Particle swarm inspired timetabling for ICT courses

Foong, O.-M. and Rahim, S.B. (2013) Particle swarm inspired timetabling for ICT courses. Applied Mechanics and Materials, 263-26 (PART 1). pp. 2138-2145. ISSN 16609336

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Abstract

University course timetabling is a complex problem which must satisfy a list of constraints in order to allocate the right timeslots and venues for various courses. The challenge is to make the NP-hard problem user-friendly, highly interactive and faster run time complexity of algorithm. The objective of the paper is to propose Particle Swarm Optimization (PSO) timetabling model for Undergraduate Information and Communication Technology (ICT) courses. The PSO model satisfies hard constraints with minimal violation of soft constraints. Empirical results show that the PSO model is suitable for solving ICT course timetabling more interactively. © (2013) Trans Tech Publications, Switzerland.

Item Type: Article
Additional Information: cited By 2; Conference of 2012 International Conference on Information Technology and Management Innovation, ICITMI 2012 ; Conference Date: 10 November 2012 Through 11 November 2012; Conference Code:95052
Uncontrolled Keywords: Complex problems; Hard constraints; ICT course; Information and Communication Technologies; Particle swarm; Run time complexity; Soft constraint; Time slots; Timetabling; University course, Computational complexity; Education; Information technology; Particle swarm optimization (PSO), Scheduling
Depositing User: Mr Ahmad Suhairi UTP
Date Deposited: 09 Nov 2023 15:52
Last Modified: 09 Nov 2023 15:52
URI: https://khub.utp.edu.my/scholars/id/eprint/3762

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