Papers by wawan firgiawan
Proceeding KONIK (Konferensi Nasional Ilmu Komputer), Jun 28, 2021
Proceeding KONIK (Konferensi Nasional Ilmu Komputer), Jun 28, 2021
Journal of Computer and Information System ( J-CIS ), 2019
Abstrak UKT mahasiswa mempunyai kelompok yang berbeda-beda, dimana tiap kelompok mempunyai persen... more Abstrak UKT mahasiswa mempunyai kelompok yang berbeda-beda, dimana tiap kelompok mempunyai persentase masing-masing yang sudah ditetapkan oleh pemerintah berdasarkan ekonomi mahasiswa. Tidak adanya standarisasi yang jelas dalam penentuan UKT menuai banyak problem. Pendekatan pengambil keputusan atau disebut Decision Support Systems (DSS) akan membantu dalam pengambilan keputusan terhadap UKT mahasiswa yang akurat. Tujuan dari makalah ini ingin membandingkan 3 metode Multicriteria Decision Analysis, yaitu menggunakan metode Simple Additive Weinghting (SAW), metode Technique for Order Preference by Similarity to Ideal Solustion (Topsis) serta metode Analitical Hierarcy Process (AHP) yang digunakan dalam pengambilan keputusan penentuan UKT mahasiswa sesuai dengan kriteria untuk menentukan metode yang relevan akan permasalahan tersebut. Penentuan skala dan pembobotan dalam setiap metode akan mempengaruhi hasil yang diperoleh oleh masing-masing kriteria. Dari hasil komparasi dari 3 metod...
2021 3rd International Conference on Electronics Representation and Algorithm (ICERA), 2021
This paper is made to compare the Genetic Algorithm (GA) and Spider Monkey Optimization (SMO) for... more This paper is made to compare the Genetic Algorithm (GA) and Spider Monkey Optimization (SMO) for Traveling Salesman Problem. The background of the selection of these two algorithms based on the resulting performance has been recognized in the literature. In this study, 33 experiment were conducted where each experiment on the dataset was carried out for 10 iterations and then the Average Tour Cost value was taken from all experiments carried out. Based on the Average Tour Cost test, GA has a better performance than SMO with a value of 30.91 and 30.94 (example in the Burma dataset14). However, in terms of testing a larger dataset, the results of ATC SMO values are better than GA with values of 46303,47 and 53592,29 (example in dataset d198). This paper also examines the comparison of the results of the Minimum Tour Cost between GA and SMO. Where SMO got 73% (Win 23 Dataset), GA 27% (Win 9 Dataset), and 3% had the same Minimum Tour Cost. From all these experiments, it can be concluded SMO is the best solution in solving TSP.
IOP Conference Series: Materials Science and Engineering, 2020
Tuition Fee or UKT has a different group, in which each group has a percentage each of the which ... more Tuition Fee or UKT has a different group, in which each group has a percentage each of the which has been set by the government based on the economy of each student. The absence of clear standardization in determining Tuition Fee raises many problems. The approach of Decision Support Systems (DSS) will help in the decision making of Tuition Fee students are more effective and efficient. The purpose of this study research is to compare the 4 DSS methods used in the decision making process, Simple Additive Weighting (SAW), Technique for Order Preference by Similarity to Ideal Solution (TOPSIS), a combination of Simple Additive Weighting (SAW) and Analytical Hierarchy Process (AHP), and Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) and Analytical Hierarchy Process (AHP) is used in making Decision determination Tuition Fee students in accordance with established criteria determine the method relevant to the problem. By using a comparison of four methods: SAW, T...
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Papers by wawan firgiawan