Journal of Applied Science, Technology & Humanities
Vol. 2 No. 4 (2025): September 2025

Application of Fuzzy Logic in Tempe Production Using the Tsukamoto Algorithm

Daffa Zulqisthi (IPB University)
Muhammad Faiz Assariy (IPB University)
Mrr Lukie Trianawati (IPB University)
Syafira Aristawidya (IPB University)
Chandradewi Ekaputri (IPB University)
Hafizhah Nur Humairah (IPB University)
Gita Aisy Affatunnisa (IPB University)
Aliya Fidella (IPB University)
Muhammad Ghifari Fazan Putra (IPB University)
Chika Hayya Sabillah (IPB University)



Article Info

Publish Date
21 Sep 2025

Abstract

Fuzzy logic is widely used in various fields to formalize human behavior by considering inaccurate or partial reasoning. This study implements the Tsukamoto fuzzy logic method to analyze tempe production based on demand and inventory data. The research utilizes library research methods and data analysis using MATLAB (Matrix Laboratory). The Tsukamoto method was chosen for its high tolerance for data and flexibility. The system uses two input variables: demand and inventory, with output being production quantity. The fuzzy sets for demand are categorized as "Decrease" and "Increase" with a domain of [1000; 2000], inventory as "Few" and "Many" with a domain of [100; 600], and production as "Decrease" and "Increase" with a domain of [1520; 2100]. Using four fuzzy rules and the defuzzification process, the system can predict optimal production quantities. For example, with a demand of 1500 and inventory of 400, the system calculates a production quantity of 1823 units. This implementation demonstrates the effectiveness of the Tsukamoto method in automating production decisions based on demand and inventory variables.

Copyrights © 2025






Journal Info

Abbrev

batrisya

Publisher

Subject

Humanities Computer Science & IT Control & Systems Engineering Economics, Econometrics & Finance Social Sciences

Description

Journal of Applied Science, Technology & Humanities is published by Batrisya Education. Published five times a year, in January, March, June, September, November and already have a registration number ISSN 3032-5765, DOI: https://doi.org/10.62535/jasth. Journal of Applied Science, Technology & ...