A particle swarm optimization and tabu search (PSO-TS : (Record no. 601)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01985nam a2200241 4500 |
| 001 - CONTROL NUMBER | |
| control field | UPMIN-00000014051 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | UPMIN |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20230118142448.0 |
| 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 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN) | |
| Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) | LG993.5 2000 |
| Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN) | C6 L46 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Leopoldo, Jeremie J. |
| 9 (RLIN) | 1428 |
| 245 00 - TITLE STATEMENT | |
| Title | A particle swarm optimization and tabu search (PSO-TS : |
| Remainder of title | hybrid algorithm applied to integer programming / |
| Statement of responsibility, etc. | Jeremie Janog Leopoldo. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Date of publication, distribution, etc. | 2000 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 78 leaves. |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (BS Computer Science) -- University of the Philippines Mindanao, 2000 |
| 520 3# - SUMMARY, ETC. | |
| Summary, etc. | Many real world optimization problems are represented by Integer Programming (IP) models to derive optimal solutions. Specific problem constraints must also be satisfied by these solutions. Furthermore, the range of optimal solutions concerning only discrete, integer values is the constraint satisfied by IP models. IP problems are commonly solved using the Branch-and-Bound technique, which ultimately returns the best solutions. However, a need for better and faster search for solutions was imperative. Pure Particle Swarm Optimization (PSO) showed to be a reliable alternative to the search for optimal solutions in IP problems as presented by previous studies. With the advent of hybridization techniques to create efficient algorithms, pure PSO was paired to several other heuristics and these hybrids were used to solve many optimization problems. Hence, a fast, intelligent heuristic. Tabu Search (TS), was introduced to the pure PSO to solve IP problems. With embedding hybridization, the PSO-TS hybrids returned good solutions to the benchmark problems presented in the study. The hybrids also performed relatively fast. Furthermore, in some of the IP problems presented, the hybrids had shown better average solutions than pure PSO |
| 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 |
| 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 | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Library of Congress Classification | Not For Loan | Preservation Copy | University Library | University Library | Archives and Records | 2007-09-26 | donation | UAR-T-gd960 | LG993.5 2000 C6 L46 | 3UPML00031344 | 2022-09-21 | Thesis | ||||
| Library of Congress Classification | Not For Loan | Room-Use Only | College of Science and Mathematics | University Library | General Reference | 2007-08-08 | donation | CSM-T-gd-1550 | LG993.5 2007 C6 L46 | 3UPML00011858 | 2022-09-21 | Thesis |