A smooth approximation approach for optimization with probabilistic constraints based on sigmoid function

Many practical problems, such as computer science, communications network, product design, system control, statistics and finance, etc.,can be formulated as a probabilistic constrained optimization problem (PCOP) which is challenging to solve since it is usually nonconvex and nonsmooth. Effective me...

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Bibliographic Details
Main Authors: Gu, J. (Author), Ren, Y.H (Author), Xiong, Y. (Author), Yan, Y.H (Author)
Format: Article
Language:English
Published: Springer Science and Business Media Deutschland GmbH 2022
Subjects:
Online Access:View Fulltext in Publisher