An adaptive particle swarm optimization algorithm for multiobjective job shop scheduling problems (Record no. 1621)

MARC details
000 -LEADER
fixed length control field 03443nas|a2200397 a 4500
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 .b12088456
099 #9 - LOCAL FREE-TEXT CALL NUMBER (OCLC)
Classification number AIT Thesis no.ISE-09-17
100 0# - MAIN ENTRY--PERSONAL NAME
Personal name Suparat Wongnen
245 13 - TITLE STATEMENT
Title An adaptive particle swarm optimization algorithm for multiobjective job shop scheduling problems
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 67 p. :
Other physical details ill.
490 1# - SERIES STATEMENT
Series statement Thesis ;
Volume/sequential designation no. ISE-09-17
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
520 ## - SUMMARY, ETC.
Summary, etc. This research introduces an adaptive particle swarm optimization algorithm for multi objective job shop scheduling problems. The three objectives considered in this research are: minimize makespan, minimize total weighted earliness and minimize total weight tardiness. The objective is to find optimal or near optimal results with these objectives. The solution of multi objective cases will be represented in two ways as weight aggregating approach and Pareto optimization approach. The proposed algorithm uses an adaptive PSO which is approach to solve the problem. The parameter adaptation of PSO is focused on inertia weight and acceleration constants. In order to get high quality of solution the re-initialization strategy and local search and also applied in the proposed algorithm. The proposed algorithm is evaluated by using the benchmark problems provided by the OR-library and compared it with best known results from published works for both single and multi objective cases. The proposed PSO algorithm can find good solutions in both of single and multi objective cases in term of solution quality and computational time. However, the result from the proposed algorithm cannot performed better than 2ST-PSO in some cases because of the number of particles. Also, when the proposed algorithm use the same number of particles with 2ST-PSO, then the result performed better than 2ST-PSO in term of solution quality but take longer computational time.
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 Production scheduling
700 0# - ADDED ENTRY--PERSONAL NAME
Personal name Voratas Kachitvichyanukul,
Relator term Chairperson
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Gong, Dah-Chuan,
Relator term Examination committee
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Huynh, Trung Luong,
Relator term Examination Committee
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element Asian Institute of Technology 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-09-17
856 ## - ELECTRONIC LOCATION AND ACCESS
Materials specified Full-Text
Uniform Resource Identifier <a href="http://203.159.5.9/ait-thesis/detail.php?q=B03259 ">http://203.159.5.9/ait-thesis/detail.php?q=B03259 </a>
907 ## - LOCAL DATA ELEMENT G, LDG (RLIN)
a .b12088456
b mnait
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
-- a
-- u
-- 3
962 ## -
-- 000:001:PDF:b1208845:000361:0:0:0:0:0:0
-- Abstract-AIT Thesis no.ISE-09-17
-- n
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 : 30050120700801
CREATED CREATED : 2014-03-20
RECORD Id RECORD # : i12774534
LPATRON LPATRON : 0
LCHKIN LCHKIN : -
RENEWALS # RENEWALS : 0
-- # OVERDUE : 0
-- IUSE3 : 0
-- TOT CHKOUT : 0
-- TOT RENEW : 0
909 ## - LOCAL ITEMS USED
Barcode Barcode : 30050160030507
CREATED CREATED : 2016-03-16
RECORD Id RECORD # : i12892476
LPATRON LPATRON : 0
LCHKIN LCHKIN : -
RENEWALS # RENEWALS : 0
-- # OVERDUE : 0
-- IUSE3 : 0
-- TOT CHKOUT : 0
-- TOT RENEW : 0
Holdings
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-09-17 30050120700801 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-09-17 30050160030507 17/08/2026 1 17/08/2026 40-Archives
คัดลอกแล้ว!

AIT

Knowledge & Information Services Solution

Asian Institute of Technology Library

Tel: +66 2 5245851

ผู้เข้าชม: 0