Applied Probability & Statistics
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Elements Of Random Walk And Diffusion Processes
Oliver C. Ibe (Autor)
·
Wiley
· Libro Físico
Elements Of Random Walk And Diffusion Processes - Oliver C. Ibe
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Origen: Reino Unido
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Reseña del libro "Elements Of Random Walk And Diffusion Processes"
This Book Features An Introduction To Powerful And General Techniques That Are Used In The Application Of Physical And Dynamic Processes And Presents The Connections Between Diffusion Equations And Random Motion. Stochastic Calculus, A Prerequisite For Understanding Some Of The Modern Concepts Of Diffusion Processes, Is Also Introduced. The Book Includes Standard Methods And Applications Of Brownian Motion And Discusses Levy Motion, Which Has Become Popular In Random Searches In Ecology, Finance, And Other Fields. Fractional Calculus Is Also Addressed As It Is Necessary For Understanding Anomalous Diffusion And Fractional Brownian Motion. Finally, The Book Introduces Percolation Theory And Its Relationship To Diffusion Processes. Topical Coverage Includes: Review Of Probability Theory; Review Of Stochastic Processes; One - Dimensional Random Walk; Two - Dimensional Random Walk; Brownian Motion; Introduction To Stochastic Calculus; Diffusion Process; Levy Walk; Fractional Calculus And Its Applications; And Percolation Theory
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