JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI
Vol 8 No 2 (2021): JATISI (Jurnal Teknik Informatika dan Sistem Informasi)

Optimasi Penjadwalan Mata Kuliah Menggunakan Algoritma Late Acceptence Hill Climbing Berbasis Hiper Heuristik

I Gusti Agung Premananda (Unknown)
Ahmad Muklason (Unknown)



Article Info

Publish Date
17 Jun 2021

Abstract

Course scheduling is one area of ​​operations research. This problem schedules a class without violating an existing constraint. At this time the problem of scheduling courses is becoming increasingly complex with existing limitations One of them is in International Timetabling Competition 2019 (ITC 2019) which released the latest real world dataset. This study focuses on optimizing the quality of course scheduling in order to reduce the value of the final solution of course scheduling. The algorithm used is Late Acceptance Hill Climbing (LAHC) with a hyper-heuristic approach using mutation Low Level Heuristics (LLH) and local search. The algorithm was applied to 30 ITC 2019 data sets with 100,000 iterations in 5 trials. The result is that the application of this algorithm is able to optimize with an average of 52% of the initial solution. In addition, this algorithm produces a consistent solution for 10 attempts on each dataset.

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Journal Info

Abbrev

jatisi

Publisher

Subject

Computer Science & IT

Description

JATISI bekerja sama dengan IndoCEISS dalam pengelolaannya. IndoCEISS merupakan wadah bagi para ilmuwan, praktisi, pendidik, dan penggemar dalam bidang komputer, elektronika, dan instrumentasi yang menaruh minat untuk memajukan bidang tersebut di Indonesia. JATISI diterbitkan 2 kali dalam setahun ...