A novel hybrid swarm based approach for curriculum based course timetabling problem

This work applies a hybrid approach in solving the university curriculum-based course timetabling problem as presented as part of the 2nd International Timetabling Competition 2007 (ITC2007). The core of the hybrid approach is based on an artificial bee colony algorithm. Past methods have applied artificial bee colony algorithms to university timetabling problems with high degrees of success. Nevertheless, there exist inefficiencies in the associated search abilities in term of exploration and exploitation. To improve the search abilities, this work introduces a hybrid approach entitled nelder-mead great deluge artificial bee colony algorithm (NMGD-ABC) where it combined additional positive elements of particle swarm optimization and great deluge algorithm. In addition, nelder-mead local search is incorporated into the great deluge algorithm to further enhance the performance of the resulting method. The proposed method is tested on curriculum-based course timetabling as presented in the ITC2007. Experimental results reveal that the proposed method is capable of producing competitive results as compared with the other approaches described in literature

Addressing conflict and tolerance through the curriculum

Political, religious and national divisions in Northern Ireland go back many hundreds of years so it is not surprising that the lack of a common national narrative has made the teaching of history in schools difficult. The fact that schools have largely been organized on a denominational basis has added to the challenge. When political violence broke out in the late 1960s many looked to schools to contribute to the promotion of reconciliation and the way history had been taught received significant critical attention. This chapter will outline the evolving nature of the history curriculum and review evidence on the impact of this curriculum on the historical understanding of students and young people. In addition, the chapter will briefly consider other ways in which students engage with historical issues through the teaching of citizenship, and wider family and community influences. Whereas the teaching of history in the past either was largely absent or often took on a partisan character, the development of a statutory curriculum in the 1990s helped promote a more dispassionate, skills-based approach which emphasized critical engagement with evidence and a multiperspectivity. While this represented a significant improvement on what had gone before, evaluation of the impact of this approach has highlighted the need for a consideration of the emotional impact of historical understanding and the need better to connect the lessons of history to contemporary society.