supported by Heilongjiang Provincial Natural Science Foundation of China(LH2021F031)。
To analyze the impact of solar eclipse attacks on the block-chain network and comprehensively and accurately evaluate the security of the current system,a method based on the Markov differential is proposed to solve t...
the support and facilities provided by the Department of Civil,Environmental and Geomatics Engineering at Florida Atlantic University to carry out the research.
Bridge deterioration models are used for prioritization and maintenance of bridges.These models can be broadly classified as deterministic and stochastic models.There are mechanistic models(or physical models)as well ...
supported by the National Outstanding Youth Foundation of China(Grant No.51322812)
Nowadays, more and more interdisciplinary approaches have been applied in urban planning, such as computer, mathematics and geography. However, the sophisticated mathematical methods such as transition matrix, joint-c...
Stochastic gradient Markov chain Monte Carlo(SG-MCMC) has been developed as a flexible family of scalable Bayesian sampling algorithms. However, there has been little theoretical analysis of the impact of minibatch si...
This article puts forward the gray markov prediction model to predict mine gas emission by combining grey system theory and markov chain theory. And GM (1, 1) model is established in the first place for grey data by t...
supported by Natural Science Foundation of Jiangsu High Education Institutions of China(Grant No.17KJB110001)
A generalized neutral stochastic functional differential equation(NSFDE) with Markovian switching is studied. We will discuss some important properties of the solutions including boundedness and exponential stability ...
Hornik, Stinchcombe & White have shown that the multilayer feed forward networks with enough hidden layers are universal approximators. Roux & Bengio have proved that adding hidden units yield a strictly improved mode...
This paper presents mathematics models that describe and optimize the passenger flow at the airport security checkpoints by applying the queuing theory. Firstly, a Poisson process is used to estimate the flow of passe...