Computer aided schedule creation based on multi-agent system implementation.

Autor: Ochnio, Luiza, Hoser, Paweł, Jackowska-Zduniak, Beata
Předmět:
Zdroj: Procedia Computer Science; 2024, Vol. 246, p236-245, 10p
Abstrakt: Creation of a schedule becomes an important and complicated matter for university. Well optimized schedule allows to spare time and money and even helps increasing the learning effectivity. The suggested solution of schedule creation tool is mainly based on incorporation of multiagent system and simulated annealing meta-heuristic. The multiagent system is a parallel distributed system based on activity of multiple autonomic units named agents. As it is known the usage of great number of very simple agents working in parallel can provide interesting and valuable result. The tested algorithm has been initially implemented for the schedule creation program within the own university where it works properly helping to arrange the plan of students in several fields of study. It is planned in the nearest future that basic schedules will be optimized by more advanced AI technologies and spread out to other universities. [ABSTRACT FROM AUTHOR]
Databáze: Supplemental Index