Title
Solving simulation optimization problems on grid computing systems
Abstract
The optimal assignment of berth slots and cranes to shipping services is the central logistics problem at modern marine container terminals and should be formulated to specifically account for its stochastic nature. We use a computational grid to solve a major seaport logistic problem by a simulation optimization approach centred around a queuing network model of the logistic process of interest. We emphasize the power of grid computing for the simulation optimization studies and we design and implement an algorithm for distributing the computational load to parallel processors. Performance of the algorithm is demonstrated numerically using real-sized problem instances.
Year
DOI
Venue
2006
10.1016/j.parco.2006.03.019
Parallel Computing
Keywords
Field
DocType
grid computing,simulation optimization approach,central logistics problem,logistic process,seaport logistics,computational grid,simulation optimization,real-sized problem instance,computational load,berth slot,grid computing system,major seaport logistic problem,simulation optimization problem,simulation optimization study
Grid computing,Computer science,Parallel computing,Optimization problem,Grid,Distributed computing,Queuing network model
Journal
Volume
Issue
ISSN
32
9
Parallel Computing
Citations 
PageRank 
References 
18
1.07
9
Authors
4
Name
Order
Citations
PageRank
D. Laganá1362.03
Pasquale Legato228220.44
Ornella Pisacane311610.20
Francesca Vocaturo41237.78