Evolutionary timetabling with a priority evolutionary timetabling with a priority-based indirect representation based indirect representation

Kazarlis, Spyros/ Fragkou, Paulina/ Adamidis, Panagiotis/ Petridis, Vassilios/ Φράγκου, Παυλίνα/ Αδαμίδης, Παναγιώτης/ Καζαρλής, Σπυρίδων/ Πετρίδης, Βασίλειος/ Πετρίδης, Βασίλειος

Institution and School/Department of submitter: ΤΕΙ Θεσσαλονίκης
Keywords: Σχολικά προγράμματα;Εκπαίδευση—Προγράμματα;Χρονοδιαγράμματα μαθημάτων;Σχεδιασμός διδασκαλίας;Evolutionary algorithms;Implementation techniques;Timetabling;Time—Organization;School schedules;Education—Schedules;Cources schedules;Instructional design;Χρόνος—Οργάνωση και χρήση;Χρονοδιάγραμμα;Τεχνικές εφαρμογής;Εξελικτικοί αλγόριθμοι
Issue Date: Jul-2007
Citation: Kazarlis S., Petridis V., Adamidis P., and Fragkou P. (2007) Evolutionary Timetabling with a Priority-Based Indirect Representation. July 8-11 2007, Prague.
European Conference in Operational Research, Prague, 2007
Abstract: When applying evolutionary algorithms to optimization problems, the solution representation issue is of critical importance to the overall performance. This work presents an indirect representation method for genetically encoding partially described solutions of educational timetabling problems that are completed by a “timetable builder” algorithm using priorities to allocate events. A genetic algorithm using this technique is applied on several real problem instances retrieved from Greek universities, and the solutions are compared to the corresponding manmade ones, with promising results.
Description: Δημοσιεύσεις μελών_ΣΤΕΦ--Τμήμα Μηχανικών Πληροφορικής, 2007
Other Identifiers: http://www.teicm.gr/arximidis/pdf/kazarlis/PE4/4d.pdf
Appears in Collections:Δημοσιεύσεις σε Περιοδικά

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