Title :
Fuzzy bi-level optimal model and its application in oilfield development
Author :
Zhao, Xiaoyan ; Yu, Wei
Author_Institution :
Staff Room of Math. & Comput., North Sichuan Med. Coll., Nanchong, China
Abstract :
Using the theory and method of deterministic multi-layer programming and monolayer fuzzy programming, this paper presents a fuzzy bi-level optimal model based on non-deterministic environment and solves it by hybrid genetic algorithm. The model is used to solve programming of some domestic oilfield, and it can reflect the actual situation of oilfield better. The result shows that the fuzzy bi-level optimal model is a powerful tool to design the optimization scheme of oilfield development.
Keywords :
fuzzy set theory; genetic algorithms; petroleum industry; fuzzy bilevel optimal model; genetic algorithm; monolayer fuzzy programming; multilayer programming; oilfield development; Biological system modeling; Computational modeling; Mathematical model; Optimization; Petroleum; Production; Programming; Fuzzy Bi-level Optimization; Fuzzy Genetic Algorithm; Oilfield Development;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5931-5
DOI :
10.1109/FSKD.2010.5569090
