A fundamental mathematical field with many applications in science and engineering is linear algebra. This paper investigates the various applications of linear algebra in the fields of traffic flow analysis, electric circuits, cubic spline interpolation, and genetics. This research ...
We present in this article a traffic flow model for metro lines. It is a discrete event model written in the max-plus algebra, where the traffic dynamics take into account time constraints such as minimum train inter-station running times, minimum train dwell times on platforms, and minimum ...
which makes LSTM add a transmission state compared with RNN to control the flow of features and screen them. The forgetting gate is the forgetting stage of the algorithm. Selectively forget the input of the previous node to ensure that important information is obtained while reducing ...
, the reporter visited the Beijing auto market after the major brands Hall learned, with the purchase tax policy of the countdown, the first look at cars, car consumers significantly increased a lot. BYD, Dongfeng Nissan, etc. Many dealers have said that the recent exhibition of the flow ...
(2016) for short-term flow prediction using low-rank matrix factorizations of matrix unfoldings of the data tensor. Instead of exhibiting an ideally low mrank, traffic data tensors (or, more generally, real-world tensors, for that matter) typically possess matrix unfoldings having decaying ...
linear time-invariant filter with the impulse response under the algebra, i.e., We call such a filter the maximal -regulator. This characteri- zation was also observed in [1], [2], and [27]. As the buffer in the maximal -regulator is assumed to be ...
This linear profile may, as usual, be interpreted as a superposition of shocks. 12 Summary In this paper, we have presented an exact solution for the steady state of a simple cellular automaton describing traffic flow: the ASEP with parallel (synchronous) updating and open boundary conditions. ...
Originality/value - The properties of max-plus algebra described allow us to apply linear algebra concepts like eigenvalue and eigenvectors to obtain a solution to the air traffic system being modeled. By solving and analyzing the dioid model, this paper evaluated some performance measures of air...
GRANULAR flowIMPULSE responseLINEAR systemsYANG-Baxter equationIn this article, we introduce a comprehensive system theory based on the min-plus algebra of 2 脳 2 matrices of functions. This novel approach enables the algebraic construction of traffic networks and the analytical derivation of ...
telecommunication network planning/ B6150C Communication switching B0290H Linear algebra (numerical analysis) B0260 Optimisation techniquesMethods are developed to estimate the source鈥揹estination traffic distribution matrix of a packet network using only aggregate link and source/sink traffic measurements. ...