Jump diffusion

Jump diffusion is a

.

In physics

In crystals, atomic diffusion typically consists of jumps between vacant lattice sites. On time and length scales that average over many single jumps, the net motion of the jumping atoms can be described as regular diffusion.

Jump diffusion can be studied on a microscopic scale by

have been derived for several jump(-diffusion) models:

• Singwi, Sjölander 1960:^[1] alternation between oscillatory motion and directed motion
• Chudley, Elliott 1961:^[2] jumps on a lattice
• Sears 1966,^[3] 1967:^[4] jump diffusion of rotational degrees of freedom
• Hall, Ross 1981:^[5] jump diffusion within a restricted volume

In economics and finance

A jump-diffusion model is a form of

In pattern theory, computer vision, and medical imaging

In

as a form of . The approach modelled sciences of electron-micrographs as containing multiple shapes, each having some fixed dimensional representation, with the collection of micrographs filling out the sample space corresponding to the unions of multiple finite-dimensional spaces. Using techniques from pattern theory, a posterior probability model was constructed over the countable union of sample space; this is therefore a hybrid system model, containing the discrete notions of object number along with the continuum notions of shape. The jump-diffusion process was constructed to have properties so that after initially flowing away from its initial condition it would generate samples from the posterior probability model.

See also

• Jump process, an example of jump diffusion
• Piecewise-deterministic Markov process (PDMP), an example of jump diffusion and a generalization of the jump process
• Hybrid system (in the context of dynamical systems), a generalization of jump diffusion

References