Optimized Automatic Course Timetabling Service Architecture for Integration with Vendor Management Systems
نویسندگان
چکیده
Generating university course timetables is a complex problem, especially in large environments such as institutions. Currently, some universities Saudi Arabia manually generate for classes because they use Vendor Management Systems (VMS) registration and management. Manually generating time-consuming laborious the academic staff. Although various methods have been proposed to timetables, address specific or systems that can be extended work separate components of management system. In this paper, we propose service-based system with decentralized architecture fully automate process timetable generation easily integrated into VMS. The employs genetic algorithm optimize scheduling courses timetables. was implemented using JAVA RESTful web services, tested by constraints. results showed applicable any Furthermore, set up 200 generations iterate 1000 times produces acceptable without violating defined
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ژورنال
عنوان ژورنال: International Journal of Advanced Computer Science and Applications
سال: 2022
ISSN: ['2158-107X', '2156-5570']
DOI: https://doi.org/10.14569/ijacsa.2022.01310104