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All Journal JOURNAL OF SCIENCE AND SOCIAL RESEARCH Journal of Artificial Intelligence and Digital Business
Raya, Fathul Hady
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Computer Science & IT Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Social Sciences

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PEMODELAN EVOLUSI GENETIK MENGGUNAKAN SIMULASI KOMPUTASI Raya, Fathul Hady
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol 8, No 4 (2025): November 2025
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v8i4.4410

Abstract

Algoritma genetika (AG) adalah teknik heuristik untuk pencarian dan optimasi, terinspirasi oleh proses evolusi alam. AG telah terbukti berhasil dalam menyelesaikan berbagai masalah kompleks di dunia nyata. Artikel ini berfungsi sebagai panduan pengantar tentang AG bagi imunolog dan matematikawan yang tertarik pada imunologi. Kami menjelaskan cara membangun GA, menguraikan prinsip-prinsip utama teori GA, dan menjelajahi aplikasi potensial GA dalam imunologi. Contoh diberikan di mana GA digunakan untuk masalah pengendalian optimal medis. Selain itu, makalah ini juga mencakup pembahasan singkat tentang bidang yang erat kaitannya, yaitu sistem kekebalan buatan.
Karaoke Reservation System for Room and Customer Management Optimization Siregar, Ridho Fadlan Fahira; Gading, Rafli Arya; Raya, Fathul Hady
RIGGS: Journal of Artificial Intelligence and Digital Business Vol. 4 No. 4 (2026): November - January
Publisher : Prodi Bisnis Digital Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/riggs.v4i4.5220

Abstract

This research discusses the development of a desktop-based karaoke reservation system designed to improve operational efficiency in room management and customer data processing. The system was developed in response to various problems commonly found in traditional karaoke business operations, such as manual data recording that is prone to human error, inefficiencies in managing room schedules, delays in administrative services, and the absence of real-time monitoring of room availability. These issues often lead to scheduling conflicts, inaccurate billing, and reduced customer satisfaction. The research methodology consisted of several stages, including user needs analysis to identify system requirements, interface design to ensure ease of use, system implementation using Java Swing as the programming framework, database development using MySQL, and functional testing to evaluate system performance. The system integrates reservation management, customer data recording, room status monitoring, and automatic cost calculation based on usage duration. The results show that the developed system significantly improves the speed and accuracy of the reservation process. Schedule conflicts can be minimized through structured room availability management, while customer data is recorded more accurately and systematically. The real-time display of room status allows administrators to monitor room usage efficiently, supporting better decision-making. Additionally, the automatic pricing feature ensures consistency and transparency in cost calculations, reducing errors caused by manual billing. In conclusion, the desktop-based karaoke reservation system proves to be an effective solution for optimizing karaoke business operations.
Co-Authors Gading, Rafli Arya Siregar, Ridho Fadlan Fahira