A Fuzzy Chance-Constrained Programming Model for Liquid Chlorine Downstream Products Selection Problem in Environmental Services

2011 ◽  
Author(s):  
Tao Zhao ◽  
Xin Wang
Keyword(s):  
Programming Model ◽  
Selection Problem ◽  
Environmental Services ◽  
Chance Constrained Programming ◽  
Fuzzy Chance Constrained Programming ◽  
Constrained Programming

Study on Product Reliability Based on Fuzzy Chance Constrained Programming

2005 ◽  
Author(s):  
Huang Fengli ◽  
Yanwei Zhao
Keyword(s):  
Genetic Algorithm ◽  
Programming Model ◽  
Optimal Solution ◽  
Chance Constrained Programming ◽  
Fuzzy Simulation ◽  
Product Reliability ◽  
Reliability Design ◽  
Fuzzy Chance Constrained Programming ◽  
Constrained Programming ◽  
Uncertainty Of Parameters

Due to the uncertainty of parameters of product reliability design, based on the Liu’s fuzzy chance constrained theory, provides a fuzzy chance constrained programming model of product reliability design that has N subsystems and several designs can be chosen in every subsystem. On the basis of Liu’s fuzzy simulated based on genetic algorithm, an improvement has been made on checking fuzzy simulation for the fuzzy chance constrains in this paper. And it provides the steps of a fuzzy simulated based on genetic algorithm. At the end of the paper, an instance is given to prove that the improvement is reliable, and the searching space from feasible and infeasible field can converge to the optimal solution. The searching speed can also be improved.

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