An effective implementation for kernel‐based positive system identification using Gibbs sampling
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DOI: 10.1002/asjc.3682
Abstract: Recently, the kernel‐based method has been applied for the positive system identification where the hyperparameter estimation is a crucial and critical part. The regularized identification problem for the positive system is first formulated. Due to… read more here.
Keywords: system; positive system; gibbs sampling; kernel based ... See more keywords
Construction Methods of the Nearest Positive System
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DOI: 10.1109/lcsys.2019.2921838
Abstract: Positive systems can be used as mathematical models for many practical systems, such as biological systems, communication networks, and interconnected systems. In this letter, we propose proximal alternating linearized minimization (PALM) and PALM-like algorithms to… read more here.
Keywords: system; palm; positive system; construction methods ... See more keywords