Fuzzy Chance-Constrained Goal Programming Model and Algorithm of Oilfield Measures

Jiekun Song,Shuiqing Fan,Yu Zhang,Zaixu Zhang,Jiepeng Song

doi:10.1007/978-3-642-01510-6_6

Fuzzy Chance-Constrained Goal Programming Model and Algorithm of Oilfield Measures

Jiekun Song, Shuiqing Fan + Show 3 more

https://doi.org/10.1007/978-3-642-01510-6_6

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Publication Date: Jan 1, 2009

Citations: 3

Affiliation: China University of Petroleum, East China, China University of Petroleum, Beijing, Shengli Oilfield Central Hospital, Jiangsu Normal University

#Fuzzy Chance-constrained Programming #Fuzzy Goal Programming + Show 8 more

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Abstract

Measures programming is an important way for improving the effect of measures of oil fields. Based on the theory of fuzzy chance-constrained goal programming, a fuzzy chance-constrained goal programming model is put forward for measures programming of Oilfield, which uses the increasing production and cost as objectives. The process of its hybrid intelligent algorithm including fuzzy simulation, genetic algorithm and neural network is provided, and the sensitivity analysis on uncertain factors to determine the influence on the optimal result can also be carried on. Finally, an example is given to illustrate the validity of the model and approach.

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