Arroyo, Euclide Andrae F.  <br/><br/>
Automating and optimizing timetable on Muntinlupa Elementary School using firefly swarm algorithm/  
Euclide Andrae F. Arroyo, Camila D. Funclara, Elijah Raven G. Padlan, and Genesis Dane C. Pallarco 
 - Manila:  Technological University of the Philippines,   2024. 
 - ix, 59pages:   29cm.   +1 CD-ROM (3/4in.) 
<br/><br/> Thesis (undergraduate) 
<br/><br/>College of Science-- 
<br/><br/>Includes bibliography.  
<br/><br/> ABSTRACT<br/><br/>Manual scheduling at Muntinlupa Elementary School has caused inefficiencies and conflicts in timetables. Teachers’ schedules were not optimized, and conflict in class schedules were prominent in manual scheduling. This research automates and optimizes the school's timetable using the Firefly Swarm Algorithm to help the Muntinlupa Elementary School optimize the teachers' schedules and classes per grade level. A quantitative approach with historical data was employed to develop and test a simulation model. Findings show that the algorithm significantly reduces conflicts and improves resource allocation. The automated system is adaptable and scalable, proving more effective than manual methods. The study concluded that the Firefly Swarm Algorithm enhances timetable efficiently, promoting a more organized educational environment for both teachers and students. 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Firefly swarm Algorithm
<br/><br/><label>LC Class. No.: </label>BTH QA 76  / A77 2024