Markov Processes for Stochastic Modeling

Nonfiction, Science & Nature, Mathematics, Probability, History
Cover of the book Markov Processes for Stochastic Modeling by Oliver Ibe, Elsevier Science
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Oliver Ibe ISBN: 9780124078390
Publisher: Elsevier Science Publication: May 22, 2013
Imprint: Elsevier Language: English
Author: Oliver Ibe
ISBN: 9780124078390
Publisher: Elsevier Science
Publication: May 22, 2013
Imprint: Elsevier
Language: English

Markov processes are processes that have limited memory. In particular, their dependence on the past is only through the previous state. They are used to model the behavior of many systems including communications systems, transportation networks, image segmentation and analysis, biological systems and DNA sequence analysis, random atomic motion and diffusion in physics, social mobility, population studies, epidemiology, animal and insect migration, queueing systems, resource management, dams, financial engineering, actuarial science, and decision systems.

Covering a wide range of areas of application of Markov processes, this second edition is revised to highlight the most important aspects as well as the most recent trends and applications of Markov processes. The author spent over 16 years in the industry before returning to academia, and he has applied many of the principles covered in this book in multiple research projects. Therefore, this is an applications-oriented book that also includes enough theory to provide a solid ground in the subject for the reader.

  • Presents both the theory and applications of the different aspects of Markov processes
  • Includes numerous solved examples as well as detailed diagrams that make it easier to understand the principle being presented
  • Discusses different applications of hidden Markov models, such as DNA sequence analysis and speech analysis.
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Markov processes are processes that have limited memory. In particular, their dependence on the past is only through the previous state. They are used to model the behavior of many systems including communications systems, transportation networks, image segmentation and analysis, biological systems and DNA sequence analysis, random atomic motion and diffusion in physics, social mobility, population studies, epidemiology, animal and insect migration, queueing systems, resource management, dams, financial engineering, actuarial science, and decision systems.

Covering a wide range of areas of application of Markov processes, this second edition is revised to highlight the most important aspects as well as the most recent trends and applications of Markov processes. The author spent over 16 years in the industry before returning to academia, and he has applied many of the principles covered in this book in multiple research projects. Therefore, this is an applications-oriented book that also includes enough theory to provide a solid ground in the subject for the reader.

More books from Elsevier Science

Cover of the book Fire Toxicity by Oliver Ibe
Cover of the book Geophysical Inverse Theory and Regularization Problems by Oliver Ibe
Cover of the book Service Life Estimation and Extension of Civil Engineering Structures by Oliver Ibe
Cover of the book Molecular Imaging by Oliver Ibe
Cover of the book Quantitative Neuroendocrinology by Oliver Ibe
Cover of the book Optically Amplified WDM Networks by Oliver Ibe
Cover of the book Endocrinology 1971 by Oliver Ibe
Cover of the book Fatigue in Friction Stir Welding by Oliver Ibe
Cover of the book Separation, Extraction and Concentration Processes in the Food, Beverage and Nutraceutical Industries by Oliver Ibe
Cover of the book Advances in Parasitology by Oliver Ibe
Cover of the book Business Networks in East Asian Capitalisms by Oliver Ibe
Cover of the book Recent Advances in Chaotic Systems and Synchronization by Oliver Ibe
Cover of the book Cyber Guerilla by Oliver Ibe
Cover of the book Optical Biosensors by Oliver Ibe
Cover of the book Qualitative Research and the Modern Library by Oliver Ibe
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy