NPOO.C3.2.R3-I1.05.0073

---

Projekt AutoEvolve usmjeren je na razvoj sustava za automatizirano evoluiranje softvera, temeljenog na AI modelima i strojnome učenju. Cilj je omogućiti samostalnu prilagodbu i optimizaciju softvera u realnom vremenu, bez potrebe za ručnim intervencijama.

Projekt se temelji na:

• Praćenju korisničkih interakcija i analizi ponašanja korisnika.
• Generiranju i evoluciji kôda pomoću AI modela.
• Automatskom testiranju i validaciji.

Za demonstraciju funkcionalnosti, projekt koristi igru Snake. Kroz ovu igru, sustav prikuplja podatke o igračima, analizira njihov stil igranja i generira razine prilagođene pojedinom igraču. Ovaj pristup omogućuje testiranje AI modela u dinamičkom okruženju te validaciju prilagodljivosti i učinkovitosti razvijenog sustava. Očekivani doprinos projekta je razvoj inteligentnih, samoevoluirajućih softverskih sustava koji će poboljšati efikasnost, sigurnost i prilagodljivost softvera u raznim industrijama.

AutoEvolve - Automated software evolution

NPOO.C3.2.R3-I1.05.0073

---

The AutoEvolve project focuses on developing a system for automated software evolution, based on AI models and machine learning. The goal is to enable independent adaptation and optimization of software in real-time, without the need for manual interventions.

The project is based on:

• Tracking user interactions and analyzing user behavior.
• Generating and evolving code using AI models.
• Automated testing and validation.

To demonstrate functionality, the project uses the Snake game. Through this game, the system collects player data, analyzes their playing style, and generates levels tailored to each player. This approach allows for testing AI models in a dynamic environment and validating the adaptability and efficiency of the developed system. The expected contribution of the project is the development of intelligent, self-evolving software systems that will enhance the efficiency, security, and adaptability of software across various industries.