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Optimization of ship lock control system using swarm-based techniques

Authors :
Kanović Željko
Bugarski Vladimir
Bačkalić Todor
Jeličić Zoran
Petković Milena
Matić Dragan
Source :
Journal on Processing and Energy in Agriculture, Vol 18, Iss 1, Pp 30-35 (2014)
Publication Year :
2014
Publisher :
National Society of Processing and Energy in Agriculture, Novi Sad, 2014.

Abstract

This paper presents the application of some well-known global optimization techniques in optimization of an expert system controlling a ship locking process. Optimization was conducted in order to achieve better results in local distribution of ship arrivals, i.e. lower waiting times for ships and less empty lockages. Particle swarm optimization, artificial bee colony optimization and genetic algorithm were used. The results shown in this paper confirmed that all these procedures show similar results and provide overall improvement of ship lock operation performance, which speaks in favor of their application in similar transportation problem optimization.

Details

Language :
English
ISSN :
18214487 and 29560195
Volume :
18
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Journal on Processing and Energy in Agriculture
Publication Type :
Academic Journal
Accession number :
edsdoj.bac3f1a680794d29b86ab18bc65b0578
Document Type :
article