MARC details
| 000 -LEADER |
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| fixed length control field |
02863nam a22003733a 4500 |
| 001 - CONTROL NUMBER |
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| control field |
UPMIN-00005905236 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
UPMIN |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20230117163131.0 |
| 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) |
LG 993.5 2011 |
| Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN) |
C6 G37 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Garillos, Cinmayii Abarsolo. |
| 9 (RLIN) |
1363 |
| 245 ## - TITLE STATEMENT |
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| Title |
Firefly-simulated annealing (F-SA) algorithm for continuous constrained optimization / |
| Statement of responsibility, etc. |
Cinmayii Abarsolo Garillos. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
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| Date of publication, distribution, etc. |
2011 |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
112 leaves. |
| 502 ## - DISSERTATION NOTE |
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| Dissertation note |
Thesis (BS Computer Science) -- University of the Philippines Mindanao, 2011 |
| 520 3# - SUMMARY, ETC. |
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| Summary, etc. |
It is certain that NP-hard problems frequently arise and are becoming the major concern of experts in different fields of research and industries. These problems could be in the form of continuous constrained optimization. Due to this impact, several optimization algorithms. in their pure and hybrid forms have been developed and improved to handle this kind of problems. It is in this rationale that the metaheuristic Firefly-Simulated Annealing algorithm was introduced and developed through hybridizing Firefly algorithm (FA) and Simulated Annealing algorithm (SA). The ability of Simulated Annealing algorithm to avoid a firefly from being trapped at a local minimum made it a good candidate as FA's local search. In this study, the researcher employed some parameter settings to F-SA for experimentation and four commonly used cooling schedules for reducing the randomness of FA in F-SA to improve solution quality and convergence. The researcher used some benchmarks functions which have varied characteristics to reflect wide variety of difficulties encountered when solving practical problems, to rigorously test the algorithm performance and to obtain comprehensive results. Based on the overall result of this study, F-SA algorithm, especially F-SA with a cooling schedule, is superior to FA in terms of obtaining high solution quality even in solving constrained optimization problem. However, it is recommended to improve the initialization and solution generation process of F-SA to solve multiobjective optimization problems and more constrained optimization problems with equality constraints. |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Firefly-simulated Annealing (F-SA) |
| 9 (RLIN) |
1364 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Algorithm. |
| 9 (RLIN) |
1365 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| 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 |
Continuous constrained optimization. |
| 9 (RLIN) |
1366 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Firefly algorithm. |
| 9 (RLIN) |
728 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Hybrid algorithms. |
| 9 (RLIN) |
1367 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Metaheuristics. |
| 9 (RLIN) |
1368 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Non-dterministic polynomial-time hard (NP-hard) |
| 9 (RLIN) |
1369 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Simulated annealing. |
| 9 (RLIN) |
1370 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Firefly algorithm (FA) |
| 9 (RLIN) |
1371 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
NP-hard problems. |
| 9 (RLIN) |
1372 |
| 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) |
|---|
| 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 |
