Analiza tržišta i razvoj sustava za autonomno trgovanje kriptovalutama

master's thesis

• Title (english): Market analysis and system development for autonomous cryptocurrency trading
• Author: Jure Salamunić
• Mentor: Hrvoje Hegeduš (mentor)
• Committee member: Hrvoje Hegeduš (predsjednik povjerenstva)
• Committee member: Petar Mostarac (član povjerenstva)
• Committee member: Alan Šala (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2023-07-06, Croatia

Abstract

U našem istraživanju detaljno smo analizirali tržište kriptovaluta i razvili sustav za automatizirano trgovanje. Proučavali smo tehničke indikatore poput Moving Average, RSI, i Bollinger Bands kako bismo identificirali uzorke i trendove na tržištu. Kroz konstantno kreiranje algoritama, testiranje i optimizaciju, uspjeli smo razviti dva zanimljiva algoritma. Jedan se ističe po većoj profitabilnosti, dok drugi pokazuje manje gubitke. Zaključak je da je postignuta značajna profitabilnost na tržištu kriptovaluta, ali je važno konstantno pratiti i prilagođavati strategije kako bismo smanjili rizike i ostvarili stabilne rezultate. Automatizirano trgovanje temeljeno na analizi tržišta i kombinaciji indikatora može pružiti prednost u postizanju uspješnih trgovačkih rezultata na tržištu kriptovaluta.

Abstract (english)

In our research, we thoroughly analyzed the cryptocurrency market and developed a trading system. We studied technical indicators such as Moving Average, RSI, and Bollinger Bands to identify patterns and trends in the market. Through continuous algorithm creation, testing, and optimization, we successfully developed two interesting algorithms. One stands out for its higher profitability, while the other shows smaller losses. The conclusion is that significant profitability has been achieved in the cryptocurrency market, but it is important to constantly monitor and adjust strategies to reduce risks and achieve stable results. Automated trading based on market analysis and a combination of indicators can provide an advantage in achieving successful trading results in the cryptocurrency market.

• Keywords: Analiza tržišta; Razvoj sustava; Autonomno trgovanje; Kriptovalute
• Keywords (english): Market analysis; System development; Autonomous trading; Cryptocurrencies
• Language: croatian
• URN:NBN: urn:nbn:hr:168:242952
• Study programme: Title: Computing; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2024-03-28 07:53:54