Mobilna aplikacija za optimizaciju treninga snage

undergraduate thesis

• Title (english): Mobile Application for Optimization of Power Trainings
• Author: Patrik Mesec
• Mentor: Alan Jović (mentor)
• Committee member: Alan Jović (predsjednik povjerenstva)
• Committee member: Nikolina Frid (član povjerenstva)
• Committee member: Igor Stančin (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2020-07-07, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

Glavni cilj rada bio je izrada mobilne aplikacije za optimizaciju treninga snage. Aplikacija je izrađena za operacijski sustav Android u programskom jeziku Java. Glavna komponenta aplikacije je model koji stvara novi trening na temelju prošlih treninga i trenutnih vanjskih varijabli: sna, raspoloženja, unosa hrane i oporavka mišića. U izradi modela korištene su sljedeće komponente: auto-regresijski model ARIMA, optimizacijski algoritam metoda kazne i ekspertna pravila iz domene treninga snage. Ostale funkcionalnosti aplikacije su: statistički prikaz prošlih treninga, unos prošlih treninga iz vanjske datoteke u zadanom formatu, uređivanje i dodavanje vježbi, uređivanje i dodavanje skupa vježbi (programa) i uređivanje novog treninga. Aplikacija nudi mogućnost zapisa novog treninga bez prijedloga novog treninga.

Abstract (english)

The main goal of this thesis was to develop a mobile application for optimizing strength training. The application is designed for the Android operating system using Java programming language. The main component of the application is a model that creates a new workout based on past workouts and current external variables: sleep, mood, food intake and muscle recovery. The following components were used in the development of the model: autoregressive ARIMA model, the penalty method optimization algorithm and expert rules in the field of strength training. Other functionalities of the application are: statistical display of past trainings, entry of past trainings from an external file in the given format, editing and adding exercises, editing and adding a set of exercises (programs) and editing a new training. The application offers the possibility of recording a new training without proposing a new training.

• Keywords: optimizacija treninga snage; model ARIMA; metoda kazne; ekspertna pravila treninga snage
• Keywords (english): strength training optimization; ARIMA model; penalty method; strength training expert rules
• Language: croatian
• URN:NBN: urn:nbn:hr:168:784883
• Study programme: Title: Computing; Study programme type: university; Study level: undergraduate; Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2023-01-14 09:31:49