Hybrid particle swarm optimization tabu-search (PSO-TS) approach applied to constrained engineering optimization problems / (Record no. 688)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02155nam a22002533a 4500 |
| 001 - CONTROL NUMBER | |
| control field | UPMIN-00000518099 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | UPMIN |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20221020160208.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 221020b |||||||| |||| 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 2007 |
| Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN) | C6 M48 |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Mesa, Armacheska Rivero. |
| 245 ## - TITLE STATEMENT | |
| Title | Hybrid particle swarm optimization tabu-search (PSO-TS) approach applied to constrained engineering optimization problems / |
| Statement of responsibility, etc. | Armacheska R. Mesa |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Date of publication, distribution, etc. | 2007 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 69 leaves. |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (BS Computer Science) -- University of the Philippines Mindanao, 2007 |
| 520 3# - SUMMARY, ETC. | |
| Summary, etc. | Many engineering design problems can be formulated as constrained optimization problems. There are several methods reported in literature that can solve many of these optimization design problems with constraints. Genetic algorithm, self-adaptive penalty approach and other evolutionary algorithms had been used to find the optimal solutions to these engineering problems. So far, particle swarm optimization has been the most effective method reported in literature to solve such problems. With the advent of the 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 meta-heuristic, Tabu Search (TS), was introduced to the pure PSO to solve engineering optimization problems. With the embedded hybridization, the study showed positive results returned by the PSO-TS hybrids and were better compared to the results of other algorithms reported in Hu et.al?s. (2003) and He and Wang?s paper (2006). It is well known that practical engineering optimization involves multiple, nonlinear and non-trivial constraints due to real world limitations. From an engineering standpoint, a better, faster, cheaper solution is always desired. In this study, the embedded hybrid performed well on all our engineering optimization problems tested |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Optimization. |
| 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 | 2008-04-15 | donation | UAR-T-gd993 | LG993.5 2007 C6 M48 | 3UPML00035011 | 2022-09-21 | Thesis | ||||
| Library of Congress Classification | Not For Loan | College of Science and Mathematics | University Library | General Reference | 2007-10-26 | donation | CSM-T-gd1770 | LG993.5 2007 C6 M48 | 3UPML00012087 | 2022-09-21 | Thesis |