Optimization Techniques in University Timetabling Problem: Constraints, Methodologies, Benchmarks, and Open Issues

نویسندگان

چکیده

University timetabling problems are a yearly challenging task and faced repeatedly each semester. The considered non-polynomial time (NP) combinatorial optimization (COP), which means that they can be solved through algorithms to produce the aspired optimal timetable. Several techniques have been used solve university problems, most of them use techniques. This paper provides comprehensive review recent studies dealing with concepts, methodologies, optimization, benchmarks, open issues problems. starts by presenting essence as NP-COP, defining clarifying two formed classes timetabling: Course Timetabling Examination Timetabling, illustrating adopted for solving such problem, elaborating constraints achieving timetable, explaining how analyze measure performance demonstrating commonly benchmark datasets evaluation. It is noted meta-heuristic methodologies widely in literature. Additionally, recently, multi-objective has increasingly problem identify robust solutions. Finally, trends future directions provided. good information students, researchers, specialists interested this area research. challenges possibilities research prospects also explored.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

New Constraints and Features for the University Course Timetabling Problem

The university course timetabling problem deals with the task of scheduling lectures of a set of university courses into a given number of rooms and time periods, taking into account various hard and soft constraints. The goal of the International Timetabling Competitions ITC2002 and ITC2007 was to establish models for comparison that cover the most frequently found use cases. Our model, motiva...

متن کامل

Computational Complexity Issues in University Interview Timetabling

In the Department of Intelligence Science and Technology, Graduate School of Informatics, Kyoto University, there are approximately 20 professors, and 40 graduate course students in each year. In the final year of the course, every student submits a research thesis, and presents his/her work in twenty minutes to obtain a master degree. Presentation meeting is scheduled for two days, and in gene...

متن کامل

University Course Timetabling with Soft Constraints

An extension of constraint logic programming that allows for weighted partial satisfaction of soft constraints is described and applied to the development of an automated timetabling system for Purdue University. The soft constraint solver implemented in the proposed solution approach allows constraint propagation for hard constraints together with preference propagation for soft constraints. A...

متن کامل

Agent based approach to University Timetabling Problem

A concept of agent-based approach to timetabling problem is presented. Based on the problem description and with its formalization the term “agent” is introduced. Agents act on behalf of entities taking part in the timetabling process (activities, rooms and students) and they interact to maximize their own utility. Also a brief overview of existing approaches is presented. 1. University Timetab...

متن کامل

Iterative optimization techniques using man–machine interaction for university timetabling problems

We focus on a timetabling problem of university makeup classes and construct a scheduling system based on man-machine interaction which enables to reveal the essential and additional information of the problem domain. In this problem, makeup classes which are requested by the lecturers have to be scheduled to a specified time slot under the hard/soft constraints, e.g., schedules of the lecturer...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Computers, materials & continua

سال: 2023

ISSN: ['1546-2218', '1546-2226']

DOI: https://doi.org/10.32604/cmc.2023.034051