AI SearchAn adaptive particle swarm optimization algorithm for a multicommodity distribution network design problem (Record no. 1620)
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| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260817161528.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 110110s2009 th uu|m rtt 0| a1eng d |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | .b12088353 |
| 099 #9 - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Classification number | AIT Thesis no.ISE-09-07 |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Suntaree Sae-huere |
| 245 13 - TITLE STATEMENT | |
| Title | An adaptive particle swarm optimization algorithm for a multicommodity distribution network design problem |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Pathum Thani, Thailand : |
| Name of publisher, distributor, etc. | Asian Institute of Technology, |
| Date of publication, distribution, etc. | 2009 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 54 p. : |
| Other physical details | ill. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Thesis ; |
| Volume/sequential designation | no. ISE-09-07 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This thesis studies a multicommodity distribution network design problem (MDNP) in the supply chain that involves locations of plants and distribution centers (DCs), and determining the best strategy to distribute the products in a distribution network. The goal of the model is to select the number, size and the location of plants and DCs in order to minimize the total relevant costs. To be more applicable in the industry, a model is formulated with the distance limitation constraint and the multi-capacity level availability for the facilities to supply each type of the products in each candidate plant and to store group products in each candidate DC. An adaptive Particle Swarm Optimization algorithm is applied to solve the problem.The parameters of particle swarm optimization to be adapted include inertia weight and acceleration constants. The algorithm is evaluated by using the benchmark problems provided by Vinaipanit (2006) and some additional randomly generated test problems. The solutions are compared with the solution from the commercial software package LINGO, GA (Vinaipanit), and GLNPSO without adaptive feature in order to verify the performance of the proposed algorithm. The results show that the proposed algorithm can solve the problem and performs well with the percentage of {u0BCC}{u0BEB}{u04A7}about 1.6 and obtain the better solution than GA in small and medium size. For large size problem, the solution is slightly inferior due to the condition of experiment that is the difference of population and iteration. Moreover, the quality of results from adaptive GLNPSO is better than non adaptive GLNPSO with the same parameters setting and significant level of 0.05. |
| 500 ## - GENERAL NOTE | |
| General note | Submitted in partial fulfillment of the requirements for the degree of Master of Engineering in Industrial and Manufacturing Engineering, School of Engineering and Technology |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (M.Eng.) - Asian Institute of Technology, 2009 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Computer algoritms |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Business logistics |
| General subdivision | Mathematical models |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Voratas Kachitvichyanukul, |
| Relator term | Chairperson |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Huynh, Trung Luong, |
| Relator term | Examination Committee |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Gong, Dah Chuan, |
| Relator term | Examination committee |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Royal Thai Goverment Fellowship, |
| Relator term | Scholarship donor |
| 810 2# - SERIES ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Asian Institute of Technology. |
| Title of a work | Thesis ; |
| Volume/sequential designation | no. ISE-09-07 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Full-Text |
| Uniform Resource Identifier | <a href="http://203.159.5.9/ait-thesis/detail.php?q=B03250 ">http://203.159.5.9/ait-thesis/detail.php?q=B03250 </a> |
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| a | .b12088353 |
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| c | u |
| 902 ## - LOCAL DATA ELEMENT B, LDB (RLIN) | |
| a | 240401 |
| 998 ## - LOCAL CONTROL INFORMATION (RLIN) | |
| Operator's initials, OID (RLIN) | 0 |
| Cataloger's initials, CIN (RLIN) | 110110 |
| First date, FD (RLIN) | m |
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| -- | Abstract-AIT Thesis no.ISE-09-07 |
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| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| l | mnait |
| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| l | mnarc |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | 22-AIT Thesis (Replacement) |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | 40-Archives |
| 909 ## - LOCAL ITEMS USED | |
| Barcode | Barcode : 30050120700900 |
| CREATED | CREATED : 2014-03-20 |
| RECORD Id | RECORD # : i12774637 |
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| 909 ## - LOCAL ITEMS USED | |
| Barcode | Barcode : 30050160030804 |
| CREATED | CREATED : 2016-03-16 |
| RECORD Id | RECORD # : i12892257 |
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| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price | Total checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | AIT Publications | 17/08/2026 | 50.00 | AIT Thesis no.ISE-09-07 | 30050120700900 | 17/08/2026 | 3 | 17/08/2026 | 22-AIT Thesis (Replacement) | ||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 17/08/2026 | AIT Thesis no.ISE-09-07 | 30050160030804 | 17/08/2026 | 1 | 17/08/2026 | 40-Archives |