TY - GEN
T1 - A class of decentralized bi-level programming with multi-objectives in the upper level
AU - Zhou, Xiaoyang
AU - Tu, Yan
AU - Hu, Ruijia
AU - Lev, Benjamin
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2016/1/13
Y1 - 2016/1/13
N2 - In this paper, a class of decentralized bi-level programming model with multi-objectives in the upper level is introduced, in which discrete fuzzy random parameters are considered. To make the model calculable, we apply a transformation method to transform the discrete fuzzy random variables into fuzzy numbers which are then dealt with using an expected value method. As it is very difficult to solve bi-level model even if it is linear with single objective in each level, an interactive fuzzy programming with weighted sum method is applied to transform the bi-level to a single level model which is then solved using Lingo 13.0. Finally, the efficiency of the optimization method is verified using a numerical example.
AB - In this paper, a class of decentralized bi-level programming model with multi-objectives in the upper level is introduced, in which discrete fuzzy random parameters are considered. To make the model calculable, we apply a transformation method to transform the discrete fuzzy random variables into fuzzy numbers which are then dealt with using an expected value method. As it is very difficult to solve bi-level model even if it is linear with single objective in each level, an interactive fuzzy programming with weighted sum method is applied to transform the bi-level to a single level model which is then solved using Lingo 13.0. Finally, the efficiency of the optimization method is verified using a numerical example.
KW - decentralized bi-level programming model
KW - fuzzy random variable
KW - interactive fuzzy programming
UR - https://www.scopus.com/pages/publications/84966473577
U2 - 10.1109/FSKD.2015.7381974
DO - 10.1109/FSKD.2015.7381974
M3 - 会议稿件
AN - SCOPUS:84966473577
T3 - 2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015
SP - 391
EP - 396
BT - 2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015
A2 - Tang, Zhuo
A2 - Du, Jiayi
A2 - Yin, Shu
A2 - Li, Renfa
A2 - He, Ligang
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015
Y2 - 15 August 2015 through 17 August 2015
ER -