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Desain dan Perancangan Penjadwalan Asisten Laboratorium Teknik Informatika Universitas Muhammdiyah Malang Menggunakan Algoritma Genetika

Nadyasari, Keshia (2011) Desain dan Perancangan Penjadwalan Asisten Laboratorium Teknik Informatika Universitas Muhammdiyah Malang Menggunakan Algoritma Genetika. Other thesis, University of Muhammadiyah Malang.

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Abstract

Scheduling is one of important things in learning and teaching. Tutorial and lab assistant scheduling is instrumental in Laboratorium activities at a college or educational institution. However, tutorial and lab assistant scheduling is not easy since it involves several factors such as assistants, hours of tutorial, and laboratoriums availability. Commonly, scheduling is created manually which requires much time, and not practical. Hence the scheduling automation application is needed as a solution to the settlement. This research proposes Genetic algorithm as a solution of tutorial scheduling. Genetic algorithm is a searching algorithm that aims to find a solution a problem. This method mimics the mechanism of natural genetics that is to find arrangements that best genes in the living body. Genetic algorithms consists of several techniques: calculate the fitness value, a random population, selection (roulette wheel), and mutation. The nature of this algorithm is processing a lot of potential solutions, and then selected to obtain the best solution for solving the problem. Based on the ability of genetic algorithms to scheduling problems then encourage writers to create laboratory assistant scheduling software. After testing it was concluded that the preparation of lab work schedule utilizing Genetic Algorithm requires less time than the manual way. Then the second schedule produced by utilizing the Genetic Algorithm optimization levels higher than the manual way and minimizes the number of assistants.

Item Type: Thesis (Other)
Subjects: T Technology > TA Engineering (General). Civil engineering (General)
Divisions: Faculty of Engineering > Department of Informatics (55201)
Depositing User: Halimatus Zahroh
Date Deposited: 02 Nov 2015 08:19
Last Modified: 02 Nov 2015 08:19
URI : http://eprints.umm.ac.id/id/eprint/19036

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