AI SearchMulti-objective optimization model using constraint-based genetic algorithms for Thailand pavement management (Record no. 78931)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 05023nas|a2200565 i 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260818155857.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 040827s2004 th uzm rtt 00| a1eng d |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | .b11938067 |
| 099 #9 - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Classification number | AIT Thesis no.CM-04-21 |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Akkarapol Tangphaisankun |
| 245 10 - TITLE STATEMENT | |
| Title | Multi-objective optimization model using constraint-based genetic algorithms for Thailand pavement management |
| 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. | 2004 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 127 leaves |
| 490 1# - SERIES STATEMENT | |
| Series statement | Thesis ; |
| Volume/sequential designation | no. CM-04-21 |
| 500 ## - GENERAL NOTE | |
| General note | A thesis submitted in partial fulfillment of the requirements for the degree of Master of Engineering, School of Civil Engineering |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (M.Eng.) - Asian Institute of Technology, 2004 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | In Thailand, maintenance program is planned based on the TPMS Budgeting Module. Proper treatments are recommended based on h·affic volume and road condition and implemented based on the prioritization. Most maintenance treatments are assigned to the heavy h·affic sections and deferred for the light h·affic roads which make the maintenance programs not optimal. Due to the limited budgets, the overall network condition is not well-maintained because most of the roads are defened until their IRI values exceed the acceptable levels. The objective of this study is to develop a multi-objective optimization model to suppo1t the decision making process of DOH to provide the optimal maintenance programs. Various levels of preventive maintenance programs are set based on the best condition and the maximum acceptable level to determine the most suitable preventive maintenance levels. Vehicle operating cost (VOC) minimization is taken into account in a singleobjective optimization, and road network condition maximization is established to be simultaneously considered in the multi-objective optimization. This study selects the flexible pavements in Pathumtani province to be the study area. To accomplish this study, optimization models, both single- and multi-objective, over a multiyear planning period (30 years) are developed by incorporating with the consh·aint-based genetic algorithms to deal with the combinated characteristic of the network-level maintenance planning. Two consh·aints, budget and system preservation, are employed to make the solutions more realistic. Pareto optimality and non-dominated sorting are inh·oduced to handle the multi-objective genetic algorithms model. The results show that the optimal maintenance programs of both single- and multi-objective models typically implement preventive maintenance before their conditions reach the maximum acceptable levels. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Genetic algorithms |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Pavements |
| General subdivision | Management |
| Geographic subdivision | Thailand |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Decision-making |
| Geographic subdivision | Thailand |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Pannapa Herabat, |
| Relator term | Chairperson |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Pannapa Herabat, |
| Relator term | Chairperson |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Ogunlana, Stephen O., |
| Relator term | Examination Committee |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Hanaoka, Shinya, |
| Relator term | Examination committee |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Royal Thai Government, |
| 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. CM-04-21 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Full-Text |
| Uniform Resource Identifier | <a href="http://203.159.5.9/ait-thesis/detail.php?q=B08750">http://203.159.5.9/ait-thesis/detail.php?q=B08750</a> |
| 907 ## - LOCAL DATA ELEMENT G, LDG (RLIN) | |
| a | .b11938067 |
| b | mnait |
| c | u |
| 902 ## - LOCAL DATA ELEMENT B, LDB (RLIN) | |
| a | 250319 |
| 998 ## - LOCAL CONTROL INFORMATION (RLIN) | |
| Operator's initials, OID (RLIN) | 0 |
| Cataloger's initials, CIN (RLIN) | 040827 |
| First date, FD (RLIN) | m |
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| -- | 0 |
| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| l | mnait |
| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
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| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | 20-AIT Publication |
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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 | 18/08/2026 | 50.00 | AIT Thesis no.CM-04-21 | 30050120683916 | 18/08/2026 | 1 | 18/08/2026 | 20-AIT Publication | ||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | AIT Publications | 18/08/2026 | 50.00 | AIT Thesis no.CM-04-21 | 30050120683759 | 18/08/2026 | 2 | 18/08/2026 | 20-AIT Publication | ||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 18/08/2026 | AIT Thesis no.CM-04-21 | 30050160063995 | 18/08/2026 | 18/08/2026 | 40-Archives | ||||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 18/08/2026 | AIT Thesis no.CM-04-21 | 30050120916951 | 18/08/2026 | 3 | 18/08/2026 | 20-AIT Publication | |||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 18/08/2026 | AIT Thesis no.CM-04-21 | 30050120916969 | 18/08/2026 | 4 | 18/08/2026 | 20-AIT Publication | |||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 18/08/2026 | AIT Thesis no.CM-04-21 | 30050120916977 | 18/08/2026 | 5 | 18/08/2026 | 20-AIT Publication | |||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 18/08/2026 | AIT Thesis no.CM-04-21 | 30050120916944 | 18/08/2026 | 6 | 18/08/2026 | 20-AIT Publication | |||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 18/08/2026 | 50.00 | AIT Thesis no.CM-04-21 | 30050121003130 | 18/08/2026 | 7 | 18/08/2026 | 20-AIT Publication |