Balancing Academic Curriculum Problem Solution: A Discrete Firefly-Based Approach

The difficulty of allocating a balanced educational syllabus to academic periods curriculum, also known as curriculum balancing, has long been source consternation for any institution higher education attempting connect learners and teachers. challenge entails assigning courses times while adhering all load restrictions prerequisite requirements. problem (BACP) includes subjects class hours that fulfill standards even managing students’ burden in terms credits, course load, perquisites covered the previous semesters/periods. number credits every semester corresponds load. As result, frameworks must be “balanced,” which means each period should equivalent order students bear minimum work. it is desirable reduce this cost by developing study plan employs an algorithm conducts work automatically. Using optimization method, article provides solution curricula balancing based on discrete firefly (DFA). In research, FA already used solve BACP problem. However, basic modified DFA with local search mechanism inbuilt helps reach optimum less iterations. A series tests standard real data instances are done check efficiency suggested approach, objective producing platform would simplify procedure building system at institutions learning. results show proposed obtained rather rapid hit recognized most