MARC details
| 000 -LEADER |
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| fixed length control field |
02776nam a22003253a 4500 |
| 001 - CONTROL NUMBER |
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| control field |
UPMIN-00003211644 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
UPMIN |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20230117163624.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
221014b |||||||| |||| 00| 0 eng d |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
DLC |
| Transcribing agency |
UPMin |
| Modifying agency |
upmin |
| 041 ## - LANGUAGE CODE |
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| Language code of text/sound track or separate title |
eng |
| 090 #0 - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN) |
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| Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) |
LG993.5 2008 |
| Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN) |
C6 G83 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Guden, Glenn Merquita. |
| 9 (RLIN) |
1373 |
| 245 ## - TITLE STATEMENT |
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| Title |
Shuffled frog leaping algorithm with modified local search using one-point crossover operation applied to the bounded knapsack problem / |
| Statement of responsibility, etc. |
Glenn Merquita Guden. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
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| Date of publication, distribution, etc. |
2008 |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
93 leaves. |
| 502 ## - DISSERTATION NOTE |
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| Dissertation note |
Thesis (BS Computer Science) -- University of the Philippines Mindanao, 2008 |
| 520 3# - SUMMARY, ETC. |
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| Summary, etc. |
The knapsack problem is one of the most studied problems in combinatorial optimization because analyzing this problem can help in solving other complex optimization problems. The knapsack problem entails forming a combination of items from a set that gives the maximum total profit without exceeding the weight capacity of the knapsack. This study settled on solving the bounded knapsack problem (BKP) since only a few dedicated algorithms for BKP have been published. In this study, an evolutionary algorithm (EA) called the shuffled frog leaping algorithm (SFLA) was applied to the BKP. The experimental results in terms of the probability of convergence to a global optimal solution and the speed of solution imply that the SFLA can be an efficient tool for solving combinatorial optimization problems comparable to a genetic algorithm. The test data used in this study were generated using the algorithm specified in the study of Pisinger (1994). Furthermore, the parameters used in this study were based on the study of Amiri et.al. (2005). This study also utilized a genetic algorithm operator called the single-point crossover operator. The original SFLA (OSFLA) and the modified SFLA (MSLFA) with crossover were the only main algorithm used. The evaluation of the efficiency of the SFLA variants was limited to the generated test data only. Generally, MSLFA provided more optimal results than OSFLA except for data sets with a data range of 10000 paired with problem types ss and sc. MSLFA also consistently performed significantly faster than OSFLA. Accordingly, MSFLA is a promising approach in solving the bounded knapsack problem if further improvements can be done |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Knapsack problems. |
| 9 (RLIN) |
1374 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Knapsack problems |
| General subdivision |
Bounded. |
| 9 (RLIN) |
1375 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Crossover operations. |
| 9 (RLIN) |
1376 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| 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 algorithms. |
| 9 (RLIN) |
1379 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Shuffled frog leaping algorithms. |
| 9 (RLIN) |
1380 |
| 658 ## - INDEX TERM--CURRICULUM OBJECTIVE |
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| Main curriculum objective |
Undergraduate Thesis |
| Curriculum code |
CMSC200, |
| Source of term or code |
BSCS |
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) |
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| a |
Fi |
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) |
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| a |
UP |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Thesis |
