Modified shuffled frog-leaping algorithm (SFLA) applied to cutting stock problem / (Record no. 2224)

MARC details
000 -LEADER
fixed length control field 02190nam a22003373a 4500
001 - CONTROL NUMBER
control field UPMIN-00003211627
003 - CONTROL NUMBER IDENTIFIER
control field UPMIN
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20230117170250.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 221017b |||||||| |||| 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) LG993.5 2008
Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN) C6 L33
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Lacsamana, Margareth Ann Gallo
9 (RLIN) 1399
245 ## - TITLE STATEMENT
Title Modified shuffled frog-leaping algorithm (SFLA) applied to cutting stock problem /
Statement of responsibility, etc. Margareth Ann Gallo Lacsamana.
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Date of publication, distribution, etc. 2008
300 ## - PHYSICAL DESCRIPTION
Extent 90 leaves.
502 ## - DISSERTATION NOTE
Dissertation note Thesis (BS Computer Science) -- University of the Philippines Mindanao, 2008
520 3# - SUMMARY, ETC.
Summary, etc. This study focused on solving the one-dimensional variant of CSP with single stock length and without contiguity. In this study, an evolutionary algorithm (EA) called the shuffled frog-leaping algorithm (SFLA) was applied to the CSP. However, the local search of the SFLA was first modified using an operator from the genetic algorithm called the uniform crossover so s to use it in solving the CSP. The modified SFLA (MSLFA) with crossover was the only main algorithm used. The evaluation of the efficiency of the MSFLA was limited only to the chosen benchmark test problems. The experimental results in terms of the probability of convergence to a global optimal solution imply that the MSFLA can be an efficient tool for solving combinatorial optimization problems comparable to the EP. Generally, MSFLA provided equal results with EP in one of the benchmark test problems and an almost at par results with the EP in the other test problems with very little percentage error. Accordingly, MSFLA is a promising approach in solving the cutting stock problem if further improvements can be done.
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Cutting stock problem.
9 (RLIN) 1400
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Combinatorial optimization.
9 (RLIN) 1401
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Optimization.
9 (RLIN) 733
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Discrete optimization.
9 (RLIN) 1377
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Evolutionary algorithms.
9 (RLIN) 1378
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 Shuffled frog leaping algorithm.
9 (RLIN) 1396
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Uniform crossover.
9 (RLIN) 1331
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 Accession Number Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
    Library of Congress Classification   Not For Loan Preservation Copy University Library University Library Archives and Records 2009-07-28 UAR-T-gd1217   LG993.5 2008 C6 L33 3UPML00032661 2022-10-05 2022-10-05 Thesis
    Library of Congress Classification   Not For Loan   College of Science and Mathematics University Library General Reference 2008-12-10 CSM-T-gd2044   LG993.5 2008 C6 L33 3UPML00012287 2022-10-05 2022-10-05 Thesis
 
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