Introduction to Stochastic Level Crossing Techniques
Autor Percy H. Brillen Limba Engleză Hardback – 29 sep 2023
Key Features:
- A description of one representative stochastic model (e.g., a single-server M/G/1 queue; a multiple server M/M/c queue; an <s, S> inventory system; etc.)
- Construction of a typical sample path of the key random variable of interest (e.g., the virtual waiting time or workload in queues; the net on-hand inventory in inventory systems; etc.)
- Statements of the simple LC theorems, which connect the sample-path upcrossing and downcrossing rates across state-space levels, to simple mathematical functions of the stationary pdf of the key random variable, at those state-space levels
- Creation of (usually Volterra) integral equations for the stationary pdf of the key random variable, by inspection of the sample path
- Direct analytic solution of the integral equations, where feasible; or, computational solutions of the integral equations
- Use of the derived stationary pdfs for obtaining operational characteristics of the model
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Specificații
ISBN-13: 9780367277352
ISBN-10: 0367277352
Pagini: 278
Ilustrații: 5 Line drawings, color; 54 Line drawings, black and white; 5 Illustrations, color; 54 Illustrations, black and white
Dimensiuni: 156 x 234 x 18 mm
Greutate: 0.67 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
ISBN-10: 0367277352
Pagini: 278
Ilustrații: 5 Line drawings, color; 54 Line drawings, black and white; 5 Illustrations, color; 54 Illustrations, black and white
Dimensiuni: 156 x 234 x 18 mm
Greutate: 0.67 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
Public țintă
AcademicCuprins
1. Preliminaries 2. Standard M/M/1 Queue and Variants 3. M/G/1 Queues 4. M/M/c Queues 5. G/M/1 Queues 6. Inventories 7. Dams 8. Actuarial Risk Model 9. Observation of a Piecewise Cyclic Trajectory at a Random Time Point
Notă biografică
Percy H. Brill is a Professor Emeritus in the Management Science area of the Odette School of Business, and Adjunct Professor in the Departments of Mathematics and Statistics, at the University of Windsor in Canada.
Descriere
Introduction to Stochastic Level Crossing Techniques describes stochastic models using the System Point Level Crossing method. This involves deriving probability density functions or cumulative probability distribution functions of key random variables, applying simple level-crossing limit theorems.