Implementasi Drop Rate Item menggunakan Algoritma Weighted Random Sampling dalam Game Action Platformer

Zada Maulana; Mutaqin Akbar

doi:10.53697/jkomitek.v5i1.2712

Authors

Zada Alfath Maulana Universitas Mercu Buana Yogyakarta
Mutaqin Akbar Universitas Mercu Buana Yogyakarta

DOI:

https://doi.org/10.53697/jkomitek.v5i1.2712

Keywords:

Weighted Random Sampling, Drop Rate, Game Platformer, Godot Engine, Distribusi Item

Abstract

Penelitian ini berfokus pada penerapan algoritma Weighted Random Sampling untuk sistem drop rate item dalam game action platformer berbasis Godot Engine. Tujuan utama penelitian adalah menciptakan distribusi hadiah yang lebih adil dan terkendali, sehingga memperbaiki kelemahan metode acak seragam. Algoritma Weighted Random Sampling memberikan bobot berbeda untuk setiap jenis item — common, rare, dan epic — sehingga peluang kemunculannya sesuai kelangkaan yang diinginkan. Metode pengembangan meliputi studi literatur, perancangan, implementasi dalam GDScript, dan pengujian secara visual dan fungsional. Hasil pengujian menunjukkan bahwa distribusi drop item mendekati rasio teoritis dan mampu memberikan pengalaman bermain yang lebih memuaskan. Dengan begitu, sistem ini terbukti efektif dan efisien untuk digunakan dalam game berbasis Godot Engine.

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