Applied Probability and Stochastic Processes

• Κύριοι συγγραφείς: Feldman, Richard M. (Συγγραφέας), Valdez-Flores, Ciriaco (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
• Θέματα: Engineering.; Production management.; Computer simulation.; Statistical physics.; Dynamical systems.; Engineering economics.; Engineering economy.; Engineering Economics, Organization, Logistics, Marketing.; Operations Management.; Simulation and Modeling.; Statistical Physics, Dynamical Systems and Complexity.

This book presents applied probability and stochastic processes in an elementary but mathematically precise manner, with numerous examples and exercises to illustrate the range of engineering and science applications of the concepts. The book is designed to give the reader an intuitive understanding...

Πίνακας περιεχομένων:

• Basic Probability Review
• Basics of Monte Carlo Simulation
• Basic Statistical Review
• Poisson Processes
• Markov Chains
• Markov Processes
• Queueing Processes
• Queueing Networks
• Event-Driven Simulation and Output Analyses
• Inventory Theory
• Replacement Theory
• Markov Decision Processes
• Advanced Queues.