Analysis of Artificial Bee Colony algorithm for optimizing lecture schedule based on willingness of teaching submission

3rd Annual Applied Science and Engineering Conference

工业技术;自然科学

Alam, C.N.^1 ; Maylawati, D.^2 ; Al-Fayumi, M.R.^1 ; Ramdhani, M.A.^1

Departement of Informatics, UIN Sunan Gunung Djati Bandung, Jalan A H Nasution 105, Bandung

40614, Indonesia^1

Departement of Informatics, Sekolah Tinggi Teknologi Garut, Jalan Mayor Syamsu No 1, Tarogong Kidul Kabupaten Garut

44151, Indonesia^2

关键词: Abc algorithms;    Artificial bee colony algorithms;    Artificial bee colony algorithms (ABC);   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/434/1/012038/pdf
DOI  :  10.1088/1757-899X/434/1/012038

来源: IOP

【 摘 要 】

Scheduling is one of important activity, especially in universities. Many activities of lecturers make a lecturers submit a willingness of teaching schedule. This allows greater opportunities for conflicting schedules. In this research, we use Artificial Bee Colony (ABC) algorithm for optimizing lecture schedule based on willingness of teaching schedule submission. With ABC algorithm is expected to reduce conflicting schedules and optimize the schedule according to the willingness of lecturer to teach. In this paper explain the analysis and pattern (encoded) of ABC algorithm that have ready to be implemented. The result of analysis shows that ABC can be applied for optimizing schedule. Then, we describe about several scenarios of experiment which can be used for testing the performance or accuracy of ABC algorithm for optimizing schedule based on willingness teaching submission.