New partial evaluation function in constructive hypher-heuristic framework for examination timetabling problem.

In this paper we introduce a new partial evaluation function formula to evaluate partial solutions in a constructive hyperheuristic framework for solving Examination Timetabling Problem (ETTP). Since scheduling of each exam may restrict resources for remained unscheduled examinations, the function i...

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Main Authors: Pour, Sh. Mohammad, Md Sultan, Abu Bakar, Sulaiman, Md. Nasir, Zarrin, Bahram
Format: Article
Language:English
Published: Praise Worthy Prize 2009
Online Access:http://psasir.upm.edu.my/id/eprint/15802/
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author Pour, Sh. Mohammad
Md Sultan, Abu Bakar
Sulaiman, Md. Nasir
Zarrin, Bahram
author_facet Pour, Sh. Mohammad
Md Sultan, Abu Bakar
Sulaiman, Md. Nasir
Zarrin, Bahram
author_sort Pour, Sh. Mohammad
building UPM Institutional Repository
collection Online Access
description In this paper we introduce a new partial evaluation function formula to evaluate partial solutions in a constructive hyperheuristic framework for solving Examination Timetabling Problem (ETTP). Since scheduling of each exam may restrict resources for remained unscheduled examinations, the function in order to evaluate partial solutions in each step, not only pays attention to situation of scheduled exams in current partial solution but also considers state of unscheduled exams after each scheduling. The function focuses on effect of previous scheduling of exams on time feasibility resource of remained unscheduled ones through a Bubble sort mechanism. The main formula is integrated by proportional coefficient. The framework applied on a graph based constructive hyperheuristic framework which its base is introduce in [1]. The efficiency of formula is analyzed and the prediction embedded in the new partial evaluation function is discussed.
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spelling upm-158022014-02-11T06:04:20Z http://psasir.upm.edu.my/id/eprint/15802/ New partial evaluation function in constructive hypher-heuristic framework for examination timetabling problem. Pour, Sh. Mohammad Md Sultan, Abu Bakar Sulaiman, Md. Nasir Zarrin, Bahram In this paper we introduce a new partial evaluation function formula to evaluate partial solutions in a constructive hyperheuristic framework for solving Examination Timetabling Problem (ETTP). Since scheduling of each exam may restrict resources for remained unscheduled examinations, the function in order to evaluate partial solutions in each step, not only pays attention to situation of scheduled exams in current partial solution but also considers state of unscheduled exams after each scheduling. The function focuses on effect of previous scheduling of exams on time feasibility resource of remained unscheduled ones through a Bubble sort mechanism. The main formula is integrated by proportional coefficient. The framework applied on a graph based constructive hyperheuristic framework which its base is introduce in [1]. The efficiency of formula is analyzed and the prediction embedded in the new partial evaluation function is discussed. Praise Worthy Prize 2009-01 Article PeerReviewed Pour, Sh. Mohammad and Md Sultan, Abu Bakar and Sulaiman, Md. Nasir and Zarrin, Bahram (2009) New partial evaluation function in constructive hypher-heuristic framework for examination timetabling problem. International Review on Computers and Software, 4 (1). p. 7. ISSN 1828-6003 English
spellingShingle Pour, Sh. Mohammad
Md Sultan, Abu Bakar
Sulaiman, Md. Nasir
Zarrin, Bahram
New partial evaluation function in constructive hypher-heuristic framework for examination timetabling problem.
title New partial evaluation function in constructive hypher-heuristic framework for examination timetabling problem.
title_full New partial evaluation function in constructive hypher-heuristic framework for examination timetabling problem.
title_fullStr New partial evaluation function in constructive hypher-heuristic framework for examination timetabling problem.
title_full_unstemmed New partial evaluation function in constructive hypher-heuristic framework for examination timetabling problem.
title_short New partial evaluation function in constructive hypher-heuristic framework for examination timetabling problem.
title_sort new partial evaluation function in constructive hypher-heuristic framework for examination timetabling problem.
url http://psasir.upm.edu.my/id/eprint/15802/