Solving ump examination timetabling problem using dynamic exploration step counting hill climbing algorithm (Record no. 99346)

MARC details
000 -LEADER
fixed length control field 03223ntm a2200373 i 4500
003 - CONTROL NUMBER IDENTIFIER
control field MY-KuUP
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20251125110727.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
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007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 230410t20222022my a|||fr|||| 000 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number THE0009589 (Local)
Qualifying information Hardback
040 ## - CATALOGING SOURCE
Original cataloging agency UMP
Language of cataloging eng
Transcribing agency UMP
Description conventions rda
090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN)
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) FKOM .C43 2022 r Thesis
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Chang Ling Shing,
Relator term author.
245 10 - TITLE STATEMENT
Title Solving ump examination timetabling problem using dynamic exploration step counting hill climbing algorithm
Statement of responsibility, etc. Chang Ling Shing
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Kuantan, Pahang :
Name of producer, publisher, distributor, manufacturer UMP,
Date of production, publication, distribution, manufacture, or copyright notice 2022
264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Date of production, publication, distribution, manufacture, or copyright notice ©2022
300 ## - PHYSICAL DESCRIPTION
Extent xv, 149 pages :
Other physical details illustrations (some color) ;
Dimensions 30 cm. +
Accompanying material 1 CD-ROM
336 ## - CONTENT TYPE
Source rdacontent
Content type term text
336 ## - CONTENT TYPE
Source rdacontent
Content type term text
337 ## - MEDIA TYPE
Source rdamedia
Media type term unmediated
337 ## - MEDIA TYPE
Source rdamedia
Media type term computer
338 ## - CARRIER TYPE
Source rdacarrier
Carrier type term volume
338 ## - CARRIER TYPE
Source rdacarrier
Carrier type term computer disc
347 ## - DIGITAL FILE CHARACTERISTICS
Source rda
File type text file
Encoding format PDF
500 ## - GENERAL NOTE
General note Faculty of Computing
502 ## - DISSERTATION NOTE
Dissertation note Thesis (Master of Science) -- Universiti Malaysia Pahang – 2022
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references
520 3# - SUMMARY, ETC.
Summary, etc. Examination timetabling is a process that involves assigning exams to available timeslot and room(s) to satisfy the hard and soft constraints. An example of such constraint includes no clashing, back-to-back examinations, room capacity constraints and many others. These constraints complicate the assignment of examination to available timeslot and room(s). UMP currently operates from two separate campuses in Gambang and Pekan, Pahang, Malaysia. Operating from two distant campuses forms new constraints different from those reported in the literature. These new constraints further complicate the problem in obtaining a feasible and quality examination timetable. Furthermore, there is no formal mathematical model to assist UMP in evaluating the quality of the examination timetable. Therefore, this forms the motivation of this research to solve the UMP examination timetabling problem with the new examination constraints. The work starts by developing a formal mathematical model based on the new constraints and generates a feasible initial solution of the examination timetable that satisfies the hard and soft constraints (as much as possible). Then, the initial solution is improved using our enhanced algorithm called dynamic exploration step counting hill climbing (DESCHC). The DESCHC employs a dynamic decay rate value to encourage exploration of the search space. The cost bound that acts as the level of acceptance dynamically changes depending on the acceptance of the candidate and improvement in the penalty cost. Experimental results show that DESCHC was able to produce quality solutions. In semester 1-2014/2015, DESCHC produced a solution that is 92.86% better than the UMP examination timetable. In semester 2-2014/2015, DESCHC produced a solution that is 96.13% better than the UMP examination timetable. Moreover, the solution produced by DESCHC satisfies all of the hard constraints that the UMP examination timetable failed to achieve.
610 20 - SUBJECT ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element Faculty of Computing
General subdivision Dissertations
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Universities and colleges
General subdivision Dissertations
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Theses
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Library of Congress Classification
Koha item type Thesis
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Date acquired Total checkouts Full call number Barcode Date last seen Price effective from Koha item type
  Not lost Library of Congress Classification   Not for loan UMPLIB PEKAN UMPLIB PEKAN 10/04/2023   FKOM .C43 2022 r Thesis T000002177 10/04/2023 10/04/2023 Thesis
  Not lost Library of Congress Classification     UMPLIB PEKAN UMPLIB PEKAN 10/04/2023   CD13255 T000002178 10/04/2023 10/04/2023 Thesis

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Email: umplibrary@umpsa.edu.my

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