DocumentCode :
677971
Title :
A Multi-objective Approach for Assignment Containers to AIVs in a Container Terminal
Author :
Zaghdoud, Rim ; Collart-Dutilleul, Simon ; Ghedira, Khaled ; Mesghouni, Khaled ; Zidi, Kamel
Author_Institution :
SOIE: Lab. de Strategies d´Optimisation, Inst. Super. de Gestion de Tunis, Tunis, Tunisia
fYear :
2013
fDate :
13-16 Oct. 2013
Firstpage :
2460
Lastpage :
2466
Abstract :
The problem of assignment containers to AIVs in a container terminal is a complex problem, it is a combination of several problems, the dispatching problem, the vehicles routing problem and the scheduling problem. Each problem of these depends on some criteria, this makes the global problem as a multi-criteria problem. To solve this type of problem, the idea is to consider it like a mono-objective problem depending on each criterion separately. An aggregation function is calculated according to different criteria. The coefficient value of each criterion is proposed by an expert, these values can give the nearest Pareto front solution. The approach proposed in this work is a hybrid approach, genetic algorithm and Dijkstra algorithm. This approach is tested with different numbers of vehicles, for each problem separately, in order to have the best solution. The numeric results show the performance of our approach for the multi-objective problem.
Keywords :
Pareto optimisation; genetic algorithms; intelligent transportation systems; scheduling; sea ports; vehicle routing; AIV; Dijkstra algorithm; Pareto front solution; aggregation function; assignment containers; automated intelligent vehicles; coefficient value; container terminal; dispatching problem; genetic algorithm; hybrid approach; mono-objective problem; multicriteria problem; multiobjective approach; multiobjective problem; scheduling problem; vehicles routing problem; Containers; Dispatching; Mathematical model; Nickel; Optimization; Ports (Computers); Vehicles; AIVs; Genetic algorithm; assignment; containers; multi-objective; optimization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on
Conference_Location :
Manchester
Type :
conf
DOI :
10.1109/SMC.2013.420
Filename :
6722173
Link To Document :
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