Some efficient simulation budget allocation rules for simulation optimisation problems

Author(s):  
Loo Hay Lee ◽  
Chun Hung Chen ◽  
Ek Peng Chew ◽  
Si Zhang ◽  
Juxin Li ◽  
...  
Automatica ◽  
2014 ◽  
Vol 50 (5) ◽  
pp. 1391-1400 ◽  
Author(s):  
Mark W. Brantley ◽  
Loo Hay Lee ◽  
Chun-Hung Chen ◽  
Jie Xu

2014 ◽  
Vol 2014 ◽  
pp. 1-9
Author(s):  
Hui Xiao ◽  
Loo Hay Lee

We consider the problem of ranking the topmdesigns out ofkalternatives. Using the optimal computing budget allocation framework, we formulate this problem as that of maximizing the probability of correctly ranking the topmdesigns subject to the constraint of a fixed limited simulation budget. We derive the convergence rate of the false ranking probability based on the large deviation theory. The asymptotically optimal allocation rule is obtained by maximizing this convergence rate function. To implement the simulation budget allocation rule, we suggest a heuristic sequential algorithm. Numerical experiments are conducted to compare the effectiveness of the proposed simulation budget allocation rule. The numerical results indicate that the proposed asymptotically optimal allocation rule performs the best comparing with other allocation rules.


SERIEs ◽  
2021 ◽  
Author(s):  
Emilio Calvo

AbstractWe consider the problem of how to distribute public expenditure among the different regions of an economic entity after all taxes have been collected. Typical examples are: the regions that make up a country, the states of a federal country, or the countries of a confederation of countries. We model the problem as a cooperative game in coalitional form, called the tax game. This game estimates the fiscal resources collected in each region, or coalition of regions, by differentiating between what comes from economic activity within each region and what comes from trade with the other regions. This methodology provides a measure of the disagreement within a region, or coalitions of regions, with respect to the budget received. Similarly, the stability of a budget allocation can be inferred by its situation within the core of the corresponding tax game. We consider the Spanish case as an example and show that the current regional financial system has a moderate degree of instability. We introduce two budget allocation rules, both borrowed from the cooperative games literature: the balanced allocation, which coincides with the nucleolus and with the Shapley value of the tax game, and the weighted balanced allocation, which coincides with the weighted Shapley value. We compare both budget allocation rules with the current Spanish financial system.


2008 ◽  
Vol 20 (4) ◽  
pp. 579-595 ◽  
Author(s):  
Chun-Hung Chen ◽  
Donghai He ◽  
Michael Fu ◽  
Loo Hay Lee

2020 ◽  
Vol 65 (1) ◽  
pp. 207-222
Author(s):  
Haidong Li ◽  
Xiaoyun Xu ◽  
Yaping Zhao

Automatica ◽  
2019 ◽  
Vol 106 ◽  
pp. 192-200 ◽  
Author(s):  
Fei Gao ◽  
Zhongshun Shi ◽  
Siyang Gao ◽  
Hui Xiao

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