Title :
Compound dynamic constraint of stochastic optimization model and algorithm
Author :
Zhou, Lei ; Li, Fa-chao
Author_Institution :
Sch. of Econ. & Manage., Hebei Univ. of Sci. & Technol., Shijiazhuang
Abstract :
In this paper, based on the stochastic optimization theory, we add dynamic constraint condition of objective function to chance constrained programming model. Through compound dynamic constraint of expectation and variance, we establish a kind of stochastic optimized model which has guiding significance. We also show that under certain condition, this new model is a convex programming and get the algorithm of this model.
Keywords :
constraint handling; convex programming; stochastic programming; constrained programming model; convex programming; dynamic constraint condition; stochastic optimization model; Algorithm design and analysis; Constraint optimization; Constraint theory; Dynamic programming; Functional programming; Pattern analysis; Pattern recognition; Random variables; Stochastic processes; Wavelet analysis; Chance constrained programming; Convex programming; Dynamic criterion function; Stochastic optimization;
Conference_Titel :
Wavelet Analysis and Pattern Recognition, 2008. ICWAPR '08. International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-2238-8
Electronic_ISBN :
978-1-4244-2239-5
DOI :
10.1109/ICWAPR.2008.4635883