DKUM:
18.10.2021
Views:
973
Downloads:
144
Metadata:
Categories:
KTFMB - FERI
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:
PODREKAR, Tadej, 2021,
Spletna aplikacija za testiranje stohastičnih algoritmov : diplomsko delo
[online]. Bachelor’s thesis. Maribor : T. Podrekar. [Accessed 26 April 2025]. Retrieved from: https://dk.um.si/IzpisGradiva.php?lang=eng&id=80459
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Licences
License:
CC BY-NC-ND 4.0, Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
Link:
http://creativecommons.org/licenses/by-nc-nd/4.0/
Description:
The most restrictive Creative Commons license. This only allows people to download and share the work for no commercial gain and for no other purposes.
Licensing start date:
14.09.2021
Secondary language
Language:
English
Title:
A web application for stochastic algorithms testing
Abstract:
In this bachelor’s thesis, we implemented a web application for stochastic algorithm testing. Stochastic algorithms require multiple runs of the algorithm to find a good solution to a given problem. To lower the time needed for algorithm testing, we can use the principle of distributed computing. We can enable users to volunteer their processing power in the form of runs of the algorithm. A system like this is formed from three parts: the web page, the application programming interface, and the database. The web application allows the administrator to upload algorithms and problems for the community to solve. The application programming interface's job is the processing of requests and communication with the database. The database allows us to store algorithm-run results that were made by the users. Using these results, we can compare algorithm efficiency. With the use of distributed computing, we achieved lower solve times limited only by the number of participants. The web application enables distributed stochastic algorithm testing.
Keywords:
stochastic algorithms
,
web application
,
testing
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