title: ÐÐµÑÐ¾Ð´Ñ ÑÐ»ÑÑÐ°Ð¹Ð½Ð¾Ð¹ Ð³ÐµÐ½ÐµÑÐ°ÑÐ¸Ð¸ ÑÑÐ¾Ð²Ð½ÐµÐ¹ Ð² Ð¸Ð³ÑÐ¾Ð²ÑÑ Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸ÑÑ
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð±Ð°ÐºÐ°Ð»Ð°Ð²ÑÐ°
titleType: Subtitle
title: Methods of random level generation in game applications
Creators: name: ÐÐ°ÑÐ¸Ð»ÑÐµÐ², ÐÐ½Ð´ÑÐµÐ¹
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2025
Subjects: Ð³ÐµÐ½ÐµÑÐ°ÑÐ¸Ñ ÑÑÐ¾Ð²Ð½ÐµÐ¹
Ð¿ÑÐ¾ÑÐµÐ´ÑÑÐ½Ð°Ñ Ð³ÐµÐ½ÐµÑÐ°ÑÐ¸Ñ
Ð¸Ð³ÑÐ¾Ð²Ð°Ñ ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ°
ÐºÐ»ÐµÑÐ¾ÑÐ½ÑÐ¹ Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼
ÑÐ¸Ð¼Ð¿Ð»ÐµÐºÑÐ½ÑÐ¹ ÑÑÐ¼
ÑÑÐ¼ Ð¿ÐµÑÐ»Ð¸Ð½Ð°
level generation
procedural generation
game development
cellular algorithm
simplex noise
perlin noise

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description: This work is devoted to the study of algorithms and methods of procedural level generation in game applications and the development of a solution for implementation in an existing game application. The goal of this work is to develop and implement a procedural level generation system into a gaming application. The research sets the following goals: 1) Conduct an analysis of existing methods and algorithms for procedural level generation. 2) Conduct a comparison of existing game engines and select the most suitable option. 3) Study the capabilities of the selected game engine and the programming language used in it for implementing procedural generation. 4) Implement a level generation method suitable for the selected game genre. 5) Test the level generator within the game. 6) Evaluate the quality and performance of the proposed solution. Procedural level generation systems were developed and implemented in the existing game application, using the Godot Engine game engine. An analysis of existing procedural generation methods was also conducted, their advantages and disadvantages and typical conditions of use were determined, two level generation systems were designed and implemented, which were subsequently successfully implemented in the game application. After that, these systems were tested, a comparative analysis was conducted and the features of working with them were determined. Based on the research, it was concluded that the procedural generation system is a flexible and effective tool in the hands of the developer, which can be freely improved, complicated and changed to suit the necessary tasks.