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Beam-ACO for Simple Assembly Line Balancing.

Authors :
Blum, Christian
Source :
INFORMS Journal on Computing; Fall2008, Vol. 20 Issue 4, p618-627, 10p, 5 Charts
Publication Year :
2008

Abstract

Assembly line balancing problems are concerned with the optimization of manufacturing processes. In this paper we consider the so-called simple assembly line balancing problem with the objective of minimizing the number of used workstations. This problem is denoted by SALB-1 in the literature. For tackling this problem, we present a so-called Beam-ACO approach. This technique results from hybridizing the metaheuristic ant colony optimization with beam search. The experimental results show that our algorithm is a state-of-the-art method for this problem. It can solve 263 of 269 existing benchmark instances to optimality. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10919856
Volume :
20
Issue :
4
Database :
Complementary Index
Journal :
INFORMS Journal on Computing
Publication Type :
Academic Journal
Accession number :
35648085
Full Text :
https://doi.org/10.1287/ijoc.1080.0271