The Use of Refined Descriptive Sampling and Applications in Parallel Monte Carlo Simulation
Abdelouhab Aloui ; Megdouda Ourbih Tari
Computing and Informatics, Tome 28 (2012) no. 1, / Harvested from Computing and Informatics
Text on Computing and Informatics
Refined descriptive sampling is designed to improve upon the descriptive sampling method for experimentation in simulation. The former reduces significantly the risk of sampling bias generated by descriptive sampling and eliminates its problem related to the sample size. In this paper, we propose an optimal parallel Monte Carlo simulation algorithm using refined descriptive sampling and evaluate in parallel architecture, performance measures of a stable M/M/1 queueing system, a Pert network and the Newsboy problem.
Publié le : 2012-01-26
Classification:  Monte Carlo; sampling; parallel simulation; queuing system; Pert network; Inventory 
@article{cai190,
     author = {Abdelouhab Aloui and Megdouda Ourbih Tari},
     title = {The Use of Refined Descriptive Sampling and Applications in Parallel Monte Carlo Simulation},
     journal = {Computing and Informatics},
     volume = {28},
     number = {1},
     year = {2012},
     language = {en},
     url = {http://dml.mathdoc.fr/item/cai190}
}

Abdelouhab Aloui; Megdouda Ourbih Tari. The Use of Refined Descriptive Sampling and Applications in Parallel Monte Carlo Simulation. Computing and Informatics, Tome 28 (2012) no. 1, . http://gdmltest.u-ga.fr/item/cai190/