A local search algorithm based on chromatic classes for university course timetabling problem

نویسندگان

  • Velin Kralev
  • Radoslava Kraleva
چکیده

This paper presents a study for a local search algorithm based on chromatic classes for the university course timetabling problem. Several models and approaches to resolving the problem are discussed. The main idea of the approach is through a heuristic algorithm to specify the chromatic classes of a graph in which the events of the timetable correspond to the graph vertices and the set of the edges represents the possible conflicts between events. Then the chromatic classes should be sorted according to specific sort criteria (a total weight or a total count of events in each class), and finally the local search algorithm starts. The aim of the experiments is to determine the best criterion to sort chromatic classes. The results showed that the algorithm generates better solutions when the chromatic classes are sorted in a total weight

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

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Using fuzzy c-means clustering algorithm for common lecturer timetabling among departments

University course timetabling problem is one of the hard problems and it must be done for each term frequently which is an exhausting and time consuming task. The main technique in the presented approach is focused on developing and making the process of timetabling common lecturers among different departments of a university scalable. The aim of this paper is to improve the satisfaction of com...

متن کامل

ارایه یک مدل ریاضی جدید جهت برنامه ریزی جدول زمان بندی دروس دانشگاهی بر اساس کیفیت ارایه دروس

One of the important tasks of universities that are usually challenging is university course timetabling problem. They are faced with this problem every year and every term and which is directly effective on education performance. In the university course timetabling problem, the university sources including lessons, lecturers, classes and other teaching sources are assigned to a series of time...

متن کامل

Genetic Algorithms for University Course Timetabling Problems

The university course timetabling problem is a difficult optimisation problem due to its highly-constrained nature. Finding an optimal, or even a high quality, timetable is a challenging task, especially when resources (e.g., rooms and time slots) are limited. In the literature, many approaches have been studied to solve this problem. In this thesis, we investigate genetic algorithms to solve t...

متن کامل

A Guided Search Non-dominated Sorting Genetic Algorithm for the Multi-Objective University Course Timetabling Problem

The university course timetabling problem is a typical combinatorial optimization problem. This paper tackles the multi-objective university course timetabling problem (MOUCTP) and proposes a guided search non-dominated sorting genetic algorithm to solve the MOUCTP. The proposed algorithm integrates a guided search technique, which uses a memory to store useful information extracted from previo...

متن کامل

Ant Algorithms for the University Course Timetabling Problem with Regard to the State-of-the-Art

Two ant algorithms solving a simplified version of a typical university course timetabling problem are presented – Ant Colony System and MAX -MIN Ant System. The algorithms are tested over a set of instances from three classes of the problem. Results are compared with recent results obtained with several metaheuristics using the same local search routine (or neighborhood definition), and a refe...

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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2017