Results 91 to 100 of about 1,619 (185)

Estimating the demand parameters for single period problem, Markov-modulated Poisson demand, large lot size, and unobserved lost sales

, 2018
We consider a single-period single-item problem when the demand is a Markov-modulated Poisson process with hidden states, unknown intensities and continuous batch size distribution. The number of customers and lot size are assumed to be large enough. The
Ulyanova, Ekaterina, Livshits, Klimentii, Kitaeva, Anna V.   +2 more
core   +1 more source

Extending Markov Modulated Poisson processes for learning and prediction

, 2021
The focus of this thesis is on extensions of Markov Modulated Poisson processes (MMPPs) with the aim of showing the benefits of continuous time models in approximating event-driven processes over standard techniques like machine learning. Generative models like MMPPs enable methods of quantitative evaluation supporting diagnostic and predictive ...
openaire   +1 more source

Identification of the Circulant Modulated Poisson Process: a Time Domain Approach

, 2007
In this paper we will discuss a new time domain approach to the traffic identification problem for ATM networks. Our identification approach for the circulant modulated Poisson process (CMPP) consists of two steps: the identification of the first order ...
Katrien De Cock, Bart De Moor, Tony Van Gestel   +2 more
core  

Markov Modulated Poisson Processes Modelling for M2M Heterogeneous Traffic

Theoretical mathematics is a key evolution factor of Artificial Intelligence (AI). Nowadays, representing a Smart system as a mathematical model helps to analyze any system with under development and support different case studies found in the real life.
Ahmad Hani El Fawal, MANSOUR Ali, Nasser Abbass   +2 more
openaire   +1 more source

Supply system design under uncertainty constraint by using Markov modulated Poisson process modeling

, 2009
[[abstract]]© 2006 中國工業工程學會 - This study used Markov modulated Poisson process (MMPP) to model supply systems under various uncertainty constraints. First the uncertainty factors embedded in a supply system were assumed to be unreliable server with or ...
Fong-Fan Wang;Chao-Ton Su
core  

Impact of Neuron Models on Spiking Neural Network Performance: A Complexity-based Classification Approach. [PDF]

Neuroinformatics
Rudnicka Z, Szczepanski J, Pregowska A.
europepmc   +1 more source

Research on multi-channel access strategy based on congestion control with burst traffic in CRNs. [PDF]

PLoS One
Xu Q, Zhang Q, Bi Y, Gaber J.
europepmc   +1 more source

DBH-Chain: a decentralized blockchain-enabled healthcare framework for end-to-end delay optimization. [PDF]

Sci Rep
Ali M, Kumar R, Tunio MZ, Lakhan A.
europepmc   +1 more source

Transient analysis of multi-server queues with Markov-modulated Poisson arrivals and overload control

, 2012
[[abstract]]This paper studies the transient behavior of a Markov-molulated Poisson arrival queue under overload control. The queue has finite or infinite buffer capacity with multiple exponential servers.
Duan-Shin Lee;S.-Q. Li
core  

Epidemic spread with asymptomatic infectious period in contact adaptive networks. [PDF]

Sci Rep
Chai WK, Karaliopoulos M.
europepmc   +1 more source