Two neighbourhood approaches to the timetabling problem

نویسندگان

  • Fernando Melício
  • João P. Caldeira
  • Agostinho Rosa
چکیده

It is well known that any search algorithm needs for certain parts to be problem specific. It is very important the way these parts are implemented. A fine tuning of parameters will never balance a bad definition of the solution set, of the neighbourhood or the cost function. In this paper we try to compare two well known neighbourhood operators applied to the timetabling problem. Tests were made using real data from three Portuguese schools of different size and complexity. We then observed that the application of the correct neighbourhood operator is essential to the success of the search algorithm.

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

Hybrid variable neighbourhood approaches to university exam timetabling

In this paper we propose a variable neighbourhood search (VNS) meta-heuristic [25] for the university examination timetabling problem. In addition to a basic VNS method, we introduce a variety of variants which further improve the quality of the results produced by the technique. We also aim to demonstrate that the proposed technique is capable of producing high quality solutions across a wide ...

متن کامل

An Investigation of Multistage Approaches to Examination Timetabling

Many successful approaches to examination timetabling consist of multiple stages, in which a constructive approach is used for finding a good initial solution, and then one or more improvement approaches are employed successively to further enhance the quality of the solution obtained during the previous stage. Moreover, there is a growing number of studies describing the success of approaches ...

متن کامل

Investigation of Multistage Approaches to Examination Timetabling

Many successful approaches to examination timetabling consist of multiple stages, in which a constructive approach is used for finding a good initial solution, and then one or more improvement approaches are employed successively to further enhance the quality of the solution obtained during the previous stage. Moreover, there is a growing number of studies describing the success of approaches ...

متن کامل

A Multi-Start Very Large Neighbourhood Search Approach with Local Search Methods for Examination Timetabling

This paper investigates a hybridisation of the very large neighbourhood search approach with local search methods to address examination timetabling problems. In this paper, we describe a 2 phase approach. The first phase employs “multi start” to carry out search upon a very large neighbourhood of solutions using graph theoretical algorithms implemented on an improvement graph. The second phase...

متن کامل

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

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 2004