Shuffled frog leaping-tabu search algorithm with grouping genetic algorithm operators applied on cutting stock problem (CSP) / (Record no. 2700)

MARC details
000 -LEADER
fixed length control field 02210nam a22003133a 4500
001 - CONTROL NUMBER
control field UPMIN-00006023633
003 - CONTROL NUMBER IDENTIFIER
control field UPMIN
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20230105135938.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 221014b |||||||| |||| 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 E24
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Ebero, Ria Theresa Magnaye.
9 (RLIN) 940
245 ## - TITLE STATEMENT
Title Shuffled frog leaping-tabu search algorithm with grouping genetic algorithm operators applied on cutting stock problem (CSP) /
Statement of responsibility, etc. Ria Theresa Magnaye Ebero.
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Date of publication, distribution, etc. 2011
300 ## - PHYSICAL DESCRIPTION
Extent 106 leaves.
502 ## - DISSERTATION NOTE
Dissertation note Thesis (BS Computer Science) -- University of the Philippines Mindanao, 2011
520 3# - SUMMARY, ETC.
Summary, etc. This study was done to solve the one-dimensional variant of CSP with single stock length and without contiguity. The shuffled frog leaping algorithm (SFLA) was applied to CSP but was modified by embedding the tabu search (TS) in the SFLA's local search. The grouping genetic algorithm (GGA) operators were also used to address a constraint in SFLA. GGA crossover was used to create a new solution i SFLA while GGA mutation was used to create a new solution in TS. The efficiency of the algorithm was evaluated by using the chosen test data used by Lacsaman's (2008) study, namely the modified shuffled frog leaping algorithm (MSFLA). There were 8 parameter settings used in the study, 4 sets for SFLA and 2 sets for TS. The first parameter set of SFLA was from Amiri et al (2009) while the other set was generated by the proponent. The results showed that, generally, SFLA-TS performed better compared to MSFLA. It provided better results compared to MSFLA on test data 1,4 and 5, similar results with MSFLA in test data 2, and equal results on test data 3. Generally, SFLA-TS can be a promising solution in solving CSP.
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Shuffled Frog Leaping Algorithm (SFLA)
9 (RLIN) 941
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Cutting Stock Problem CSP)
9 (RLIN) 942
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Tabu Search (TS)
9 (RLIN) 943
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Grouping Genetic Algorithm (GGA)
9 (RLIN) 944
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Hybrid algorithm.
9 (RLIN) 945
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Modified Shuffled Leaping Algorithm (MSFLA)
9 (RLIN) 946
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 Price effective from Koha item type
    Library of Congress Classification   Not For Loan Preservation Copy University Library University Library Archives and Records 2014-03-06 donation UAR-T-gd1945   LG 993.5 2011 C6 E24 3UPML00033581 2022-10-05 2022-10-05 Thesis
    Library of Congress Classification   Not For Loan Room-Use Only College of Science and Mathematics University Library Theses 2011-12-07 donation CSM-T-gd2767   LG 993.5 2011 C6 E24 3UPML00012806 2022-10-05 2022-10-05 Thesis
 
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