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 Class 1 Devices by Oliver Ibe
Cover of the book EMC for Product Designers by Oliver Ibe
Cover of the book Profiles of Drug Substances, Excipients and Related Methodology by Oliver Ibe
Cover of the book Translation Initiation: Extract Systems and Molecular Genetics by Oliver Ibe
Cover of the book Invertebrate Hormones: Tissue Hormones by Oliver Ibe
Cover of the book Rapid Thermal Processing by Oliver Ibe
Cover of the book Advances in Imaging and Electron Physics by Oliver Ibe
Cover of the book Explosion Hazards in the Process Industries by Oliver Ibe
Cover of the book Agile Systems Engineering by Oliver Ibe
Cover of the book Data Mining by Oliver Ibe
Cover of the book Designing Embedded Systems with PIC Microcontrollers by Oliver Ibe
Cover of the book Handbook of Brain Tumor Chemotherapy, Molecular Therapeutics, and Immunotherapy by Oliver Ibe
Cover of the book Radiometric Temperature Measurements by Oliver Ibe
Cover of the book Half-Linear Differential Equations by Oliver Ibe
Cover of the book Polyphenols in Plants 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