Comparison of crossover and mutation operators of genetic algorithm applied to CSM-UPMin scheduling problem / (Record no. 2698)

MARC details
000 -LEADER
fixed length control field 02323nam a22003373a 4500
001 - CONTROL NUMBER
control field UPMIN-00006023631
003 - CONTROL NUMBER IDENTIFIER
control field UPMIN
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20230126113735.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 221114b |||||||| |||| 00| 0 eng d
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Transcribing agency UPMin
Modifying agency upmin
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
090 #0 - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN)
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) LG 993.5 2011
Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN) C6 T35
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Talaugon, Armida Glaiza Varquez.
9 (RLIN) 1641
245 ## - TITLE STATEMENT
Title Comparison of crossover and mutation operators of genetic algorithm applied to CSM-UPMin scheduling problem /
Statement of responsibility, etc. Armida Glaiza Varquez Talaugon.
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Date of publication, distribution, etc. 2011
300 ## - PHYSICAL DESCRIPTION
Extent 74 leaves.
502 ## - DISSERTATION NOTE
Dissertation note Thesis (BS Computer Science) -- University of the Philippines Mindanao, 2011
520 3# - SUMMARY, ETC.
Summary, etc. Course timetabling problem is an assignment of lectures to periods and rooms subject to constraints. GA which is inspired by natural evolution in biological systems, the "survival of the fittest" principle of natural evolution by Darwin, is an adaptive which may be used to solve search and optimization problems. Although the genetic algorithm was found to be promising in timetabling courses of the College of Science and Mathematics University of the Philippines in Mindanao, it is still not known which kinds of crossover operators and mutation operators are effective in producing better timetables. Hence, in this study,combinations of different crossover and mutation operators were compared to know which combination produces the best schedule. Results showed that the combination of conflict-based and violation directed is the best among other combinations. The second best, though, is not known in this study. However, these results were not confirmed further by statistical analysis. Although the present results obtained indicate the effectiveness of the violation-directed mutation combined with conflict-based crossover, further studies are still needed to explore the potential of other operators.
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Genetic algorithm.
9 (RLIN) 344
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Scheduling.
9 (RLIN) 1642
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Scheduling problem.
9 (RLIN) 1643
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element University course timetabling.
9 (RLIN) 1275
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Crossover.
9 (RLIN) 1644
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Mutation.
9 (RLIN) 1274
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Mutation operators.
9 (RLIN) 1645
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Conflict-based crossover.
9 (RLIN) 1646
658 ## - INDEX TERM--CURRICULUM OBJECTIVE
Main curriculum objective Undergraduate Thesis
Curriculum code CMSC200,
Source of term or code BSCS
905 ## - LOCAL DATA ELEMENT E, LDE (RLIN)
a Fi
905 ## - LOCAL DATA ELEMENT E, LDE (RLIN)
a UP
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 Status Collection Home library Current library Shelving location Date acquired Source of acquisition Accession Number Total Checkouts Full call number Barcode Date last seen
    Library of Congress Classification   Not For Loan Preservation Copy University Library University Library Archives and Records 2014-03-06 donation UAR-T-gd1937   LG 993.5 2011 C6 T35 3UPML00033588 2022-10-05
    Library of Congress Classification   Not For Loan Room-Use Only University Library University Library General Reference 2011-12-07 donation CSM-T-gd2769   LG 993.5 2011 C6 T35 3UPML00012774 2022-10-05
 
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