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math.OC2023
A gradient descent akin method for constrained optimization: algorithms and applications
Long Chen, Kai-Uwe Bletzinger, Nicolas R. Gauger +1
We present a first-order method for solving constrained optimization problems. The method is derived from our previous work, a modified search direction method inspired by singular…
math.OC2022
Embedded Point Iteration Based Recursive Algorithm for Online Identification of Nonlinear Regression Models
Guang-Yong Chen, Min Gan, Jing Chen +1
This paper presents a novel online identification algorithm for nonlinear regression models. The online identification problem is challenging due to the presence of nonlinear struc…