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Accelerated simulated annealing algorithm applied to the flexible job shop scheduling problem.

Authors :
Cruz ‐ Chávez, Marco Antonio
Martínez ‐ Rangel, Martín G.
Cruz ‐ Rosales, Martín H.
Source :
International Transactions in Operational Research; Sep2017, Vol. 24 Issue 5, p1119-1137, 20p, 4 Diagrams, 7 Charts, 3 Graphs
Publication Year :
2017

Abstract

This paper presents a simulated annealing algorithm accelerated by a partial scheduling mechanism and a cooling schedule mechanism that is a function of the standard deviation. This facilitates a rapid approach to good solutions in the flexible job shop scheduling problem (FJSSP). The results demonstrate that for benchmark instances of several sizes, simulated annealing that implements the proposed mechanism converges more quickly to good solutions than simulated annealing that does not implement the proposed mechanism. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09696016
Volume :
24
Issue :
5
Database :
Complementary Index
Journal :
International Transactions in Operational Research
Publication Type :
Academic Journal
Accession number :
123283317
Full Text :
https://doi.org/10.1111/itor.12195