Ant colony search algorithm for unit commitment (Record no. 6147)

MARC details
000 -LEADER
fixed length control field 02481nas|a2200373 i 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20260817162742.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 030808s2002 th uzm rtt 00| a1eng d
035 ## - SYSTEM CONTROL NUMBER
System control number .b11892936
099 #9 - LOCAL FREE-TEXT CALL NUMBER (OCLC)
Classification number AIT RSPR no. ET-02-10
100 0# - MAIN ENTRY--PERSONAL NAME
Personal name Thanathip Sum-im
245 10 - TITLE STATEMENT
Title Ant colony search algorithm for unit commitment
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Bangkok :
Name of publisher, distributor, etc. Asian Institute of Technology,
Date of publication, distribution, etc. 2002
300 ## - PHYSICAL DESCRIPTION
Extent 45 leaves
490 1# - SERIES STATEMENT
Series statement Research studies project report ;
Volume/sequential designation no. ET-02-10
500 ## - GENERAL NOTE
General note A research study submitted in partial fulfillment of the requirements for the degree of Master of Engineering, School of Environment, Resources and Development
520 ## - SUMMARY, ETC.
Summary, etc. In this research study, Ant Colony Search Algorithm (ACSA) is proposed to solve thermal unit commitment problem. ACSA is a new co-operative agent approach, which is derived from the theoretical biology on the topic of ant trail formation and foraging methods. In the ACSA, a set of co-operating agents called "ants" co-operates to find good solution to unit commitment problem of thermal units. The merits of ACSA are parallel search and optimization capabilities. In this study, the problem is decomposed in two subproblems. The unit commitment sub-problem is solved by the ant colony search algorithm method and the economic dispatch sub-problem is solved by the lambda-iteration method. The total production cost of the proposed method is cheaper than those of Dynamic Programming (DP), Lagrange Relaxation (LR) and Genetic Algorithm (GA) on the ten generating units system.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Units
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Algorithms
700 0# - ADDED ENTRY--PERSONAL NAME
Personal name Weerakorn Ongsakul,
Relator term Chairperson
700 0# - ADDED ENTRY--PERSONAL NAME
Personal name Surapong Chiraratananon,
Relator term Examination Committee
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Shrestha, Ram M.,
Relator term Examination Committee
810 2# - SERIES ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element Asian Institute of Technology.
Title of a work Research studies project report ;
Volume/sequential designation no. ET-02-10
856 ## - ELECTRONIC LOCATION AND ACCESS
Materials specified Full-Text
Uniform Resource Identifier <a href="http://203.159.5.9/ait-thesis/detail.php?q=B07266">http://203.159.5.9/ait-thesis/detail.php?q=B07266</a>
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Cataloger's initials, CIN (RLIN) 030808
First date, FD (RLIN) m
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l mnait
945 ## - LOCAL PROCESSING INFORMATION (OCLC)
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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 : 30050120614234
CREATED CREATED : 2012-07-09
RECORD Id RECORD # : i12694265
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Barcode Barcode : 30050160015201
CREATED CREATED : 2016-01-04
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Withdrawn status Lost status Damaged status Not for loan Home library Current library Shelving location Date acquired 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   AIT RSPR no. ET-02-10 30050120614234 17/08/2026 2 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 RSPR no. ET-02-10 30050160015201 17/08/2026   17/08/2026 40-Archives
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