Implementasi Sistem Penjadwalan Ujian Akhir Semester Menggunakan Algoritma Genetika (Studi Kasus: Stikom Bali)

Abstract

UAS (Semester final exam) Scheduling conducted in STIKOM PENDAHULUANPenjadwalan merupakan alokasi dari sumber daya terhadap waktu untuk menghasilkan sekumpulan pekerjaan. Penjadwalan diperlukan untuk menghasilkan suatu urutan pekerjaan dengan pengalokasian sumber daya yang tepat, seperti mesin yang digunakan, jumlah operator yang bekerja, urutan pengerjaan, dan kebutuhan material. Dengan pengaturan penjadwalan yang efektif dan efisien, perusahaan akan dapat memenuhi order tepat waktu serta kualitas yang telah ditentukan [1].

Determining Community Structure and Modularity in Social Network using Genetic Algorithm

“…The best modularity results for the Dolphins dataset after testing were 0.7446, which results are shown in Figure 4 and the community structure is shown in Table 4. Table 4, the results of the genetic algorithm show 8 communities for the Bootlenose dolphins dataset, while for nodes that occupy community 0 of them are nodes 0, 5,7,15,17,23,27,30,36,47,50,55, and 60, nodes that occupy community 1 of which are nodes 2, 22,24,31,35,39,42,45,53, and 56, nodes that occupy community 2 of which are nodes 10,12,14,16,18,20,21,29,33,34,37,38,40,43,44,46,49,52,58 The best modularity results for the Football dataset after testing were 0.7242, which results are shown in Figure 5 and the community structure is shown in Table 5. Table 5, nodes that occupy community 0 of which are nodes 17,20,…”

“…According to [36] fitness value is a value that shows the quality of chromosomes in the population, where the value of fitness is used as a measurement tool, the greater the fitness value, the better the individual is to be a potential solution, whereas according to [37] fitness value is a value that states whether or not a solution (individual), fitness value is used as a reference in achieving optimal value in genetic algorithms. Modularity is a measure of a network structure or graph, where networks with high modularity have solid connections between nodes in a module or community and have rare connections between nodes in different modules or communities, and modularity is often also used to measure structures detecting structures community in the network, while the most popular modularity function is the [38].…”

“…Members Modularity 0 0, 3,4,8,9,10,11,13,16,19,20,22,23,24,26,27,28,30,31,35,36,37,38,40,42,43,45,47,48,49,53,54,56,57,62,64,65,66,67,69,71,72,73,74,75,76,77,79,81,82,83,84,86,87,88,89 Experimental results of Genetic Algorithm tested on Zachary's karate club network, Bottlenose dolphins networks, American college football network, and Books about US politics. We perform the experiments 10 times, and each experiment will be taken 100 times iterations to get is the average number of communi...…”

Implementasi Perangkat Peremajaan dan Perawatan Alat Berat Container Crane

“…Tujuan dari modelling diagram di atas ialah berfungsi sebagai sarana perancangan sistem untuk melakukan abstraksi terhadap perangkat lunak berbasis objek. Unified Modeling Language (UML) dapat digunakan untuk mempermudah pengembangan aplikasi yang bersifat berkelanjutan [18].…”